Publications

Results: 262 / 262

2026

Preprint

KyrgyzLLM-Bench: Benchmarking Kyrgyz Language Understanding

T. Turatali, A. Turdubaeva, R. Izmailov, A. Alekseev, S.I. Nikolenko

arXiv · 2026

BibTeX
@misc{turatali2026_740,
  author = {Turatali, Timur and Turdubaeva, Aida and Izmailov, Rustem and Alekseev, Anton and Nikolenko, Sergey I.},
  title = {{KyrgyzLLM-Bench: Benchmarking Kyrgyz Language Understanding}},
  year = {2026},
  eprint = {2607.17173},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.17173}
}
Preprint

AgentLens: Production-Assessed Trajectory Reviews for Coding Agent Evaluation

A. Podivilov, V. Lomshakov, S. Savin, M. Startsev, R. Pozharskiy, M. Parshin, S.I. Nikolenko

arXiv · 2026

BibTeX
@misc{podivilov2026_743,
  author = {Podivilov, Andrey and Lomshakov, Vadim and Savin, Sergey and Startsev, Matvei and Pozharskiy, Roman and Parshin, Maksim and Nikolenko, Sergey I.},
  title = {{AgentLens: Production-Assessed Trajectory Reviews for Coding Agent Evaluation}},
  year = {2026},
  eprint = {2607.06624},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2607.06624}
}
Journal article

Physics-Guided Detection of Multiplicative Under-Registration in Smart Meter Time Series Under Smart-City Confounders

S.I. Nikolenko

Smart Cities · vol. 9 (7) · article 110 · 2026

BibTeX
@article{nikolenko2026_744,
  author = {Nikolenko, Sergey I.},
  title = {{Physics-Guided Detection of Multiplicative Under-Registration in Smart Meter Time Series Under Smart-City Confounders}},
  year = {2026},
  journal = {Smart Cities},
  volume = {9},
  number = {7},
  eid = {110},
  doi = {10.3390/smartcities9070110},
  url = {https://doi.org/10.3390/smartcities9070110}
}
Preprint

Query2Diagram: Answering Developer Queries with UML Diagrams

O. Baryshnikov, A. Alekseev, S.I. Nikolenko

arXiv · 2026

BibTeX
@misc{baryshnikov2026_746,
  author = {Baryshnikov, Oleg and Alekseev, Anton and Nikolenko, Sergey I.},
  title = {{Query2Diagram: Answering Developer Queries with UML Diagrams}},
  year = {2026},
  eprint = {2604.23816},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.23816}
}
Preprint

Sparse Prefix Caching for Hybrid and Recurrent LLM Serving

M. Shirokikh, S.I. Nikolenko

arXiv · 2026

BibTeX
@misc{shirokikh2026_747,
  author = {Shirokikh, Mikhail and Nikolenko, Sergey I.},
  title = {{Sparse Prefix Caching for Hybrid and Recurrent LLM Serving}},
  year = {2026},
  eprint = {2605.05219},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.05219}
}
Conference paper

Beyond Isolated Clients: Integrating Graph-Based Embeddings into Event Sequence Models

H. Proshian, N. Severin, S.I. Nikolenko, I. Kireev, A. Savchenko, I. Sergeev, M. Postnova, I. Makarov

Proceedings of the ACM Web Conference 2026 · WWW 2026 · pp. 8465–8468

BibTeX
@inproceedings{proshian2026_748,
  author = {Proshian, Harry and Severin, Nikita and Nikolenko, Sergey I. and Kireev, Ivan and Savchenko, Andrey and Sergeev, Ivan and Postnova, Maria and Makarov, Ilya},
  title = {{Beyond Isolated Clients: Integrating Graph-Based Embeddings into Event Sequence Models}},
  year = {2026},
  booktitle = {Proceedings of the ACM Web Conference 2026},
  publisher = {ACM},
  pages = {8465--8468},
  doi = {10.1145/3774904.3792886},
  eprint = {2604.09085},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.1145/3774904.3792886}
}
Journal article

The AI interviewer: multi-faceted evaluation of adaptive questioning by large language models

A. Panfilova, V. Bolshev, M. Mozikov, V. Latynov, A. Vanin, T. Nestik, V. Nourkova, A. Vlasova, M. Kozin, A. Serohvostov, E. Tarasova, S.I. Nikolenko

Scientific Reports · vol. 16 (1) · article 20257 · 2026

BibTeX
@article{panfilova2026_749,
  author = {Panfilova, Anastasia and Bolshev, Vadim and Mozikov, Mikhail and Latynov, Vladislav and Vanin, Alexander and Nestik, Timofei and Nourkova, Veronika and Vlasova, Arina and Kozin, Mikhail and Serohvostov, Aleksandr and Tarasova, Elizaveta and Nikolenko, Sergey I.},
  title = {{The AI interviewer: multi-faceted evaluation of adaptive questioning by large language models}},
  year = {2026},
  journal = {Scientific Reports},
  volume = {16},
  number = {1},
  eid = {20257},
  doi = {10.1038/s41598-026-46517-7},
  url = {https://doi.org/10.1038/s41598-026-46517-7}
}
Journal articleIn Russian

Искусственный интеллект и олимпиадная математика

S.I. Nikolenko

Математическое просвещение, серия 3 · vol. 37 · pp. 7–43 · 2026

BibTeX
@article{nikolenko2026_752,
  author = {Nikolenko, Sergey I.},
  title = {{Искусственный интеллект и олимпиадная математика}},
  year = {2026},
  journal = {Математическое просвещение, серия 3},
  volume = {37},
  pages = {7--43},
  url = {https://www.mathnet.ru/rus/mp1146}
}
Journal article

MultiCAT-Bench: A Multi-Categorical Agent Tool Use Benchmark

A. Vyatkin, A. Poptsov, V. Oliseenko, E. Veiber, O. Shutko, T. Rafikov, M. Abramov, S.I. Nikolenko

IEEE Access · vol. 14 · pp. 116038–116061 · 2026

BibTeX
@article{vyatkin2026_751,
  author = {Vyatkin, Artyom and Poptsov, Aleksander and Oliseenko, Valerii and Veiber, Evgeniya and Shutko, Oleg and Rafikov, Timur and Abramov, Maxim and Nikolenko, Sergey I.},
  title = {{MultiCAT-Bench: A Multi-Categorical Agent Tool Use Benchmark}},
  year = {2026},
  journal = {IEEE Access},
  volume = {14},
  pages = {116038--116061},
  doi = {10.1109/ACCESS.2026.3710376},
  url = {https://doi.org/10.1109/ACCESS.2026.3710376}
}
Journal article

Toward Psychological Digital Twins: Evaluating Large Language Models for Simulating Assessment Responses From Interview Data

A. Panfilova, V. Bolshev, M. Mozikov, V. Latynov, A. Vanin, T. Nestik, M. Kozin, A. Serohvostov, E. Tarasova, S.I. Nikolenko

IEEE Access · vol. 14 · pp. 121682–121704 · 2026

BibTeX
@article{panfilova2026_750,
  author = {Panfilova, Anastasia and Bolshev, Vadim and Mozikov, Mikhail and Latynov, Vladislav and Vanin, Alexander and Nestik, Timofei and Kozin, Mikhail and Serohvostov, Aleksandr and Tarasova, Elizaveta and Nikolenko, Sergey I.},
  title = {{Toward Psychological Digital Twins: Evaluating Large Language Models for Simulating Assessment Responses From Interview Data}},
  year = {2026},
  journal = {IEEE Access},
  volume = {14},
  pages = {121682--121704},
  doi = {10.1109/ACCESS.2026.3711753},
  url = {https://doi.org/10.1109/ACCESS.2026.3711753}
}

2025

Conference paper

MindFuse: Towards GenAI Explainability in Marketing Strategy Co-Creation

A. Farseev, M. Ongpin, Q. Yang, I. Gossoudarev, Y. Chu-Farseeva, S.I. Nikolenko

33rd ACM International Conference on Multimedia · ACM MM 2025 · pp. 12409–12418

BibTeX
@inproceedings{farseev2025_737,
  author = {Farseev, Alex and Ongpin, Marlo and Yang, Qi and Gossoudarev, Ilia and Chu-Farseeva, Yu-yi and Nikolenko, Sergey I.},
  title = {{MindFuse: Towards GenAI Explainability in Marketing Strategy Co-Creation}},
  year = {2025},
  booktitle = {33rd ACM International Conference on Multimedia},
  publisher = {ACM},
  pages = {12409--12418},
  doi = {10.1145/3746027.3758167},
  eprint = {2512.04112},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.1145/3746027.3758167}
}
Conference paper

Human-Annotated NER Dataset for the Kyrgyz Language

T. Turatali, A. Alekseev, G. Jumalieva, G. Kabaeva, S.I. Nikolenko

10th International Conference on Computer Science and Engineering · IEEE UBMK 2025 · pp. 1607–1612

BibTeX
@inproceedings{turatali2025_736,
  author = {Turatali, Timur and Alekseev, Anton and Jumalieva, Gulira and Kabaeva, Gulnara and Nikolenko, Sergey I.},
  title = {{Human-Annotated NER Dataset for the Kyrgyz Language}},
  year = {2025},
  booktitle = {10th International Conference on Computer Science and Engineering},
  pages = {1607--1612},
  doi = {10.1109/UBMK67458.2025.11206879},
  eprint = {2509.19109},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.1109/UBMK67458.2025.11206879}
}
Conference paper

ToolReflection: Improving Large Language Models for Real-World API Calls with Self-Generated Data

G. Polyakov, I.S. Alimova, D. Abulkhanov, I. Sedykh, A. Bout, S.I. Nikolenko, I. Piontkovskaya

1st Workshop for Research on Agent Language Models · REALM 2025 · pp. 184–199

BibTeX
@inproceedings{polyakov2025_735,
  author = {Polyakov, Gregory and Alimova, Ilseyar S. and Abulkhanov, Dmitry and Sedykh, Ivan and Bout, Andrey and Nikolenko, Sergey I. and Piontkovskaya, Irina},
  title = {{ToolReflection: Improving Large Language Models for Real-World API Calls with Self-Generated Data}},
  year = {2025},
  booktitle = {1st Workshop for Research on Agent Language Models},
  pages = {184--199},
  doi = {10.18653/v1/2025.realm-1.14},
  url = {https://doi.org/10.18653/v1/2025.realm-1.14}
}
Conference paper

LAMeD: LLM-generated Annotations for Memory Leak Detection

E. Shemetova, I. Smirnov, A. Alekseev, I. Shenbin, A. Rukhovich, S.I. Nikolenko, V. Lomshakov, I. Piontkovskaya

2025 International Conference on Evaluation and Assessment in Software Engineering · EASE 2025 · pp. 1024–1034

BibTeX
@inproceedings{shemetova2025_733,
  author = {Shemetova, Ekaterina and Smirnov, Ivan and Alekseev, Anton and Shenbin, Ilya and Rukhovich, Alexey and Nikolenko, Sergey I. and Lomshakov, Vadim and Piontkovskaya, Irina},
  title = {{LAMeD: LLM-generated Annotations for Memory Leak Detection}},
  year = {2025},
  booktitle = {2025 International Conference on Evaluation and Assessment in Software Engineering},
  pages = {1024--1034},
  doi = {10.1145/3756681.3756999},
  eprint = {2505.02376},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.1145/3756681.3756999}
}
Conference paper

CGFE: Efficient Range Encoding for TCAMs

J. Graf, V. Demianiuk, P. Chuprikov, Y. Feiran, S.I. Nikolenko, P. Eugster

IEEE International Conference on Computer Communications · INFOCOM 2025

BibTeX
@inproceedings{graf2025_734,
  author = {Graf, Jerome and Demianiuk, Vitalii and Chuprikov, Pavel and Feiran, Yang and Nikolenko, Sergey I. and Eugster, Patrick},
  title = {{CGFE: Efficient Range Encoding for TCAMs}},
  year = {2025},
  booktitle = {IEEE International Conference on Computer Communications},
  doi = {10.1109/INFOCOM55648.2025.11044571},
  url = {https://doi.org/10.1109/INFOCOM55648.2025.11044571}
}
Conference paper

CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search

N. Sorokin, A. Tikhonov, D. Abulkhanov, I. Piontkovskaya, I. Sedykh, S.I. Nikolenko, V. Malykh

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies · NAACL 2025 · ACM

BibTeX
@inproceedings{sorokin2025_512,
  author = {Sorokin, Nikita and Tikhonov, Anton and Abulkhanov, Dmitry and Piontkovskaya, Irina and Sedykh, Ivan and Nikolenko, Sergey I. and Malykh, Valentin},
  title = {{CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search}},
  year = {2025},
  booktitle = {Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies},
  publisher = {ACM},
  doi = {10.18653/v1/2025.naacl-srw.17},
  eprint = {2305.11626},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.18653/v1/2025.naacl-srw.17}
}
Journal article

Fusing Predictive and Large Language Models for Actionable Recommendations In Creative Marketing

Q. Yang, A. Farseev, M. Ongpin, A. Huang, Y. Chu-Farseeva, D. You, K. Lepikhin, S.I. Nikolenko

ACM Transactions on Information Systems · vol. 43 (5) · pp. 1–31 · 2025

BibTeX
@article{yang2025_494,
  author = {Yang, Qi and Farseev, Alex and Ongpin, Marlo and Huang, Alfred and Chu-Farseeva, Yu-yi and You, Da-Min and Lepikhin, Kirill and Nikolenko, Sergey I.},
  title = {{Fusing Predictive and Large Language Models for Actionable Recommendations In Creative Marketing}},
  year = {2025},
  journal = {ACM Transactions on Information Systems},
  volume = {43},
  number = {5},
  pages = {1--31},
  doi = {10.1145/3725885},
  url = {https://doi.org/10.1145/3725885}
}
Conference paper

SOEX: Explainable AI for Competitor Communications Analytics

A. Farseev, S.I. Nikolenko, Q. Yang, K. Lepikhin, D. You, Y. Chu-Farseeva, I. Gossoudarev, M. Ongpin

Companion Proceedings of the ACM on Web Conference 2025 · WWW 2025 · pp. 2823–2826

BibTeX
@inproceedings{farseev2025_493,
  author = {Farseev, Alex and Nikolenko, Sergey I. and Yang, Qi and Lepikhin, Kirill and You, Da-Min and Chu-Farseeva, Yu-yi and Gossoudarev, Ilia and Ongpin, Marlo},
  title = {{SOEX: Explainable AI for Competitor Communications Analytics}},
  year = {2025},
  booktitle = {Companion Proceedings of the ACM on Web Conference 2025},
  publisher = {ACM},
  pages = {2823--2826},
  doi = {10.1145/3701716.3715198},
  url = {https://doi.org/10.1145/3701716.3715198}
}
Patent

Automated actionable insights and content generation based upon large language models, multi-view machine learning, and generative models

A. Farseev, M. Ongpin, Q. Yang, A. Huang, S.I. Nikolenko, K. Lepikhin, Y. Chu-Farseeva

№ US20250045802A1 · published

BibTeX
@misc{farseev2025_732,
  author = {Farseev, Alex and Ongpin, Marlo and Yang, Qi and Huang, Alfred and Nikolenko, Sergey I. and Lepikhin, Kirill and Chu-Farseeva, Yu-yi},
  title = {{Automated actionable insights and content generation based upon large language models, multi-view machine learning, and generative models}},
  year = {2025},
  number = {US20250045802A1},
  url = {https://sergeynikolenko.ru/papers/732}
}
Journal article

Early Warning Prediction with Automatic Labelling in Epilepsy Patients

P. Zhang, T. Gao, J. Guo, J. Duan, S.I. Nikolenko

The ANZIAM Journal · vol. 67 · article e4 · 2025

BibTeX
@article{zhang2025_495,
  author = {Zhang, Peng and Gao, Ting and Guo, Jin and Duan, Jinqiao and Nikolenko, Sergey I.},
  title = {{Early Warning Prediction with Automatic Labelling in Epilepsy Patients}},
  year = {2025},
  journal = {The ANZIAM Journal},
  volume = {67},
  pages = {1--16},
  eid = {e4},
  doi = {10.1017/S1446181124000178},
  url = {https://doi.org/10.1017/S1446181124000178}
}
Book

Machine Learning: The Basics

S.I. Nikolenko

Piter · 2025

BibTeX
@book{nikolenko2025_492,
  author = {Nikolenko, Sergey I.},
  title = {{Machine Learning: The Basics}},
  year = {2025},
  publisher = {Piter},
  url = {https://www.piter.com/product/mashinnoe-obuchenie-osnovy}
}

2024

Conference paper

∇²DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials

K. Khrabrov, A. Ber, A. Tsypin, K. Ushenin, E. Rumiantsev, A. Telepov, D. Protasov, I. Shenbin, A. Alekseev, M. Shirokikh, S.I. Nikolenko, E. Tutubalina, A. Kadurin

Proceedings of the 38th Annual Conference on Neural Information Processing Systems · NeurIPS 2024

BibTeX
@inproceedings{khrabrov2024_498,
  author = {Khrabrov, Kuzma and Ber, Anton and Tsypin, Artem and Ushenin, Konstantin and Rumiantsev, Egor and Telepov, Alexander and Protasov, Dmitry and Shenbin, Ilya and Alekseev, Anton and Shirokikh, Mikhail and Nikolenko, Sergey I. and Tutubalina, Elena and Kadurin, Artur},
  title = {{$\nabla$$^{2}$DFT: A Universal Quantum Chemistry Dataset of Drug-Like Molecules and a Benchmark for Neural Network Potentials}},
  year = {2024},
  booktitle = {Proceedings of the 38th Annual Conference on Neural Information Processing Systems},
  eprint = {2406.14347},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2406.14347}
}
Journal articleIn Russian

Syntactic Transfer to Kyrgyz Using the Treebank Translation Method

A. Alekseev, A. Tillabaeva, G. Kabaeva, S.I. Nikolenko

Zapiski nauchnyh seminarov POMI · pp. 252–275 · 2024

BibTeX
@article{alekseev2024_497,
  author = {Alekseev, Anton and Tillabaeva, Alina and Kabaeva, Gulnara and Nikolenko, Sergey I.},
  title = {{Syntactic Transfer to Kyrgyz Using the Treebank Translation Method}},
  year = {2024},
  journal = {Zapiski nauchnyh seminarov POMI},
  pages = {252--275},
  eprint = {2412.13146},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2412.13146}
}
Journal articleIn Russian

Large Language Models for Source Code Generation and Editing

V. Lomshakov, S.I. Nikolenko

Zapiski nauchnyh seminarov POMI · pp. 276–350 · 2024

BibTeX
@article{lomshakov2024_496,
  author = {Lomshakov, Vadim and Nikolenko, Sergey I.},
  title = {{Large Language Models for Source Code Generation and Editing}},
  year = {2024},
  journal = {Zapiski nauchnyh seminarov POMI},
  pages = {276--350},
  url = {http://www.pdmi.ras.ru/znsl/2024/v540/abs351.html}
}
Conference paper

Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option

K. Yakovlev, S.I. Nikolenko, A. Bout

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · EMNLP 2024

BibTeX
@inproceedings{yakovlev2024_501,
  author = {Yakovlev, Konstantin and Nikolenko, Sergey I. and Bout, Andrey},
  title = {{Toolken+: Improving LLM Tool Usage with Reranking and a Reject Option}},
  year = {2024},
  booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing},
  url = {https://sergeynikolenko.ru/papers/501}
}
Conference paper

ProConSuL: Project Context for Code Summarization with LLMs

V. Lomshakov, A. Podivilov, S. Savin, O. Baryshnikov, A. Lisevych, S.I. Nikolenko

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · EMNLP 2024

BibTeX
@inproceedings{lomshakov2024_500,
  author = {Lomshakov, Vadim and Podivilov, Andrey and Savin, Sergey and Baryshnikov, Oleg and Lisevych, Alena and Nikolenko, Sergey I.},
  title = {{ProConSuL: Project Context for Code Summarization with LLMs}},
  year = {2024},
  booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing},
  url = {https://sergeynikolenko.ru/papers/500}
}
Conference paper

Robust AI-Generated Text Detection by Restricted Embeddings

K. Kuznetsov, E. Tulchinskii, L. Kushnareva, G. Magai, S. Barannikov, S.I. Nikolenko, I. Piontkovskaya

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · EMNLP 2024

BibTeX
@inproceedings{kuznetsov2024_499,
  author = {Kuznetsov, Kristian and Tulchinskii, Eduard and Kushnareva, Laida and Magai, German and Barannikov, Serguei and Nikolenko, Sergey I. and Piontkovskaya, Irina},
  title = {{Robust AI-Generated Text Detection by Restricted Embeddings}},
  year = {2024},
  booktitle = {Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing},
  url = {https://sergeynikolenko.ru/papers/499}
}
Conference paper

STIR: Siamese Transformer for Image Retrieval Postprocessing

A. Shabanov, A. Tarasov, S.I. Nikolenko

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management · CIKM 2024

BibTeX
@inproceedings{shabanov2024_511,
  author = {Shabanov, Aleksei and Tarasov, Aleksei and Nikolenko, Sergey I.},
  title = {{STIR: Siamese Transformer for Image Retrieval Postprocessing}},
  year = {2024},
  booktitle = {Proceedings of the 33rd ACM International Conference on Information and Knowledge Management},
  eprint = {2304.13393},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2304.13393}
}
Conference paperCOLM 2024 Outstanding Paper Award

Boundary detection in mixed AI-human texts

L. Kushnareva, T. Gaintseva, D. Abulkhanov, K. Kuznetsov, G. Magai, E. Tulchinskii, S. Barannikov, S.I. Nikolenko, I. Piontkovskaya

Proceedings of the 2024 Conference on Language Modeling · COLM 2024

BibTeX
@inproceedings{kushnareva2024_502,
  author = {Kushnareva, Laida and Gaintseva, Tatiana and Abulkhanov, Dmitry and Kuznetsov, Kristian and Magai, German and Tulchinskii, Eduard and Barannikov, Serguei and Nikolenko, Sergey I. and Piontkovskaya, Irina},
  title = {{Boundary detection in mixed AI-human texts}},
  year = {2024},
  booktitle = {Proceedings of the 2024 Conference on Language Modeling},
  eprint = {2311.08349},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2311.08349},
  note = {COLM 2024 Outstanding Paper Award}
}
Conference paper

Neural Click Models for Recommender Systems

M. Shirokikh, I. Shenbin, A. Alekseev, A. Volodkevich, A. Vasilev, A. Savchenko, S.I. Nikolenko

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval · SIGIR 2024 · pp. 2553–2558

BibTeX
@inproceedings{shirokikh2024_504,
  author = {Shirokikh, Mikhail and Shenbin, Ilya and Alekseev, Anton and Volodkevich, Anna and Vasilev, Aleksei and Savchenko, Andrey and Nikolenko, Sergey I.},
  title = {{Neural Click Models for Recommender Systems}},
  year = {2024},
  booktitle = {Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval},
  pages = {2553--2558},
  doi = {10.1145/3626772.3657939},
  url = {https://doi.org/10.1145/3626772.3657939}
}
Preprint

SOMONITOR: Explainable Marketing Data Processing and Analysis with Large Language Models

A. Farseev, Q. Yang, M. Ongpin, I. Gossoudarev, Y. Chu-Farseeva, S.I. Nikolenko

arXiv · 2024

BibTeX
@misc{farseev2024_503,
  author = {Farseev, Alex and Yang, Qi and Ongpin, Marlo and Gossoudarev, Ilia and Chu-Farseeva, Yu-yi and Nikolenko, Sergey I.},
  title = {{SOMONITOR: Explainable Marketing Data Processing and Analysis with Large Language Models}},
  year = {2024},
  eprint = {2407.13117},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2407.13117}
}
Preprint

Improving Interpretability and Robustness for the Detection of AI-Generated Images

T. Gaintseva, L. Kushnareva, G. Magai, I. Piontkovskaya, S.I. Nikolenko, M. Benning, S. Barannikov, G. Slabaugh

arXiv · 2024

BibTeX
@misc{gaintseva2024_753,
  author = {Gaintseva, Tatiana and Kushnareva, Laida and Magai, German and Piontkovskaya, Irina and Nikolenko, Sergey I. and Benning, Martin and Barannikov, Serguei and Slabaugh, Gregory},
  title = {{Improving Interpretability and Robustness for the Detection of AI-Generated Images}},
  year = {2024},
  eprint = {2406.15035},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2406.15035}
}
Conference paper

ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering

I. Shenbin, S.I. Nikolenko

Proceedings of the 12th International Conference on Learning Representations · ICLR 2024

BibTeX
@inproceedings{shenbin2024_506,
  author = {Shenbin, Ilya and Nikolenko, Sergey I.},
  title = {{ImplicitSLIM and How it Improves Embedding-based Collaborative Filtering}},
  year = {2024},
  booktitle = {Proceedings of the 12th International Conference on Learning Representations},
  url = {https://sergeynikolenko.ru/papers/506}
}
Conference paper

Searching by Code: a New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets

I. Sedykh, N. Sorokin, D. Abulkhanov, S.I. Nikolenko, V. Malykh

Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation · LREC-COLING 2024 · pp. 14472–14477

BibTeX
@inproceedings{sedykh2024_505,
  author = {Sedykh, Ivan and Sorokin, Nikita and Abulkhanov, Dmitry and Nikolenko, Sergey I. and Malykh, Valentin},
  title = {{Searching by Code: a New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets}},
  year = {2024},
  booktitle = {Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation},
  pages = {14472--14477},
  eprint = {2305.11625},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2305.11625}
}

2023

Conference paper

Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts

E. Tulchinskii, K. Kuznetsov, L. Kushnareva, D. Cherniavskii, S.I. Nikolenko, I. Piontkovskaya, S. Barannikov, E. Burnaev

37th Conference on Neural Information Processing Systems · NeurIPS 2023

BibTeX
@inproceedings{tulchinskii2023_518,
  author = {Tulchinskii, Eduard and Kuznetsov, Kristian and Kushnareva, Laida and Cherniavskii, Daniil and Nikolenko, Sergey I. and Piontkovskaya, Irina and Barannikov, Serguei and Burnaev, Evgeny},
  title = {{Intrinsic Dimension Estimation for Robust Detection of AI-Generated Texts}},
  year = {2023},
  booktitle = {37th Conference on Neural Information Processing Systems},
  eprint = {2306.04723},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2306.04723}
}
Conference paper

Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule

A. Bout, A. Podolskiy, S.I. Nikolenko, I. Piontkovskaya

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · EMNLP 2023 · pp. 5800–5816

BibTeX
@inproceedings{bout2023_514,
  author = {Bout, Andrey and Podolskiy, Alexander and Nikolenko, Sergey I. and Piontkovskaya, Irina},
  title = {{Efficient Grammatical Error Correction Via Multi-Task Training and Optimized Training Schedule}},
  year = {2023},
  booktitle = {Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing},
  pages = {5800--5816},
  eprint = {2311.11813},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2311.11813}
}
Journal article

Blending of Predictions Boosts Understanding for Multimodal Advertisements

A. Alekseev, A. Savchenko, E. Tutubalina, E. Myasnikov, S.I. Nikolenko

Zapiski nauchnyh seminarov POMI · pp. 176–196 · 2023

English journal version: Journal of Mathematical Sciences, 285(1), 126–141 (2024)

BibTeX
@article{alekseev2023_508,
  author = {Alekseev, Anton and Savchenko, Andrey and Tutubalina, Elena and Myasnikov, Evgeny and Nikolenko, Sergey I.},
  title = {{Blending of Predictions Boosts Understanding for Multimodal Advertisements}},
  year = {2023},
  journal = {Zapiski nauchnyh seminarov POMI},
  pages = {176--196},
  url = {https://www.pdmi.ras.ru/znsl/2023/v529/abs176.html},
  note = {Journal of Mathematical Sciences 285(1), 2024, pp. 126–141, doi: 10.1007/s10958-024-07438-w}
}
Journal article

User Response Modeling in Recommender Systems: A Survey

M. Shirokikh, I. Shenbin, A. Alekseev, A. Volodkevich, A. Vasilev, S.I. Nikolenko

Zapiski nauchnyh seminarov POMI · pp. 141–190 · 2023

English journal version: Journal of Mathematical Sciences, 285(2), 255–293 (2024)

BibTeX
@article{shirokikh2023_507,
  author = {Shirokikh, Mikhail and Shenbin, Ilya and Alekseev, Anton and Volodkevich, Anna and Vasilev, Aleksei and Nikolenko, Sergey I.},
  title = {{User Response Modeling in Recommender Systems: A Survey}},
  year = {2023},
  journal = {Zapiski nauchnyh seminarov POMI},
  pages = {141--190},
  url = {https://www.pdmi.ras.ru/znsl/2023/v530/abs141.html},
  note = {Journal of Mathematical Sciences 285(2), 2024, pp. 255–293, doi: 10.1007/s10958-024-07431-3}
}
Conference paper

Against Opacity: Explainable AI and Large Language Models for Effective Digital Advertising

Q. Yang, M. Ongpin, S.I. Nikolenko, A. Huang, A. Farseev

Proceedings of the 31st ACM International Conference on Multimedia · MM 2023 · pp. 9299–9305

BibTeX
@inproceedings{yang2023_515,
  author = {Yang, Qi and Ongpin, Marlo and Nikolenko, Sergey I. and Huang, Alfred and Farseev, Alex},
  title = {{Against Opacity: Explainable AI and Large Language Models for Effective Digital Advertising}},
  year = {2023},
  booktitle = {Proceedings of the 31st ACM International Conference on Multimedia},
  pages = {9299--9305},
  doi = {10.1145/3581783.3612817},
  eprint = {2504.20064},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.1145/3581783.3612817}
}
Preprint

Machine Learning for SAT: Restricted Heuristics and New Graph Representations

M. Shirokikh, I. Shenbin, A. Alekseev, S.I. Nikolenko

arXiv · 2023

BibTeX
@misc{shirokikh2023_516,
  author = {Shirokikh, Mikhail and Shenbin, Ilya and Alekseev, Anton and Nikolenko, Sergey I.},
  title = {{Machine Learning for SAT: Restricted Heuristics and New Graph Representations}},
  year = {2023},
  eprint = {2307.09141},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2307.09141}
}
Conference paper

Topological Data Analysis for Speech Processing

E. Tulchinskii, K. Kuznetsov, L. Kushnareva, D. Cherniavskii, S. Barannikov, I. Piontkovskaya, S.I. Nikolenko, E. Burnaev

Proceedings of the 24th INTERSPEECH · INTERSPEECH 2023 · pp. 311–315

BibTeX
@inproceedings{tulchinskii2023_519,
  author = {Tulchinskii, Eduard and Kuznetsov, Kristian and Kushnareva, Laida and Cherniavskii, Daniil and Barannikov, Serguei and Piontkovskaya, Irina and Nikolenko, Sergey I. and Burnaev, Evgeny},
  title = {{Topological Data Analysis for Speech Processing}},
  year = {2023},
  booktitle = {Proceedings of the 24th INTERSPEECH},
  pages = {311--315},
  doi = {10.21437/Interspeech.2023-1861},
  eprint = {2211.17223},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.21437/Interspeech.2023-1861}
}
Conference paper

Sinkhorn Transformations for Single-Query Postprocessing in Text-Video Retrieval

K. Yakovlev, G. Polyakov, I.S. Alimova, A. Podolskiy, A. Bout, S.I. Nikolenko, I. Piontkovskaya

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval · SIGIR 2023 · pp. 2394–2398

BibTeX
@inproceedings{yakovlev2023_522,
  author = {Yakovlev, Konstantin and Polyakov, Gregory and Alimova, Ilseyar S. and Podolskiy, Alexander and Bout, Andrey and Nikolenko, Sergey I. and Piontkovskaya, Irina},
  title = {{Sinkhorn Transformations for Single-Query Postprocessing in Text-Video Retrieval}},
  year = {2023},
  booktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval},
  pages = {2394--2398},
  doi = {10.1145/3539618.3592064},
  eprint = {2311.08143},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.1145/3539618.3592064}
}
Conference paper

LAPCA: Language-Agnostic Pretraining with Cross-Lingual Alignment

D. Abulkhanov, N. Sorokin, S.I. Nikolenko, V. Malykh

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval · SIGIR 2023 · pp. 2098–2102

BibTeX
@inproceedings{abulkhanov2023_521,
  author = {Abulkhanov, Dmitry and Sorokin, Nikita and Nikolenko, Sergey I. and Malykh, Valentin},
  title = {{LAPCA: Language-Agnostic Pretraining with Cross-Lingual Alignment}},
  year = {2023},
  booktitle = {Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval},
  pages = {2098--2102},
  doi = {10.1145/3539618.3592006},
  url = {https://doi.org/10.1145/3539618.3592006}
}
Conference paper

GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding

K. Yakovlev, A. Podolskiy, A. Bout, S.I. Nikolenko, I. Piontkovskaya

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · ACL 2023 · pp. 1546–1558

BibTeX
@inproceedings{yakovlev2023_520,
  author = {Yakovlev, Konstantin and Podolskiy, Alexander and Bout, Andrey and Nikolenko, Sergey I. and Piontkovskaya, Irina},
  title = {{GEC-DePenD: Non-Autoregressive Grammatical Error Correction with Decoupled Permutation and Decoding}},
  year = {2023},
  booktitle = {Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)},
  pages = {1546--1558},
  doi = {10.18653/v1/2023.acl-long.86},
  eprint = {2311.08191},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.18653/v1/2023.acl-long.86}
}
Conference paper

Fine-Tuning Large Language Models for Answering Programming Questions with Code Snippets

V. Lomshakov, S. Kovalchuk, M. Omelchenko, S.I. Nikolenko, A. Aliev

Proceedings of the International Conference on Computational Science 2023 · ICCS 2023 · pp. 171–179

BibTeX
@inproceedings{lomshakov2023_523,
  author = {Lomshakov, Vadim and Kovalchuk, Sergey and Omelchenko, Maxim and Nikolenko, Sergey I. and Aliev, Artem},
  title = {{Fine-Tuning Large Language Models for Answering Programming Questions with Code Snippets}},
  year = {2023},
  booktitle = {Proceedings of the International Conference on Computational Science 2023},
  pages = {171--179},
  doi = {10.1007/978-3-031-36021-3_15},
  url = {https://doi.org/10.1007/978-3-031-36021-3_15}
}
Conference paper

Benchmarking Multi-Label Topic Classification in Kyrgyz Language

A. Alekseev, S.I. Nikolenko, G. Kabaeva

Proceedings of the 11th International Conference on Analysis of Images, Social Networks and Texts · AIST 2023

BibTeX
@inproceedings{alekseev2023_517,
  author = {Alekseev, Anton and Nikolenko, Sergey I. and Kabaeva, Gulnara},
  title = {{Benchmarking Multi-Label Topic Classification in Kyrgyz Language}},
  year = {2023},
  booktitle = {Proceedings of the 11th International Conference on Analysis of Images, Social Networks and Texts},
  eprint = {2308.15952},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2308.15952}
}
Preprint

Searching by Code: a New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets

I. Sedykh, D. Abulkhanov, N. Sorokin, S.I. Nikolenko, V. Malykh

arXiv · 2023

BibTeX
@misc{sedykh2023_513,
  author = {Sedykh, Ivan and Abulkhanov, Dmitry and Sorokin, Nikita and Nikolenko, Sergey I. and Malykh, Valentin},
  title = {{Searching by Code: a New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets}},
  year = {2023},
  eprint = {2305.11625},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2305.11625}
}
Conference paper

SoCraft: Advertiser-level Predictive Scoring for Creative Performance on Meta

A. Huang, Q. Yang, S.I. Nikolenko, M. Ongpin, I. Gossoudarev, N.Y. Duong, K. Lepikhin, S. Vishnyakov, Y. Chu-Farseeva, A. Farseev

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining · WSDM 2023 · pp. 1132–1135

BibTeX
@inproceedings{huang2023_525,
  author = {Huang, Alfred and Yang, Qi and Nikolenko, Sergey I. and Ongpin, Marlo and Gossoudarev, Ilia and Duong, Ngoc Yen and Lepikhin, Kirill and Vishnyakov, Sergey and Chu-Farseeva, Yu-yi and Farseev, Alex},
  title = {{SoCraft: Advertiser-level Predictive Scoring for Creative Performance on Meta}},
  year = {2023},
  booktitle = {Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining},
  pages = {1132--1135},
  doi = {10.1145/3539597.3573032},
  url = {https://doi.org/10.1145/3539597.3573032}
}
Conference paper

"Just To See You Smile": SMILEY, a Voice-Guided GAN

Q. Yang, C. Tzelepis, S.I. Nikolenko, I. Patras, A. Farseev

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining · WSDM 2023 · pp. 1196–1199

BibTeX
@inproceedings{yang2023_524,
  author = {Yang, Qi and Tzelepis, Christos and Nikolenko, Sergey I. and Patras, Ioannis and Farseev, Alex},
  title = {{"Just To See You Smile": SMILEY, a Voice-Guided GAN}},
  year = {2023},
  booktitle = {Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining},
  pages = {1196--1199},
  doi = {10.1145/3539597.3573031},
  url = {https://doi.org/10.1145/3539597.3573031}
}

2022

Journal article

nablaDFT: Large-Scale Conformational Energy and Hamiltonian Prediction benchmark and dataset

K. Khrabrov, I. Shenbin, A. Ryabov, A. Tsypin, A. Telepov, A. Alekseev, A. Grishin, P. Strashnov, P. Zhilyaev, S.I. Nikolenko, A. Kadurin

Physical Chemistry Chemical Physics · pp. 25853–25863 · 2022

BibTeX
@article{khrabrov2022_528,
  author = {Khrabrov, Kuzma and Shenbin, Ilya and Ryabov, Alexander and Tsypin, Artem and Telepov, Alexander and Alekseev, Anton and Grishin, Alexander and Strashnov, Pavel and Zhilyaev, Petr and Nikolenko, Sergey I. and Kadurin, Artur},
  title = {{nablaDFT: Large-Scale Conformational Energy and Hamiltonian Prediction benchmark and dataset}},
  year = {2022},
  journal = {Physical Chemistry Chemical Physics},
  pages = {25853--25863},
  doi = {10.1039/D2CP03966D},
  url = {https://doi.org/10.1039/D2CP03966D}
}
Patent

Topic models with sentiment priors based on distributed representations

E. Tutubalina, S.I. Nikolenko

№ US11379668B2 · 2022 · granted

BibTeX
@misc{tutubalina2022_553,
  author = {Tutubalina, Elena and Nikolenko, Sergey I.},
  title = {{Topic models with sentiment priors based on distributed representations}},
  year = {2022},
  number = {US11379668B2},
  url = {https://sergeynikolenko.ru/papers/553}
}
Conference paper

DetIE: Multilingual Open Information Extraction Inspired by Object Detection

M. Vasilkovsky, A. Alekseev, V. Malykh, I. Shenbin, E. Tutubalina, D. Salikhov, M. Stepnov, A. Chertok, S.I. Nikolenko

Proceedings of the 36th AAAI Conference on Artificial Intelligence · AAAI-22 · 2022

BibTeX
@inproceedings{vasilkovsky2022_510,
  author = {Vasilkovsky, Michael and Alekseev, Anton and Malykh, Valentin and Shenbin, Ilya and Tutubalina, Elena and Salikhov, Dmitriy and Stepnov, Mikhail and Chertok, Andrey and Nikolenko, Sergey I.},
  title = {{DetIE: Multilingual Open Information Extraction Inspired by Object Detection}},
  year = {2022},
  booktitle = {Proceedings of the 36th AAAI Conference on Artificial Intelligence},
  eprint = {2206.12514},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2206.12514}
}
Journal article

Self-supervised recurrent depth estimation with attention mechanisms

I. Makarov, M. Bakhanova, S.I. Nikolenko, O. Gerasimova

PeerJ Computer Science · article e865 · 2022

BibTeX
@article{makarov2022_532,
  author = {Makarov, Ilya and Bakhanova, Maria and Nikolenko, Sergey I. and Gerasimova, Olga},
  title = {{Self-supervised recurrent depth estimation with attention mechanisms}},
  year = {2022},
  journal = {PeerJ Computer Science},
  eid = {e865},
  doi = {10.7717/peerj-cs.865},
  url = {https://doi.org/10.7717/peerj-cs.865}
}
Conference paper

RuCCoN: Clinical Concept Normalization in Russian

A. Nesterov, G. Zubkova, Z. Miftakhutdinov, V. Kokh, E. Tutubalina, A. Shelmanov, A. Alekseev, M. Avetisian, A. Chertok, S.I. Nikolenko

Findings of the Association for Computational Linguistics: ACL 2022 · ACL Findings 2022 · pp. 239–245

BibTeX
@inproceedings{nesterov2022_531,
  author = {Nesterov, Alexandr and Zubkova, Galina and Miftakhutdinov, Zulfat and Kokh, Vladimir and Tutubalina, Elena and Shelmanov, Artem and Alekseev, Anton and Avetisian, Manvel and Chertok, Andrey and Nikolenko, Sergey I.},
  title = {{RuCCoN: Clinical Concept Normalization in Russian}},
  year = {2022},
  booktitle = {Findings of the Association for Computational Linguistics: ACL 2022},
  pages = {239--245},
  doi = {10.18653/v1/2022.findings-acl.21},
  url = {https://doi.org/10.18653/v1/2022.findings-acl.21}
}
Journal article

Do we behave differently on Twitter and Facebook: Multi-view social network user personality profiling for content recommendation

Q. Yang, A. Farseev, S.I. Nikolenko, A. Filchenkov

Frontiers in Big Data · pp. 931206 · 2022

BibTeX
@article{yang2022_530,
  author = {Yang, Qi and Farseev, Alex and Nikolenko, Sergey I. and Filchenkov, Andrey},
  title = {{Do we behave differently on Twitter and Facebook: Multi-view social network user personality profiling for content recommendation}},
  year = {2022},
  journal = {Frontiers in Big Data},
  pages = {931206},
  doi = {10.3389/fdata.2022.931206},
  url = {https://doi.org/10.3389/fdata.2022.931206}
}
Conference paper

Personality-Driven Social Multimedia Content Recommendation

Q. Yang, S.I. Nikolenko, A. Huang, A. Farseev

Proceedings of the 30th ACM International Conference on Multimedia · MM 2022 · pp. 7290–7299

BibTeX
@inproceedings{yang2022_529,
  author = {Yang, Qi and Nikolenko, Sergey I. and Huang, Alfred and Farseev, Alex},
  title = {{Personality-Driven Social Multimedia Content Recommendation}},
  year = {2022},
  booktitle = {Proceedings of the 30th ACM International Conference on Multimedia},
  pages = {7290--7299},
  doi = {10.1145/3503161.3548769},
  eprint = {2207.12236},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.1145/3503161.3548769}
}
Conference paper

Medical Crossing: a Cross-lingual Evaluation of Clinical Entity Linking

A. Alekseev, Z. Miftakhutdinov, E. Tutubalina, A. Shelmanov, V. Ivanov, V. Kokh, A. Nesterov, M. Avetisian, A. Chertok, S.I. Nikolenko

Proceedings of the Thirteenth Language Resources and Evaluation Conference · LREC 2022 · pp. 4212–4220

BibTeX
@inproceedings{alekseev2022_527,
  author = {Alekseev, Anton and Miftakhutdinov, Zulfat and Tutubalina, Elena and Shelmanov, Artem and Ivanov, Vladimir and Kokh, Vladimir and Nesterov, Alexandr and Avetisian, Manvel and Chertok, Andrey and Nikolenko, Sergey I.},
  title = {{Medical Crossing: a Cross-lingual Evaluation of Clinical Entity Linking}},
  year = {2022},
  booktitle = {Proceedings of the Thirteenth Language Resources and Evaluation Conference},
  pages = {4212--4220},
  url = {https://sergeynikolenko.ru/papers/527}
}
Journal articleIn Russian

Open-set face identification with automatic detection of out-of-distribution images

A. Sokolova, A. Savchenko, S.I. Nikolenko

Computer Optics · pp. 801–807 · 2022

BibTeX
@article{sokolova2022_526,
  author = {Sokolova, Anastasia and Savchenko, Andrey and Nikolenko, Sergey I.},
  title = {{Open-set face identification with automatic detection of out-of-distribution images}},
  year = {2022},
  journal = {Computer Optics},
  pages = {801--807},
  doi = {10.18287/2412-6179-CO-1061},
  url = {https://doi.org/10.18287/2412-6179-CO-1061}
}

2021

Journal article

Cross-Domain Limitations of Neural Models on Biomedical Relation Classification

I.S. Alimova, E. Tutubalina, S.I. Nikolenko

IEEE Access · pp. 1432–1439 · 2021

BibTeX
@article{alimova2021_535,
  author = {Alimova, Ilseyar S. and Tutubalina, Elena and Nikolenko, Sergey I.},
  title = {{Cross-Domain Limitations of Neural Models on Biomedical Relation Classification}},
  year = {2021},
  journal = {IEEE Access},
  pages = {1432--1439},
  doi = {10.1109/ACCESS.2021.3135381},
  url = {https://doi.org/10.1109/ACCESS.2021.3135381}
}
Journal article

Computational Discovery of TTF Molecules with Deep Generative Models

A. Yakubovich, A. Odinokov, S.I. Nikolenko, Y. Jung, H. Choi

Frontiers in Chemistry · 2021

BibTeX
@article{yakubovich2021_534,
  author = {Yakubovich, Alexander and Odinokov, Alexey and Nikolenko, Sergey I. and Jung, Yongsik and Choi, Hyeonho},
  title = {{Computational Discovery of TTF Molecules with Deep Generative Models}},
  year = {2021},
  journal = {Frontiers in Chemistry},
  doi = {10.3389/fchem.2021.800133},
  url = {https://doi.org/10.3389/fchem.2021.800133}
}
Conference paper

Near-Zero-Shot Suggestion Mining with a Little Help from WordNet

A. Alekseev, E. Tutubalina, S. Kwon, S.I. Nikolenko

Proceedings of the 10th International Conference on Analysis of Images, Social Networks and Texts · AIST 2021 · pp. 23–36 · Springer

BibTeX
@inproceedings{alekseev2021_533,
  author = {Alekseev, Anton and Tutubalina, Elena and Kwon, Sejeong and Nikolenko, Sergey I.},
  title = {{Near-Zero-Shot Suggestion Mining with a Little Help from WordNet}},
  year = {2021},
  booktitle = {Proceedings of the 10th International Conference on Analysis of Images, Social Networks and Texts},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  pages = {23--36},
  doi = {10.1007/978-3-031-16500-9_3},
  eprint = {2111.12956},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.1007/978-3-031-16500-9_3}
}
Journal article

Approximate Packet Classifiers With Controlled Accuracy

V. Demianiuk, K. Kogan, S.I. Nikolenko

IEEE Transactions on Networking · pp. 1141–1154 · 2021

BibTeX
@article{demianiuk2021_537,
  author = {Demianiuk, Vitalii and Kogan, Kirill and Nikolenko, Sergey I.},
  title = {{Approximate Packet Classifiers With Controlled Accuracy}},
  year = {2021},
  journal = {IEEE Transactions on Networking},
  pages = {1141--1154},
  doi = {10.1109/TNET.2021.3056948},
  url = {https://doi.org/10.1109/TNET.2021.3056948}
}
Conference paper

SRPT-based Congestion Control for Flows with Unknown Sizes

A. Davydow, S.I. Nikolenko, V. Demianiuk, P. Chuprikov, K. Kogan

2021 IFIP Networking Conference (IFIP Networking) · pp. 1–10

BibTeX
@inproceedings{davydow2021_536,
  author = {Davydow, Alex and Nikolenko, Sergey I. and Demianiuk, Vitalii and Chuprikov, Pavel and Kogan, Kirill},
  title = {{SRPT-based Congestion Control for Flows with Unknown Sizes}},
  year = {2021},
  booktitle = {2021 IFIP Networking Conference (IFIP Networking)},
  pages = {1--10},
  doi = {10.23919/IFIPNetworking52078.2021.9472780},
  url = {https://doi.org/10.23919/IFIPNetworking52078.2021.9472780}
}
Journal article

Formalization and taxonomy of compute-aggregate problems for cloud computing applications

P. Chuprikov, A. Davydow, K. Kogan, S.I. Nikolenko, A.V. Sirotkin

Computer Networks · 2021

BibTeX
@article{chuprikov2021_548,
  author = {Chuprikov, Pavel and Davydow, Alex and Kogan, Kirill and Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{Formalization and taxonomy of compute-aggregate problems for cloud computing applications}},
  year = {2021},
  journal = {Computer Networks},
  doi = {10.1016/j.comnet.2021.107915},
  url = {https://doi.org/10.1016/j.comnet.2021.107915}
}
Journal article

Competitive buffer management for packets with latency constraints

A. Davydow, P. Chuprikov, S.I. Nikolenko, K. Kogan

Computer Networks · 2021

BibTeX
@article{davydow2021_547,
  author = {Davydow, Alex and Chuprikov, Pavel and Nikolenko, Sergey I. and Kogan, Kirill},
  title = {{Competitive buffer management for packets with latency constraints}},
  year = {2021},
  journal = {Computer Networks},
  doi = {10.1016/j.comnet.2021.107942},
  url = {https://doi.org/10.1016/j.comnet.2021.107942}
}
Journal article

Recovering Word Forms by Context for Morphologically Rich Languages

A. Alekseev, S.I. Nikolenko

Zapiski nauchnyh seminarov POMI · pp. 129–136 · 2021

BibTeX
@article{alekseev2021_544,
  author = {Alekseev, Anton and Nikolenko, Sergey I.},
  title = {{Recovering Word Forms by Context for Morphologically Rich Languages}},
  year = {2021},
  journal = {Zapiski nauchnyh seminarov POMI},
  pages = {129--136},
  url = {https://sergeynikolenko.ru/papers/544}
}
Journal article

Deep Learning for Natural Language Processing: A Survey

E. Arkhangelskaya, S.I. Nikolenko

Zapiski nauchnyh seminarov POMI · pp. 137–205 · 2021

BibTeX
@article{arkhangelskaya2021_543,
  author = {Arkhangelskaya, Ekaterina and Nikolenko, Sergey I.},
  title = {{Deep Learning for Natural Language Processing: A Survey}},
  year = {2021},
  journal = {Zapiski nauchnyh seminarov POMI},
  pages = {137--205},
  url = {https://sergeynikolenko.ru/papers/543}
}
Journal article

Word-based Russian text augmentation for character-level models

R. Galinsky, A. Alekseev, S.I. Nikolenko

Zapiski nauchnyh seminarov POMI · pp. 206–221 · 2021

BibTeX
@article{galinsky2021_542,
  author = {Galinsky, Ruslan and Alekseev, Anton and Nikolenko, Sergey I.},
  title = {{Word-based Russian text augmentation for character-level models}},
  year = {2021},
  journal = {Zapiski nauchnyh seminarov POMI},
  pages = {206--221},
  url = {https://sergeynikolenko.ru/papers/542}
}
Journal article

Topic Models with Sentiment Priors Based on Distributed Representations

E. Tutubalina, S.I. Nikolenko

Zapiski nauchnyh seminarov POMI · pp. 284–301 · 2021

BibTeX
@article{tutubalina2021_541,
  author = {Tutubalina, Elena and Nikolenko, Sergey I.},
  title = {{Topic Models with Sentiment Priors Based on Distributed Representations}},
  year = {2021},
  journal = {Zapiski nauchnyh seminarov POMI},
  pages = {284--301},
  url = {https://sergeynikolenko.ru/papers/541}
}
Preprint

Towards General Purpose Geometry-Preserving Single-View Depth Estimation

M. Romanov, N. Patatkin, A. Vorontsova, S.I. Nikolenko, A. Konushin, D. Senyushkin

arXiv · 2021

BibTeX
@misc{romanov2021_540,
  author = {Romanov, Mikhail and Patatkin, Nikolay and Vorontsova, Anna and Nikolenko, Sergey I. and Konushin, Anton and Senyushkin, Dmitry},
  title = {{Towards General Purpose Geometry-Preserving Single-View Depth Estimation}},
  year = {2021},
  eprint = {2009.12419},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2009.12419}
}
Journal article

Robust Distributed Monitoring of Traffic Flows

V. Demianiuk, S. Gorinsky, S.I. Nikolenko, K. Kogan

IEEE Transactions on Networking · pp. 275–288 · 2021

BibTeX
@article{demianiuk2021_538,
  author = {Demianiuk, Vitalii and Gorinsky, Sergey and Nikolenko, Sergey I. and Kogan, Kirill},
  title = {{Robust Distributed Monitoring of Traffic Flows}},
  year = {2021},
  journal = {IEEE Transactions on Networking},
  pages = {275--288},
  doi = {10.1109/TNET.2020.3034890},
  url = {https://doi.org/10.1109/TNET.2020.3034890}
}
Journal article

The Russian Drug Reaction Corpus and neural models for drug reactions and effectiveness detection in user reviews.

E. Tutubalina, I.S. Alimova, Z. Miftakhutdinov, A. Sakhovskiy, V. Malykh, S.I. Nikolenko

Bioinformatics · pp. 243–249 · 2021

BibTeX
@article{tutubalina2021_539,
  author = {Tutubalina, Elena and Alimova, Ilseyar S. and Miftakhutdinov, Zulfat and Sakhovskiy, Andrey and Malykh, Valentin and Nikolenko, Sergey I.},
  title = {{The Russian Drug Reaction Corpus and neural models for drug reactions and effectiveness detection in user reviews.}},
  year = {2021},
  journal = {Bioinformatics},
  pages = {243--249},
  doi = {10.1093/bioinformatics/btaa675},
  eprint = {2004.03659},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.1093/bioinformatics/btaa675}
}
Book

Synthetic Data for Deep Learning

S.I. Nikolenko

Springer · 2021

BibTeX
@book{nikolenko2021_509,
  author = {Nikolenko, Sergey I.},
  title = {{Synthetic Data for Deep Learning}},
  year = {2021},
  publisher = {Springer},
  doi = {10.1007/978-3-030-75178-4},
  url = {https://doi.org/10.1007/978-3-030-75178-4}
}

2020

Journal article

Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models

D. Polykovskiy, A. Zhebrak, B. Sanchez-Lengeling, S. Golovanov, O. Tatanov, S. Belyaev, R. Kurbanov, A. Artamonov, V. Aladinsky, M. Veselov, A. Kadurin, S.I. Nikolenko, A. Aspuru-Guzlik, A. Zhavoronkov

Frontiers in Pharmacology · 2020

BibTeX
@article{polykovskiy2020_578,
  author = {Polykovskiy, Daniil and Zhebrak, Alexander and Sanchez-Lengeling, Benjamin and Golovanov, Sergey and Tatanov, Oktai and Belyaev, Stanislav and Kurbanov, Rauf and Artamonov, Aleksey and Aladinsky, Vladimir and Veselov, Mark and Kadurin, Artur and Nikolenko, Sergey I. and Aspuru-Guzlik, Alan and Zhavoronkov, Alex},
  title = {{Molecular Sets (MOSES): A Benchmarking Platform for Molecular Generation Models}},
  year = {2020},
  journal = {Frontiers in Pharmacology},
  doi = {10.3389/fphar.2020.565644},
  eprint = {1811.12823},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.3389/fphar.2020.565644}
}
Patent

System and method for domain adaptation using synthetic data

S.I. Nikolenko, Y. Behzadi

№ US20200320347A1

BibTeX
@misc{nikolenko2020_557,
  author = {Nikolenko, Sergey I. and Behzadi, Yashar},
  title = {{System and method for domain adaptation using synthetic data}},
  year = {2020},
  number = {US20200320347A1},
  url = {https://sergeynikolenko.ru/papers/557}
}
Journal article

Towards Software-Defined Buffer Management

K. Kogan, D. Menikkumbura, G. Petri, Y. Noh, S.I. Nikolenko, A.V. Sirotkin, P. Eugster

IEEE Transactions on Networking · pp. 2337–2349 · 2020

BibTeX
@article{kogan2020_550,
  author = {Kogan, Kirill and Menikkumbura, Danushka and Petri, Gustavo and Noh, Youngtae and Nikolenko, Sergey I. and Sirotkin, Alexander V. and Eugster, Patrick},
  title = {{Towards Software-Defined Buffer Management}},
  year = {2020},
  journal = {IEEE Transactions on Networking},
  pages = {2337--2349},
  doi = {10.1109/TNET.2020.3011048},
  url = {https://doi.org/10.1109/TNET.2020.3011048}
}
Conference paper

Recognizing Preferred Grammatical Gender in Russian Anonymous Online Confessions

A. Alekseev, S.I. Nikolenko

23rd International Conference on Text, Speech, and Dialogue · TSD 2020 · pp. 222–230

BibTeX
@inproceedings{alekseev2020_560,
  author = {Alekseev, Anton and Nikolenko, Sergey I.},
  title = {{Recognizing Preferred Grammatical Gender in Russian Anonymous Online Confessions}},
  year = {2020},
  booktitle = {23rd International Conference on Text, Speech, and Dialogue},
  series = {Lecture Notes in Computer Science},
  pages = {222--230},
  doi = {10.1007/978-3-030-58323-1_24},
  url = {https://doi.org/10.1007/978-3-030-58323-1_24}
}
Patent

Plausible dayscale timelapse generation method and computing device

G. Sterkin, I. Anokhin, T. Khakhulin, A. Kharlamov, D. Korzhenkov, V. Lempitsky, S.I. Nikolenko, A. Silvestrov, P. Solovev

№ WO2021096191A1 · 2020

BibTeX
@misc{sterkin2020_555,
  author = {Sterkin, Gleb and Anokhin, Ivan and Khakhulin, Taras and Kharlamov, Alexey and Korzhenkov, Denis and Lempitsky, Victor and Nikolenko, Sergey I. and Silvestrov, Aleksei and Solovev, Pavel},
  title = {{Plausible dayscale timelapse generation method and computing device}},
  year = {2020},
  number = {WO2021096191A1},
  url = {https://sergeynikolenko.ru/papers/555}
}
Journal article

Towards Declarative Self-Adapting Buffer Management

P. Chuprikov, S.I. Nikolenko, K. Kogan

ACM SIGCOMM Computer Communication Review · pp. 30–37 · 2020

BibTeX
@article{chuprikov2020_549,
  author = {Chuprikov, Pavel and Nikolenko, Sergey I. and Kogan, Kirill},
  title = {{Towards Declarative Self-Adapting Buffer Management}},
  year = {2020},
  journal = {ACM SIGCOMM Computer Communication Review},
  pages = {30--37},
  doi = {10.1145/3411740.3411745},
  url = {https://doi.org/10.1145/3411740.3411745}
}
Journal article

DeepCycle reconstructs a cyclic cell cycle trajectory from unsegmented cell images using convolutional neural networks

L. Rappez, A. Rakhlin, A. Rigopoulos, S.I. Nikolenko, T. Alexandrov

Molecular Systems Biology · article e9474 · 2020

BibTeX
@article{rappez2020_546,
  author = {Rappez, Luca and Rakhlin, Alexander and Rigopoulos, Angelos and Nikolenko, Sergey I. and Alexandrov, Theodore},
  title = {{DeepCycle reconstructs a cyclic cell cycle trajectory from unsegmented cell images using convolutional neural networks}},
  year = {2020},
  journal = {Molecular Systems Biology},
  eid = {e9474},
  doi = {10.15252/msb.20209474},
  url = {https://doi.org/10.15252/msb.20209474}
}
Conference paper

High-Resolution Daytime Translation Without Domain Labels

I. Anokhin, P. Solovev, D. Korzhenkov, A. Kharlamov, T. Khakhulin, A. Silvestrov, S.I. Nikolenko, V. Lempitsky, G. Sterkin

2020 IEEE Conference on Computer Vision and Pattern Recognition · CVPR 2020 · pp. 7488–7497

BibTeX
@inproceedings{anokhin2020_551,
  author = {Anokhin, Ivan and Solovev, Pavel and Korzhenkov, Denis and Kharlamov, Alexey and Khakhulin, Taras and Silvestrov, Aleksei and Nikolenko, Sergey I. and Lempitsky, Victor and Sterkin, Gleb},
  title = {{High-Resolution Daytime Translation Without Domain Labels}},
  year = {2020},
  booktitle = {2020 IEEE Conference on Computer Vision and Pattern Recognition},
  pages = {7488--7497},
  eprint = {2003.08791},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2003.08791}
}
Patent

Joint unsupervised object segmentation and inpainting

P. Ostyakov, R. Suvorov, E. Logacheva, O. Khomenko, S.I. Nikolenko

№ WO2020101246A1

BibTeX
@misc{ostyakov2020_554,
  author = {Ostyakov, Pavel and Suvorov, Roman and Logacheva, Elizaveta and Khomenko, Oleg and Nikolenko, Sergey I.},
  title = {{Joint unsupervised object segmentation and inpainting}},
  year = {2020},
  number = {WO2020101246A1},
  url = {https://sergeynikolenko.ru/papers/554}
}
Journal article

New Alternatives to Optimize Policy Classifiers

V. Demianiuk, S.I. Nikolenko, P. Chuprikov, K. Kogan

IEEE Transactions on Networking · pp. 1088–1101 · 2020

BibTeX
@article{demianiuk2020_552,
  author = {Demianiuk, Vitalii and Nikolenko, Sergey I. and Chuprikov, Pavel and Kogan, Kirill},
  title = {{New Alternatives to Optimize Policy Classifiers}},
  year = {2020},
  journal = {IEEE Transactions on Networking},
  pages = {1088--1101},
  doi = {10.1109/TNET.2020.2979400},
  url = {https://doi.org/10.1109/TNET.2020.2979400}
}
Journal article

ColocML: Machine learning quantifies co-localization between mass spectrometry images

K. Ovchinnikova, A. Rakhlin, L. Stuart, S.I. Nikolenko, T. Alexandrov

Bioinformatics · 2020

BibTeX
@article{ovchinnikova2020_564,
  author = {Ovchinnikova, Katja and Rakhlin, Alexander and Stuart, Lachlan and Nikolenko, Sergey I. and Alexandrov, Theodore},
  title = {{ColocML: Machine learning quantifies co-localization between mass spectrometry images}},
  year = {2020},
  journal = {Bioinformatics},
  doi = {10.1093/bioinformatics/btaa085},
  url = {https://doi.org/10.1093/bioinformatics/btaa085}
}
Conference paper

RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback

I. Shenbin, A. Alekseev, E. Tutubalina, V. Malykh, S.I. Nikolenko

13th International Conference on Web Search and Data Mining · WSDM 2020 · pp. 528–536

BibTeX
@inproceedings{shenbin2020_563,
  author = {Shenbin, Ilya and Alekseev, Anton and Tutubalina, Elena and Malykh, Valentin and Nikolenko, Sergey I.},
  title = {{RecVAE: A New Variational Autoencoder for Top-N Recommendations with Implicit Feedback}},
  year = {2020},
  booktitle = {13th International Conference on Web Search and Data Mining},
  pages = {528--536},
  doi = {10.1145/3336191.3371831},
  eprint = {1912.11160},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.1145/3336191.3371831}
}
Journal article

Molecular Generation for Desired Transcriptome Changes with Adversarial Autoencoders

R. Shayakhmetov, M. Kuznetsov, A. Zhebrak, A. Kadurin, I. Baskov, S.I. Nikolenko, A. Aliper, D. Polykovskiy

Frontiers in Pharmacology · 2020

BibTeX
@article{shayakhmetov2020_561,
  author = {Shayakhmetov, Rim and Kuznetsov, Maksim and Zhebrak, Alexander and Kadurin, Artur and Baskov, Ivan and Nikolenko, Sergey I. and Aliper, Alexander and Polykovskiy, Daniil},
  title = {{Molecular Generation for Desired Transcriptome Changes with Adversarial Autoencoders}},
  year = {2020},
  journal = {Frontiers in Pharmacology},
  doi = {10.3389/fphar.2020.00269},
  url = {https://doi.org/10.3389/fphar.2020.00269}
}
Conference paper

Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements

A. Savchenko, A. Alekseev, S. Kwon, E. Tutubalina, E. Myasnikov, S.I. Nikolenko

28th International Conference on Computational Linguistics · COLING 2020 · pp. 1886–1892

BibTeX
@inproceedings{savchenko2020_545,
  author = {Savchenko, Andrey and Alekseev, Anton and Kwon, Sejeong and Tutubalina, Elena and Myasnikov, Evgeny and Nikolenko, Sergey I.},
  title = {{Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements}},
  year = {2020},
  booktitle = {28th International Conference on Computational Linguistics},
  pages = {1886--1892},
  doi = {10.18653/v1/2020.coling-main.171},
  url = {https://doi.org/10.18653/v1/2020.coling-main.171}
}

2019

Conference paper

Breast Tumor Cellularity Assessment using Deep Neural Networks

A. Rakhlin, A.A. Shvets, A.A. Kalinin, A. Tiulpin, V.I. Iglovikov, S.I. Nikolenko

ICCV 2019 Workshop «Visual Recognition for Medical Images» · ICCVW 2019

BibTeX
@inproceedings{rakhlin2019_574,
  author = {Rakhlin, Alexander and Shvets, Alexey A. and Kalinin, Alexandr A. and Tiulpin, Aleksei and Iglovikov, Vlamidir I. and Nikolenko, Sergey I.},
  title = {{Breast Tumor Cellularity Assessment using Deep Neural Networks}},
  year = {2019},
  booktitle = {ICCV 2019 Workshop «Visual Recognition for Medical Images»},
  eprint = {1905.01743},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1905.01743}
}
Conference paper

Free-Lunch Saliency via Attention in Atari Agents

D. Nikulin, A. Ianina, A. Aliev, S.I. Nikolenko

ICCV 2019 Workshop «Interpreting and Explaining Visual Artificial Intelligence Models» · ICCVW 2019

BibTeX
@inproceedings{nikulin2019_570,
  author = {Nikulin, Dmitry and Ianina, Anastasia and Aliev, Artem and Nikolenko, Sergey I.},
  title = {{Free-Lunch Saliency via Attention in Atari Agents}},
  year = {2019},
  booktitle = {ICCV 2019 Workshop «Interpreting and Explaining Visual Artificial Intelligence Models»},
  eprint = {1908.02511},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1908.02511}
}
Conference paper

Rendering Atmospheric Clouds with Latent Space Light Probes

M. Panin, S.I. Nikolenko

12th ACM SIGGRAPH Conference and Exhibition on Computer Graphics & Interactive Techniques in Asia · SIGGRAPH ASIA 2019 · pp. 21–24

BibTeX
@inproceedings{panin2019_567,
  author = {Panin, Mikhail and Nikolenko, Sergey I.},
  title = {{Rendering Atmospheric Clouds with Latent Space Light Probes}},
  year = {2019},
  booktitle = {12th ACM SIGGRAPH Conference and Exhibition on Computer Graphics \& Interactive Techniques in Asia},
  pages = {21--24},
  doi = {10.1145/3355088.3365150},
  url = {https://doi.org/10.1145/3355088.3365150}
}
Conference paper

Improving unsupervised neural aspect extraction for online discussions using out-of-domain classification

A. Alekseev, E. Tutubalina, V. Malykh, S.I. Nikolenko

7th International Symposium on Language and Knowledge Engineering · LKE 2019

BibTeX
@inproceedings{alekseev2019_571,
  author = {Alekseev, Anton and Tutubalina, Elena and Malykh, Valentin and Nikolenko, Sergey I.},
  title = {{Improving unsupervised neural aspect extraction for online discussions using out-of-domain classification}},
  year = {2019},
  booktitle = {7th International Symposium on Language and Knowledge Engineering},
  doi = {10.3233/JIFS-179908},
  eprint = {2006.09766},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.3233/JIFS-179908}
}
Conference paper

Robust Distributed Monitoring of Traffic Flows

V. Demianiuk, S. Gorinsky, S.I. Nikolenko, K. Kogan

27th IEEE International Conference on Network Protocols · ICNP 2019 · pp. 1–11

BibTeX
@inproceedings{demianiuk2019_568,
  author = {Demianiuk, Vitalii and Gorinsky, Sergey and Nikolenko, Sergey I. and Kogan, Kirill},
  title = {{Robust Distributed Monitoring of Traffic Flows}},
  year = {2019},
  booktitle = {27th IEEE International Conference on Network Protocols},
  pages = {1--11},
  doi = {10.1109/ICNP.2019.8888046},
  url = {https://doi.org/10.1109/ICNP.2019.8888046}
}
Preprint

Synthetic Data for Deep Learning

S.I. Nikolenko

arXiv · 2019

BibTeX
@misc{nikolenko2019_565,
  author = {Nikolenko, Sergey I.},
  title = {{Synthetic Data for Deep Learning}},
  year = {2019},
  eprint = {1909.11512},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1909.11512}
}
Preprint

CommentsRadar: Dive into Unique Data on All Comments on the Web

S.I. Nikolenko, E. Tutubalina, Z. Miftakhutdinov, E. Beloded

arXiv · 2019

BibTeX
@misc{nikolenko2019_566,
  author = {Nikolenko, Sergey I. and Tutubalina, Elena and Miftakhutdinov, Zulfat and Beloded, Eugene},
  title = {{CommentsRadar: Dive into Unique Data on All Comments on the Web}},
  year = {2019},
  eprint = {1908.07069},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1908.07069}
}
Conference paper

Large-Scale Transfer Learning for Natural Language Generation

S. Golovanov, R. Kurbanov, S.I. Nikolenko, K. Truskovskyi, A. Tselousov, T. Wolf

57th Annual Meeting of the Association for Computational Linguistics · ACL 2019 · pp. 6053–6058

BibTeX
@inproceedings{golovanov2019_576,
  author = {Golovanov, Sergey and Kurbanov, Rauf and Nikolenko, Sergey I. and Truskovskyi, Kyryl and Tselousov, Alexander and Wolf, Thomas},
  title = {{Large-Scale Transfer Learning for Natural Language Generation}},
  year = {2019},
  booktitle = {57th Annual Meeting of the Association for Computational Linguistics},
  pages = {6053--6058},
  doi = {10.18653/v1/P19-1608},
  url = {https://doi.org/10.18653/v1/P19-1608}
}
Preprint

New Competitiveness Bounds for the Shared Memory Switch

I. Bochkov, A. Davydow, N. Gaevoy, S.I. Nikolenko

arXiv · 2019

BibTeX
@misc{bochkov2019_569,
  author = {Bochkov, Ivan and Davydow, Alex and Gaevoy, Nikita and Nikolenko, Sergey I.},
  title = {{New Competitiveness Bounds for the Shared Memory Switch}},
  year = {2019},
  eprint = {1907.04399},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1907.04399}
}
Conference paper

Lost in Conversation: A Conversational Agent Based on the Transformer and Transfer Learning

S. Golovanov, A. Tselousov, R. Kurbanov, S.I. Nikolenko

The NeurIPS '18 Competition · pp. 295–315 · 2019

BibTeX
@inproceedings{golovanov2019_575,
  author = {Golovanov, Sergey and Tselousov, Alexander and Kurbanov, Rauf and Nikolenko, Sergey I.},
  title = {{Lost in Conversation: A Conversational Agent Based on the Transformer and Transfer Learning}},
  year = {2019},
  booktitle = {The NeurIPS '18 Competition},
  series = {Springer Series on Challenges in Machine Learning},
  pages = {295--315},
  doi = {10.1007/978-3-030-29135-8_12},
  url = {https://doi.org/10.1007/978-3-030-29135-8_12}
}
Conference paper

The Inclusive Images Competition

J. Atwood, Y. Halpern, P. Baljekar, E. Breck, D. Sculley, P. Ostyakov, S.I. Nikolenko, I. Ivanov, R. Solovyev, W. Wang, M. Skalic

The NeurIPS '18 Competition · pp. 155–186 · 2019

BibTeX
@inproceedings{atwood2019_562,
  author = {Atwood, James and Halpern, Yoni and Baljekar, Pallavi and Breck, Eric and Sculley, D. and Ostyakov, Pavel and Nikolenko, Sergey I. and Ivanov, Igor and Solovyev, Roman and Wang, Weimin and Skalic, Miha},
  title = {{The Inclusive Images Competition}},
  year = {2019},
  booktitle = {The NeurIPS '18 Competition},
  series = {Springer Series on Challenges in Machine Learning},
  pages = {155--186},
  doi = {10.1007/978-3-030-29135-8_6},
  url = {https://doi.org/10.1007/978-3-030-29135-8_6}
}
Conference paper

AspeRa: Aspect-Based Rating Prediction Model

A. Alekseev, S.I. Nikolenko, E. Tutubalina, I. Shenbin, V. Malykh

41st European Conference on Information Retrieval · ECIR 2019 · pp. 163–171

BibTeX
@inproceedings{alekseev2019_577,
  author = {Alekseev, Anton and Nikolenko, Sergey I. and Tutubalina, Elena and Shenbin, Ilya and Malykh, Valentin},
  title = {{AspeRa: Aspect-Based Rating Prediction Model}},
  year = {2019},
  booktitle = {41st European Conference on Information Retrieval},
  series = {Lecture Notes in Computer Science},
  pages = {163--171},
  doi = {10.1007/978-3-030-15719-7_21},
  eprint = {1901.07829},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.1007/978-3-030-15719-7_21}
}
Book

Foundations of the Bayesian Networks Theory

A.L. Tulupyev, S.I. Nikolenko, A.V. Sirotkin

SPSU Press, St. Petersburg · 2019

BibTeX
@book{tulupyev2019_698,
  author = {Tulupyev, Alexander L. and Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{Foundations of the Bayesian Networks Theory}},
  year = {2019},
  publisher = {SPSU Press, St. Petersburg},
  url = {https://www.ozon.ru/product/osnovy-teorii-bayesovskih-setey-tulupev-aleksandr-lvovich-nikolenko-sergey-igorevich-220938228/?sh=5u417iC1OQ}
}
Book chapter

Teeth and Landmarks Detection and Classification Based on Deep Neural Networks

L.N. Tuzova, D.V. Tuzoff, S.I. Nikolenko, A.S. Krasnov

Computational Techniques for Dental Image Analysis · pp. 129–150 · IGI Global · 2019

BibTeX
@incollection{tuzova2019_602,
  author = {Tuzova, Lyudmila N. and Tuzoff, Dmitry V. and Nikolenko, Sergey I. and Krasnov, Alexey S.},
  title = {{Teeth and Landmarks Detection and Classification Based on Deep Neural Networks}},
  year = {2019},
  booktitle = {Computational Techniques for Dental Image Analysis},
  publisher = {IGI Global},
  pages = {129--150},
  doi = {10.4018/978-1-5225-6243-6.ch006},
  url = {https://doi.org/10.4018/978-1-5225-6243-6.ch006}
}
Conference paper

Approximate Classifiers with Controlled Accuracy

V. Demianiuk, K. Kogan, S.I. Nikolenko

38th IEEE International Conference on Computer Communications · INFOCOM 2019 · pp. 2044–2052

BibTeX
@inproceedings{demianiuk2019_584,
  author = {Demianiuk, Vitalii and Kogan, Kirill and Nikolenko, Sergey I.},
  title = {{Approximate Classifiers with Controlled Accuracy}},
  year = {2019},
  booktitle = {38th IEEE International Conference on Computer Communications},
  pages = {2044--2052},
  doi = {10.1109/INFOCOM.2019.8737476},
  url = {https://doi.org/10.1109/INFOCOM.2019.8737476}
}
Conference paper

Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspects Extraction

V. Malykh, A. Alekseev, S.I. Nikolenko, E. Tutubalina, I. Shenbin

8th International Conference on Analysis of Images, Social networks and Texts · AIST 2019 · accepted

BibTeX
@inproceedings{malykh2019_572,
  author = {Malykh, Valentin and Alekseev, Anton and Nikolenko, Sergey I. and Tutubalina, Elena and Shenbin, Ilya},
  title = {{Wear the Right Head: Comparing Strategies for Encoding Sentences for Aspects Extraction}},
  year = {2019},
  booktitle = {8th International Conference on Analysis of Images, Social networks and Texts},
  url = {https://sergeynikolenko.ru/papers/572}
}

2018

Journal article

Priority Queueing for Packets with Two Characteristics

P. Chuprikov, S.I. Nikolenko, K. Kogan, A. Davydow

IEEE Transactions on Networking · pp. 342–355 · 2018

BibTeX
@article{chuprikov2018_597,
  author = {Chuprikov, Pavel and Nikolenko, Sergey I. and Kogan, Kirill and Davydow, Alex},
  title = {{Priority Queueing for Packets with Two Characteristics}},
  year = {2018},
  journal = {IEEE Transactions on Networking},
  pages = {342--355},
  doi = {10.1109/TNET.2017.2782771},
  url = {https://doi.org/10.1109/TNET.2017.2782771}
}
Conference paper

Concorde: Morphological Agreement in Conversational Models

D. Polykovskiy, D. Soloviev, S.I. Nikolenko

10th Asian Conference on Machine Learning · ACML 2018 · pp. 407–421

BibTeX
@inproceedings{polykovskiy2018_583,
  author = {Polykovskiy, Daniil and Soloviev, Dmitry and Nikolenko, Sergey I.},
  title = {{Concorde: Morphological Agreement in Conversational Models}},
  year = {2018},
  booktitle = {10th Asian Conference on Machine Learning},
  series = {Proceedings of Machine Learning Research},
  pages = {407--421},
  url = {https://sergeynikolenko.ru/papers/583}
}
Preprint

SEIGAN: Towards Compositional Image Generation by Simultaneously Learning to Segment, Enhance, and Inpaint

P. Ostyakov, R. Suvorov, E. Logacheva, O. Khomenko, S.I. Nikolenko

arXiv · 2018

BibTeX
@misc{ostyakov2018_581,
  author = {Ostyakov, Pavel and Suvorov, Roman and Logacheva, Elizaveta and Khomenko, Oleg and Nikolenko, Sergey I.},
  title = {{SEIGAN: Towards Compositional Image Generation by Simultaneously Learning to Segment, Enhance, and Inpaint}},
  year = {2018},
  eprint = {1811.07630},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1811.07630}
}
Preprint

Learning State Representations in Complex Systems with Multimodal Data

P. Solovev, A. Aliev, P. Ostyakov, G. Sterkin, E. Logacheva, S. Troeshestov, R. Suvorov, A. Mashikhin, O. Khomenko, S.I. Nikolenko

arXiv · 2018

BibTeX
@misc{solovev2018_580,
  author = {Solovev, Pavel and Aliev, Artem and Ostyakov, Pavel and Sterkin, Gleb and Logacheva, Elizaveta and Troeshestov, Stepan and Suvorov, Roman and Mashikhin, Anton and Khomenko, Oleg and Nikolenko, Sergey I.},
  title = {{Learning State Representations in Complex Systems with Multimodal Data}},
  year = {2018},
  eprint = {1811.11067},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1811.11067}
}
Journal article

Admission Control in Shared Memory Switches

P. Eugster, A. Kesselman, K. Kogan, S.I. Nikolenko, A.V. Sirotkin

Journal of Scheduling · pp. 533–543 · 2018

BibTeX
@article{eugster2018_595,
  author = {Eugster, Patrick and Kesselman, Alex and Kogan, Kirill and Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{Admission Control in Shared Memory Switches}},
  year = {2018},
  journal = {Journal of Scheduling},
  pages = {533--543},
  doi = {10.1007/s10951-018-0564-2},
  url = {https://doi.org/10.1007/s10951-018-0564-2}
}
Conference paper

New Alternatives to Optimize Policy Classifiers

V. Demianiuk, S.I. Nikolenko, P. Chuprikov, K. Kogan

26th IEEE International Conference on Network Protocols · ICNP 2018 · pp. 121–131

BibTeX
@inproceedings{demianiuk2018_587,
  author = {Demianiuk, Vitalii and Nikolenko, Sergey I. and Chuprikov, Pavel and Kogan, Kirill},
  title = {{New Alternatives to Optimize Policy Classifiers}},
  year = {2018},
  booktitle = {26th IEEE International Conference on Network Protocols},
  pages = {121--131},
  doi = {10.1109/ICNP.2018.00022},
  url = {https://doi.org/10.1109/ICNP.2018.00022}
}
Preprint

Label Denoising with Large Ensembles of Heterogeneous Neural Networks

P. Ostyakov, E. Logacheva, R. Suvorov, A. Aliev, G. Sterkin, O. Khomenko, S.I. Nikolenko

arXiv · 2018

BibTeX
@misc{ostyakov2018_582,
  author = {Ostyakov, Pavel and Logacheva, Elizaveta and Suvorov, Roman and Aliev, Artem and Sterkin, Gleb and Khomenko, Oleg and Nikolenko, Sergey I.},
  title = {{Label Denoising with Large Ensembles of Heterogeneous Neural Networks}},
  year = {2018},
  eprint = {1809.04403},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1809.04403}
}
Journal article

Sequence Learning with RNNs for Medical Concept Normalization in User-Generated Texts

E. Tutubalina, Z. Miftakhutdinov, S.I. Nikolenko, V. Malykh

Journal of Biomedical Informatics · pp. 93–102 · 2018

BibTeX
@article{tutubalina2018_579,
  author = {Tutubalina, Elena and Miftakhutdinov, Zulfat and Nikolenko, Sergey I. and Malykh, Valentin},
  title = {{Sequence Learning with RNNs for Medical Concept Normalization in User-Generated Texts}},
  year = {2018},
  journal = {Journal of Biomedical Informatics},
  pages = {93--102},
  doi = {10.1016/j.jbi.2018.06.006},
  eprint = {1811.11523},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.1016/j.jbi.2018.06.006}
}
Journal article

Medical Concept Normalization in Social Media Posts with Recurrent Neural Networks

E. Tutubalina, Z. Miftakhutdinov, S.I. Nikolenko, V. Malykh

Journal of Biomedical Informatics · pp. 217 · 2018

BibTeX
@article{tutubalina2018_591,
  author = {Tutubalina, Elena and Miftakhutdinov, Zulfat and Nikolenko, Sergey I. and Malykh, Valentin},
  title = {{Medical Concept Normalization in Social Media Posts with Recurrent Neural Networks}},
  year = {2018},
  journal = {Journal of Biomedical Informatics},
  pages = {217},
  doi = {10.1016/j.jbi.2018.06.006},
  url = {https://doi.org/10.1016/j.jbi.2018.06.006}
}
Conference paper

Land Cover Classification With Superpixels and Jaccard Index Post-Optimization

A. Davydow, S.I. Nikolenko

Proc. IEEE Conference on Computer Vision and Pattern Recognition 2018 Workshops · CVPR 2018 Workshops · pp. 280–284

BibTeX
@inproceedings{davydow2018_590,
  author = {Davydow, Alex and Nikolenko, Sergey I.},
  title = {{Land Cover Classification With Superpixels and Jaccard Index Post-Optimization}},
  year = {2018},
  booktitle = {Proc. IEEE Conference on Computer Vision and Pattern Recognition 2018 Workshops},
  pages = {280--284},
  url = {https://sergeynikolenko.ru/papers/590}
}
Conference paper

Building Detection From Satellite Imagery Using a Composite Loss Function

S. Golovanov, R. Kurbanov, A. Artamonov, A. Davydow, S.I. Nikolenko

Proc. IEEE Conference on Computer Vision and Pattern Recognition 2018 Workshops · CVPR 2018 Workshops · pp. 229–232

BibTeX
@inproceedings{golovanov2018_589,
  author = {Golovanov, Sergey and Kurbanov, Rauf and Artamonov, Aleksey and Davydow, Alex and Nikolenko, Sergey I.},
  title = {{Building Detection From Satellite Imagery Using a Composite Loss Function}},
  year = {2018},
  booktitle = {Proc. IEEE Conference on Computer Vision and Pattern Recognition 2018 Workshops},
  pages = {229--232},
  url = {https://sergeynikolenko.ru/papers/589}
}
Conference paper

Land Cover Classification From Satellite Imagery With U-Net and Lovasz-Softmax Loss

A. Rakhlin, A. Davydow, S.I. Nikolenko

Proc. IEEE Conference on Computer Vision and Pattern Recognition 2018 Workshops · CVPR 2018 Workshops · pp. 262–266

BibTeX
@inproceedings{rakhlin2018_588,
  author = {Rakhlin, Alexander and Davydow, Alex and Nikolenko, Sergey I.},
  title = {{Land Cover Classification From Satellite Imagery With U-Net and Lovasz-Softmax Loss}},
  year = {2018},
  booktitle = {Proc. IEEE Conference on Computer Vision and Pattern Recognition 2018 Workshops},
  pages = {262--266},
  url = {https://sergeynikolenko.ru/papers/588}
}
Conference paper

Formalizing Compute-Aggregate Problems in Cloud Computing

P. Chuprikov, A. Davydow, K. Kogan, S.I. Nikolenko, A.V. Sirotkin

25th International Colloquium on Structural Information and Communication Complexity · SIROCCO 2018 · pp. 377–391

BibTeX
@inproceedings{chuprikov2018_586,
  author = {Chuprikov, Pavel and Davydow, Alex and Kogan, Kirill and Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{Formalizing Compute-Aggregate Problems in Cloud Computing}},
  year = {2018},
  booktitle = {25th International Colloquium on Structural Information and Communication Complexity},
  pages = {377--391},
  doi = {10.1007/978-3-030-01325-7_31},
  url = {https://doi.org/10.1007/978-3-030-01325-7_31}
}
Conference paper

Distributed Counting along Lossy Paths Without Feedback

V. Demianiuk, S. Gorinsky, S.I. Nikolenko, K. Kogan

25th International Colloquium on Structural Information and Communication Complexity · SIROCCO 2018 · pp. 30–33

BibTeX
@inproceedings{demianiuk2018_585,
  author = {Demianiuk, Vitalii and Gorinsky, Sergey and Nikolenko, Sergey I. and Kogan, Kirill},
  title = {{Distributed Counting along Lossy Paths Without Feedback}},
  year = {2018},
  booktitle = {25th International Colloquium on Structural Information and Communication Complexity},
  series = {Lecture Notes in Computer Science},
  pages = {30--33},
  doi = {10.1007/978-3-030-01325-7_5},
  url = {https://doi.org/10.1007/978-3-030-01325-7_5}
}
Conference paper

How to implement complex policies on existing network infrastructure

P. Chuprikov, K. Kogan, S.I. Nikolenko

Proc. 4th Symposium on SDN Research · SOSR 2018 · pp. 1–8 · ACM

BibTeX
@inproceedings{chuprikov2018_596,
  author = {Chuprikov, Pavel and Kogan, Kirill and Nikolenko, Sergey I.},
  title = {{How to implement complex policies on existing network infrastructure}},
  year = {2018},
  booktitle = {Proc. 4th Symposium on SDN Research},
  publisher = {ACM},
  pages = {1--8},
  doi = {10.1145/3185467.3185477},
  url = {https://doi.org/10.1145/3185467.3185477}
}
Journal article

3D Molecular Representations Based on the Wave Transform for Convolutional Neural Networks

D. Kuzminykh, D. Polykovskiy, A. Kadurin, A. Zhebrak, I. Baskov, S.I. Nikolenko, R. Shayakhmetov, A. Zhavoronkov

Molecular Pharmaceutics · pp. 4378–4385 · 2018

BibTeX
@article{kuzminykh2018_594,
  author = {Kuzminykh, Denis and Polykovskiy, Daniil and Kadurin, Artur and Zhebrak, Alexander and Baskov, Ivan and Nikolenko, Sergey I. and Shayakhmetov, Rim and Zhavoronkov, Alex},
  title = {{3D Molecular Representations Based on the Wave Transform for Convolutional Neural Networks}},
  year = {2018},
  journal = {Molecular Pharmaceutics},
  pages = {4378--4385},
  doi = {10.1021/acs.molpharmaceut.7b01134},
  url = {https://doi.org/10.1021/acs.molpharmaceut.7b01134}
}
Journal article

Exploring convolutional neural networks and topic models for user profiling from drug reviews

E. Tutubalina, S.I. Nikolenko

Multimedia Tools and Applications · pp. 4791–4809 · 2018

BibTeX
@article{tutubalina2018_593,
  author = {Tutubalina, Elena and Nikolenko, Sergey I.},
  title = {{Exploring convolutional neural networks and topic models for user profiling from drug reviews}},
  year = {2018},
  journal = {Multimedia Tools and Applications},
  pages = {4791--4809},
  doi = {10.1007/s11042-017-5336-z},
  url = {https://doi.org/10.1007/s11042-017-5336-z}
}
Conference paper

Personal Insights on Three Research Directions in Networked Systems

K. Kogan, S.I. Nikolenko, V. Demianiuk, P. Chuprikov, A. Davydow

Proc. 10th International Conference on Communication Systems and Networks · COMSNETS 2018 · pp. 1–8 · IEEE

BibTeX
@inproceedings{kogan2018_598,
  author = {Kogan, Kirill and Nikolenko, Sergey I. and Demianiuk, Vitalii and Chuprikov, Pavel and Davydow, Alex},
  title = {{Personal Insights on Three Research Directions in Networked Systems}},
  year = {2018},
  booktitle = {Proc. 10th International Conference on Communication Systems and Networks},
  publisher = {IEEE},
  pages = {1--8},
  doi = {10.1109/COMSNETS.2018.8328185},
  url = {https://doi.org/10.1109/COMSNETS.2018.8328185}
}
Journal article

Exploring semantic analysis of biomedical texts for identification of drugs with similar therapeutic effects

R.I. Nugmanov, E. Tutubalina, Z. Miftakhutdinov, T.I. Madzhidov, S.I. Nikolenko, I.S. Alimova, A.E. Tropsha

European Journal of Clinical Investigation · pp. 217 · 2018

BibTeX
@article{nugmanov2018_592,
  author = {Nugmanov, R. I. and Tutubalina, Elena and Miftakhutdinov, Zulfat and Madzhidov, T. I. and Nikolenko, Sergey I. and Alimova, Ilseyar S. and Tropsha, A. E.},
  title = {{Exploring semantic analysis of biomedical texts for identification of drugs with similar therapeutic effects}},
  year = {2018},
  journal = {European Journal of Clinical Investigation},
  pages = {217},
  url = {https://sergeynikolenko.ru/papers/592}
}

2017

Journal article

FDR-controlled metabolite annotation for high-resolution imaging mass spectrometry

A. Palmer, P. Phapale, I. Chernyavsky, R. Lavigne, D. Fay, A. Tarasov, V. Kovalev, J. Fuchser, S.I. Nikolenko, C. Pineau, M. Becker, T. Alexandrov

Nature Methods · pp. 57–60 · 2017

BibTeX
@article{palmer2017_681,
  author = {Palmer, Andrew and Phapale, Prasad and Chernyavsky, Ilya and Lavigne, Regis and Fay, Dominik and Tarasov, Artem and Kovalev, Vitaly and Fuchser, Jens and Nikolenko, Sergey I. and Pineau, Charles and Becker, Michael and Alexandrov, Theodore},
  title = {{FDR-controlled metabolite annotation for high-resolution imaging mass spectrometry}},
  year = {2017},
  journal = {Nature Methods},
  pages = {57--60},
  doi = {10.1038/nmeth.4072},
  url = {https://doi.org/10.1038/nmeth.4072}
}
Journal article

Heterogeneous Packet Processing in Shared Memory Buffers

P. Eugster, K. Kogan, S.I. Nikolenko, A.V. Sirotkin

Journal of Parallel and Distributed Computing · pp. 1–12 · 2017

BibTeX
@article{eugster2017_613,
  author = {Eugster, Patrick and Kogan, Kirill and Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{Heterogeneous Packet Processing in Shared Memory Buffers}},
  year = {2017},
  journal = {Journal of Parallel and Distributed Computing},
  pages = {1--12},
  doi = {10.1016/j.jpdc.2016.07.002},
  url = {https://doi.org/10.1016/j.jpdc.2016.07.002}
}
Conference paper

Network Simplification Preserving Bandwidth and Routing Capabilities

S.I. Nikolenko, K. Kogan, A. Fernàndez Anta

2017 IEEE International Conference on Computer Communications · INFOCOM 2017

BibTeX
@inproceedings{nikolenko2017_607,
  author = {Nikolenko, Sergey I. and Kogan, Kirill and Fernàndez Anta, Antonio},
  title = {{Network Simplification Preserving Bandwidth and Routing Capabilities}},
  year = {2017},
  booktitle = {2017 IEEE International Conference on Computer Communications},
  doi = {10.1109/INFOCOM.2017.8057092},
  url = {https://doi.org/10.1109/INFOCOM.2017.8057092}
}
Conference paper

Throughput Optimization with Latency Constraints

A. Davydow, P. Chuprikov, S.I. Nikolenko, K. Kogan

2017 IEEE International Conference on Computer Communications · INFOCOM 2017

BibTeX
@inproceedings{davydow2017_606,
  author = {Davydow, Alex and Chuprikov, Pavel and Nikolenko, Sergey I. and Kogan, Kirill},
  title = {{Throughput Optimization with Latency Constraints}},
  year = {2017},
  booktitle = {2017 IEEE International Conference on Computer Communications},
  doi = {10.1109/INFOCOM.2017.8057015},
  url = {https://doi.org/10.1109/INFOCOM.2017.8057015}
}
Journal article

Efficient FIB Representations on Distributed Platforms

K. Kogan, S.I. Nikolenko, P. Eugster, A. Shalimov, O. Rottenstreich

IEEE Transactions on Networking · pp. 3309–3322 · 2017

BibTeX
@article{kogan2017_604,
  author = {Kogan, Kirill and Nikolenko, Sergey I. and Eugster, Patrick and Shalimov, Alexander and Rottenstreich, Ori},
  title = {{Efficient FIB Representations on Distributed Platforms}},
  year = {2017},
  journal = {IEEE Transactions on Networking},
  pages = {3309--3322},
  doi = {10.1109/TNET.2017.2728642},
  url = {https://doi.org/10.1109/TNET.2017.2728642}
}
Journal article

Using Semantic Analysis of Texts for the Identification of Drugs with Similar Therapeutic Effects

E. Tutubalina, Z. Miftakhutdinov, R.I. Nugmanov, T.I. Madzhidov, S.I. Nikolenko, I.S. Alimova, A.E. Tropsha

Russian Chemical Bulletin · pp. 2180–2189 · 2017

BibTeX
@article{tutubalina2017_672,
  author = {Tutubalina, Elena and Miftakhutdinov, Zulfat and Nugmanov, R. I. and Madzhidov, T. I. and Nikolenko, Sergey I. and Alimova, Ilseyar S. and Tropsha, A. E.},
  title = {{Using Semantic Analysis of Texts for the Identification of Drugs with Similar Therapeutic Effects}},
  year = {2017},
  journal = {Russian Chemical Bulletin},
  pages = {2180--2189},
  doi = {10.1007/s11172-017-2000-8},
  url = {https://doi.org/10.1007/s11172-017-2000-8}
}
Conference paper

General Ternary Bit Strings on Commodity Longest-Prefix-Match Infrastructures

P. Chuprikov, K. Kogan, S.I. Nikolenko

25th IEEE International Conference on Network Protocols · ICNP 2017

BibTeX
@inproceedings{chuprikov2017_601,
  author = {Chuprikov, Pavel and Kogan, Kirill and Nikolenko, Sergey I.},
  title = {{General Ternary Bit Strings on Commodity Longest-Prefix-Match Infrastructures}},
  year = {2017},
  booktitle = {25th IEEE International Conference on Network Protocols},
  doi = {10.1109/ICNP.2017.8117542},
  url = {https://doi.org/10.1109/ICNP.2017.8117542}
}
Conference paper

A Programmable Buffer Management Platform

K. Kogan, D. Menikkumbura, G. Petri, Y. Noh, S.I. Nikolenko, A.V. Sirotkin, P. Eugster

25th IEEE International Conference on Network Protocols · ICNP 2017

BibTeX
@inproceedings{kogan2017_600,
  author = {Kogan, Kirill and Menikkumbura, Danushka and Petri, Gustavo and Noh, Youngtae and Nikolenko, Sergey I. and Sirotkin, Alexander V. and Eugster, Patrick},
  title = {{A Programmable Buffer Management Platform}},
  year = {2017},
  booktitle = {25th IEEE International Conference on Network Protocols},
  doi = {10.1109/ICNP.2017.8117533},
  url = {https://doi.org/10.1109/ICNP.2017.8117533}
}
Conference paper

Planning in Compute-Aggregate Problems as Optimization Problems on Graphs

P. Chuprikov, A. Davydow, K. Kogan, S.I. Nikolenko, A.V. Sirotkin

25th IEEE International Conference on Network Protocols · ICNP 2017

BibTeX
@inproceedings{chuprikov2017_599,
  author = {Chuprikov, Pavel and Davydow, Alex and Kogan, Kirill and Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{Planning in Compute-Aggregate Problems as Optimization Problems on Graphs}},
  year = {2017},
  booktitle = {25th IEEE International Conference on Network Protocols},
  doi = {10.1109/ICNP.2017.8117579},
  url = {https://doi.org/10.1109/ICNP.2017.8117579}
}
Journal article

The Impact of Processing Order on Performance: A Taxonomy of Semi-FIFO Policies

K. Kogan, A. Lòpez-Ortiz, S.I. Nikolenko, A.V. Sirotkin

Journal of Computer and System Sciences · pp. 220–235 · 2017

BibTeX
@article{kogan2017_605,
  author = {Kogan, Kirill and Lòpez-Ortiz, Alex and Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{The Impact of Processing Order on Performance: A Taxonomy of Semi-FIFO Policies}},
  year = {2017},
  journal = {Journal of Computer and System Sciences},
  pages = {220--235},
  doi = {10.1016/j.jcss.2017.04.001},
  url = {https://doi.org/10.1016/j.jcss.2017.04.001}
}
Journal article

druGAN: An Advanced Generative Adversarial Autoencoder Model for de Novo Generation of New Molecules with Desired Molecular Properties in Silico

A. Kadurin, S.I. Nikolenko, K. Khrabrov, A. Aliper, A. Zhavoronkov

Molecular Pharmaceutics · pp. 3098–3104 · 2017

BibTeX
@article{kadurin2017_603,
  author = {Kadurin, Artur and Nikolenko, Sergey I. and Khrabrov, Kuzma and Aliper, Alexander and Zhavoronkov, Alex},
  title = {{druGAN: An Advanced Generative Adversarial Autoencoder Model for de Novo Generation of New Molecules with Desired Molecular Properties in Silico}},
  year = {2017},
  journal = {Molecular Pharmaceutics},
  pages = {3098--3104},
  doi = {10.1021/acs.molpharmaceut.7b00346},
  url = {https://doi.org/10.1021/acs.molpharmaceut.7b00346}
}
Journal article

Who’s Bad? Attitudes Toward Resettlers From the Post-Soviet South Versus Other Nations in the Russian Blogosphere

S. Bodrunova, O. Koltsova, S. Koltsov, S.I. Nikolenko

International Journal of Communication · pp. 3242–3264 · 2017

BibTeX
@article{bodrunova2017_671,
  author = {Bodrunova, Svetlana and Koltsova, Olessia and Koltsov, Sergei and Nikolenko, Sergey I.},
  title = {{Who’s Bad? Attitudes Toward Resettlers From the Post-Soviet South Versus Other Nations in the Russian Blogosphere}},
  year = {2017},
  journal = {International Journal of Communication},
  pages = {3242--3264},
  url = {https://sergeynikolenko.ru/papers/671}
}
Journal article

Topic Modelling for Qualitative Studies

S.I. Nikolenko, O. Koltsova, S. Koltsov

Journal of Information Science · pp. 88–102 · 2017

BibTeX
@article{nikolenko2017_650,
  author = {Nikolenko, Sergey I. and Koltsova, Olessia and Koltsov, Sergei},
  title = {{Topic Modelling for Qualitative Studies}},
  year = {2017},
  journal = {Journal of Information Science},
  pages = {88--102},
  doi = {10.1177/0165551515617393},
  url = {https://doi.org/10.1177/0165551515617393}
}
Book

Deep Learning

S.I. Nikolenko, A. Kadurin, E. Arkhangelskaya

Piter · 2017

BibTeX
@book{nikolenko2017_697,
  author = {Nikolenko, Sergey I. and Kadurin, Artur and Arkhangelskaya, Ekaterina},
  title = {{Deep Learning}},
  year = {2017},
  publisher = {Piter},
  url = {https://www.piter.com/product/glubokoe-obuchenie}
}
Journal article

Combination of Deep Recurrent Neural Networks and Conditional Random Fields for Extracting Adverse Drug Reactions from User Reviews

E. Tutubalina, S.I. Nikolenko

Journal of Healthcare Engineering · pp. 9 · 2017

BibTeX
@article{tutubalina2017_673,
  author = {Tutubalina, Elena and Nikolenko, Sergey I.},
  title = {{Combination of Deep Recurrent Neural Networks and Conditional Random Fields for Extracting Adverse Drug Reactions from User Reviews}},
  year = {2017},
  journal = {Journal of Healthcare Engineering},
  pages = {9},
  doi = {10.1155/2017/9451342},
  url = {https://doi.org/10.1155/2017/9451342}
}
Journal article

Demographic Prediction based on User Reviews about Medications

E. Tutubalina, S.I. Nikolenko

Computación y Sistemas · pp. 227–241 · 2017

BibTeX
@article{tutubalina2017_670,
  author = {Tutubalina, Elena and Nikolenko, Sergey I.},
  title = {{Demographic Prediction based on User Reviews about Medications}},
  year = {2017},
  journal = {Computación y Sistemas},
  pages = {227--241},
  doi = {10.13053/CyS-21-2-2736},
  url = {https://doi.org/10.13053/CyS-21-2-2736}
}
Journal article

Word Embeddings of User Profiling in Online Social Networks

A. Alekseev, S.I. Nikolenko

Computación y Sistemas · pp. 203–226 · 2017

BibTeX
@article{alekseev2017_669,
  author = {Alekseev, Anton and Nikolenko, Sergey I.},
  title = {{Word Embeddings of User Profiling in Online Social Networks}},
  year = {2017},
  journal = {Computación y Sistemas},
  pages = {203--226},
  doi = {10.13053/CyS-21-2-2734},
  url = {https://doi.org/10.13053/CyS-21-2-2734}
}

2016

Journal article

Communities of co-commenting in the Russian LiveJournal and their topical coherence

O. Koltsova, S. Koltsov, S.I. Nikolenko

Internet Research · pp. 710–732 · 2016

BibTeX
@article{koltsova2016_658,
  author = {Koltsova, Olessia and Koltsov, Sergei and Nikolenko, Sergey I.},
  title = {{Communities of co-commenting in the Russian LiveJournal and their topical coherence}},
  year = {2016},
  journal = {Internet Research},
  pages = {710--732},
  doi = {10.1108/IntR-03-2014-0079},
  url = {https://doi.org/10.1108/IntR-03-2014-0079}
}
Conference paper

Topic Quality Metrics Based on Distributed Word Representations

S.I. Nikolenko

Proc. 39th International ACM SIGIR Conference on Research and Development in Information Retrieval · SIGIR 2016 · pp. 1029–1032

BibTeX
@inproceedings{nikolenko2016_657,
  author = {Nikolenko, Sergey I.},
  title = {{Topic Quality Metrics Based on Distributed Word Representations}},
  year = {2016},
  booktitle = {Proc. 39th International ACM SIGIR Conference on Research and Development in Information Retrieval},
  pages = {1029--1032},
  doi = {10.1145/2911451.2914720},
  url = {https://doi.org/10.1145/2911451.2914720}
}
Conference paper

BASEL (Buffering Architecture SpEcification Language)

K. Kogan, D. Menikkumbura, G. Petri, Y. Noh, S.I. Nikolenko, P. Eugster

12th ACM/IEEE Symposium on Architectures for Networking and Communications Systems · ANCS 2016 · pp. 69–74

BibTeX
@inproceedings{kogan2016_623,
  author = {Kogan, Kirill and Menikkumbura, Danushka and Petri, Gustavo and Noh, Youngtae and Nikolenko, Sergey I. and Eugster, Patrick},
  title = {{BASEL (Buffering Architecture SpEcification Language)}},
  year = {2016},
  booktitle = {12th ACM/IEEE Symposium on Architectures for Networking and Communications Systems},
  pages = {69--74},
  doi = {10.1145/2881025.2881027},
  url = {https://doi.org/10.1145/2881025.2881027}
}
Conference paper

On Demand Elastic Capacity Planning for Service Auto-scaling

P. Chuprikov, S.I. Nikolenko, K. Kogan

2016 IEEE International Conference on Computer Communications · INFOCOM 2016 · pp. 1–9

BibTeX
@inproceedings{chuprikov2016_622,
  author = {Chuprikov, Pavel and Nikolenko, Sergey I. and Kogan, Kirill},
  title = {{On Demand Elastic Capacity Planning for Service Auto-scaling}},
  year = {2016},
  booktitle = {2016 IEEE International Conference on Computer Communications},
  pages = {1--9},
  doi = {10.1109/INFOCOM.2016.7524616},
  url = {https://doi.org/10.1109/INFOCOM.2016.7524616}
}
Journal article

Online Scheduling FIFO Policies with Admission and Push-Out

K. Kogan, A. Lòpez-Ortiz, S.I. Nikolenko, A.V. Sirotkin

Theory of Computing Systems · pp. 322–344 · 2016

BibTeX
@article{kogan2016_619,
  author = {Kogan, Kirill and Lòpez-Ortiz, Alex and Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{Online Scheduling FIFO Policies with Admission and Push-Out}},
  year = {2016},
  journal = {Theory of Computing Systems},
  pages = {322--344},
  doi = {10.1007/s00224-015-9626-4},
  url = {https://doi.org/10.1007/s00224-015-9626-4}
}
Conference paper

How to Represent IPv6 Forwarding Tables on IPv4 or MPLS Dataplanes

S.I. Nikolenko, K. Kogan, G. Retvari, E.R. Berczi-Kovacs, A. Shalimov

Proc. 2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS): GI 2016: 9th IEEE Global Internet Symposium · IEEE GI 2016

BibTeX
@inproceedings{nikolenko2016_617,
  author = {Nikolenko, Sergey I. and Kogan, Kirill and Retvari, Gabor and Berczi-Kovacs, Erika R. and Shalimov, Alexander},
  title = {{How to Represent IPv6 Forwarding Tables on IPv4 or MPLS Dataplanes}},
  year = {2016},
  booktitle = {Proc. 2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS): GI 2016: 9th IEEE Global Internet Symposium},
  doi = {10.1109/INFCOMW.2016.7562132},
  url = {https://doi.org/10.1109/INFCOMW.2016.7562132}
}
Conference paper

FIB Efficiency in Distributed Platforms

K. Kogan, S.I. Nikolenko, P. Eugster, A. Shalimov, O. Rottenstreich

24th IEEE International Conference on Network Protocols · ICNP 2016 · pp. 1–10

BibTeX
@inproceedings{kogan2016_614,
  author = {Kogan, Kirill and Nikolenko, Sergey I. and Eugster, Patrick and Shalimov, Alexander and Rottenstreich, Ori},
  title = {{FIB Efficiency in Distributed Platforms}},
  year = {2016},
  booktitle = {24th IEEE International Conference on Network Protocols},
  pages = {1--10},
  doi = {10.1109/ICNP.2016.7784452},
  url = {https://doi.org/10.1109/ICNP.2016.7784452}
}
Journal article

Exploiting Order Independence for Scalable and Expressive Packet Classification

K. Kogan, S.I. Nikolenko, O. Rottenstreich, W. Culhane, P. Eugster

IEEE Transactions on Networking · pp. 1251–1264 · 2016

BibTeX
@article{kogan2016_612,
  author = {Kogan, Kirill and Nikolenko, Sergey I. and Rottenstreich, Ori and Culhane, William and Eugster, Patrick},
  title = {{Exploiting Order Independence for Scalable and Expressive Packet Classification}},
  year = {2016},
  journal = {IEEE Transactions on Networking},
  pages = {1251--1264},
  doi = {10.1109/TNET.2015.2407831},
  url = {https://doi.org/10.1109/TNET.2015.2407831}
}
Conference paper

Improving Neural Network Models for Natural Language Processing in Russian with Synonyms

R. Galinsky, A. Alekseev, S.I. Nikolenko

Proc. 5th conference on Artificial Intelligence and Natural Language · AINL 2016 · pp. 45–51

BibTeX
@inproceedings{galinsky2016_667,
  author = {Galinsky, Ruslan and Alekseev, Anton and Nikolenko, Sergey I.},
  title = {{Improving Neural Network Models for Natural Language Processing in Russian with Synonyms}},
  year = {2016},
  booktitle = {Proc. 5th conference on Artificial Intelligence and Natural Language},
  pages = {45--51},
  url = {https://sergeynikolenko.ru/papers/667}
}
Conference paper

Predicting the Age of Social Network Users from User-Generated Texts with Word Embeddings

A. Alekseev, S.I. Nikolenko

Proc. 5th conference on Artificial Intelligence and Natural Language · AINL 2016 · pp. 3–13

BibTeX
@inproceedings{alekseev2016_666,
  author = {Alekseev, Anton and Nikolenko, Sergey I.},
  title = {{Predicting the Age of Social Network Users from User-Generated Texts with Word Embeddings}},
  year = {2016},
  booktitle = {Proc. 5th conference on Artificial Intelligence and Natural Language},
  pages = {3--13},
  url = {https://sergeynikolenko.ru/papers/666}
}
Conference paper

Automated Prediction of Demographic Information from Medical User Reviews

E. Tutubalina, S.I. Nikolenko

Proc. 4th International Conference on Mining Intelligence and Knowledge Exploration · MIKE 2016 · accepted

BibTeX
@inproceedings{tutubalina2016_664,
  author = {Tutubalina, Elena and Nikolenko, Sergey I.},
  title = {{Automated Prediction of Demographic Information from Medical User Reviews}},
  year = {2016},
  booktitle = {Proc. 4th International Conference on Mining Intelligence and Knowledge Exploration},
  url = {https://sergeynikolenko.ru/papers/664}
}
Journal article

Mining Ethnic Content Online with Additively Regularized Topic Models

M. Apishev, S. Koltsov, O. Koltsova, S.I. Nikolenko, K. Vorontsov

Computación y Sistemas · pp. 387–403 · 2016

BibTeX
@article{apishev2016_665,
  author = {Apishev, Murat and Koltsov, Sergei and Koltsova, Olessia and Nikolenko, Sergey I. and Vorontsov, Konstantin},
  title = {{Mining Ethnic Content Online with Additively Regularized Topic Models}},
  year = {2016},
  journal = {Computación y Sistemas},
  pages = {387--403},
  doi = {10.13053/CyS-20-3-2473},
  url = {https://doi.org/10.13053/CyS-20-3-2473}
}
Conference paper

Additive Regularization for Topic Modeling in Sociological Studies of User-Generated Texts

M. Apishev, S. Koltsov, O. Koltsova, S.I. Nikolenko, K. Vorontsov

Proc. 15th Mexican International Conference on Artificial Intelligence · MICAI 2016 · pp. 169–184

BibTeX
@inproceedings{apishev2016_663,
  author = {Apishev, Murat and Koltsov, Sergei and Koltsova, Olessia and Nikolenko, Sergey I. and Vorontsov, Konstantin},
  title = {{Additive Regularization for Topic Modeling in Sociological Studies of User-Generated Texts}},
  year = {2016},
  booktitle = {Proc. 15th Mexican International Conference on Artificial Intelligence},
  pages = {169--184},
  doi = {10.1007/978-3-319-62434-1_14},
  url = {https://doi.org/10.1007/978-3-319-62434-1_14}
}
Conference paper

Pseudo-Bimodal Community Detection in Twitter-Based Networks

N. Semenov, I. Zakhlebin, A. Tolmach, S.I. Nikolenko

Proc. 8th International Congress on Ultra Modern Telecommunications and Control Systems · ICUMT 2016 · pp. 336–341 · IEEE

BibTeX
@inproceedings{semenov2016_662,
  author = {Semenov, Nikita and Zakhlebin, Igor and Tolmach, Alexander and Nikolenko, Sergey I.},
  title = {{Pseudo-Bimodal Community Detection in Twitter-Based Networks}},
  year = {2016},
  booktitle = {Proc. 8th International Congress on Ultra Modern Telecommunications and Control Systems},
  publisher = {IEEE},
  pages = {336--341},
  doi = {10.1109/ICUMT.2016.7765382},
  url = {https://doi.org/10.1109/ICUMT.2016.7765382}
}
Journal article

Large profits or fast gains: A dilemma in maximizing throughput with applications to network processors

K. Kogan, A. Lòpez-Ortiz, S.I. Nikolenko, G. Scalosub, M. Segal

Journal of Network and Computer Applications · pp. 31–43 · 2016

BibTeX
@article{kogan2016_615,
  author = {Kogan, Kirill and Lòpez-Ortiz, Alex and Nikolenko, Sergey I. and Scalosub, Gabriel and Segal, Michael},
  title = {{Large profits or fast gains: A dilemma in maximizing throughput with applications to network processors}},
  year = {2016},
  journal = {Journal of Network and Computer Applications},
  pages = {31--43},
  doi = {10.1016/j.jnca.2016.07.010},
  url = {https://doi.org/10.1016/j.jnca.2016.07.010}
}
Conference paper

Stable Topic Modeling with Local Density Regularization

S. Koltsov, S.I. Nikolenko, O. Koltsova, V. Filipov, S. Bodrunova

Proc. 3rd international conference on Internet Science · INSCI 2016 · pp. 176–188 · Springer

BibTeX
@inproceedings{koltsov2016_659,
  author = {Koltsov, Sergei and Nikolenko, Sergey I. and Koltsova, Olessia and Filipov, Vladimir and Bodrunova, Svetlana},
  title = {{Stable Topic Modeling with Local Density Regularization}},
  year = {2016},
  booktitle = {Proc. 3rd international conference on Internet Science},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  pages = {176--188},
  doi = {10.1007/978-3-319-45982-0_16},
  url = {https://doi.org/10.1007/978-3-319-45982-0_16}
}
Conference paper

ARTM vs. LDA: an SVD Extension Case Study

S.I. Nikolenko

Proc. 5th International Conference on Analysis of Images, Social Networks, and Texts · AIST 2016 · pp. 276–282

BibTeX
@inproceedings{nikolenko2016_656,
  author = {Nikolenko, Sergey I.},
  title = {{ARTM vs. LDA: an SVD Extension Case Study}},
  year = {2016},
  booktitle = {Proc. 5th International Conference on Analysis of Images, Social Networks, and Texts},
  pages = {276--282},
  url = {https://ceur-ws.org/Vol-1710/paper27.pdf}
}
Conference paper

Constructing Aspect-Based Sentiment Lexicons with Topic Modeling

E. Tutubalina, S.I. Nikolenko

Proc. 5th International Conference on Analysis of Images, Social Networks, and Texts · AIST 2016 · pp. 208–220

BibTeX
@inproceedings{tutubalina2016_655,
  author = {Tutubalina, Elena and Nikolenko, Sergey I.},
  title = {{Constructing Aspect-Based Sentiment Lexicons with Topic Modeling}},
  year = {2016},
  booktitle = {Proc. 5th International Conference on Analysis of Images, Social Networks, and Texts},
  pages = {208--220},
  doi = {10.1007/978-3-319-52920-2_20},
  url = {https://doi.org/10.1007/978-3-319-52920-2_20}
}
Conference paper

User Profiling in Text-Based Recommender Systems Based on Distributed Word Representations

S.I. Nikolenko, A. Alekseev

Proc. 5th International Conference on Analysis of Images, Social Networks, and Texts · AIST 2016 · pp. 196–207

BibTeX
@inproceedings{nikolenko2016_654,
  author = {Nikolenko, Sergey I. and Alekseev, Anton},
  title = {{User Profiling in Text-Based Recommender Systems Based on Distributed Word Representations}},
  year = {2016},
  booktitle = {Proc. 5th International Conference on Analysis of Images, Social Networks, and Texts},
  pages = {196--207},
  doi = {10.1007/978-3-319-52920-2_19},
  url = {https://doi.org/10.1007/978-3-319-52920-2_19}
}
Journal article

Online Recommender System for Radio Station Hosting Based on Information Fusion and Adaptive Tag-Aware Profiling

D. Ignatov, S.I. Nikolenko, T. Abaev, J. Poelmans

Expert Systems with Applications · pp. 546–558 · 2016

BibTeX
@article{ignatov2016_653,
  author = {Ignatov, Dmitry and Nikolenko, Sergey I. and Abaev, Teimuraz and Poelmans, Jonas},
  title = {{Online Recommender System for Radio Station Hosting Based on Information Fusion and Adaptive Tag-Aware Profiling}},
  year = {2016},
  journal = {Expert Systems with Applications},
  pages = {546--558},
  doi = {10.1016/j.eswa.2016.02.020},
  url = {https://doi.org/10.1016/j.eswa.2016.02.020}
}
Conference paper

Stable Topic Modeling for Web Science: Granulated LDA

S. Koltsov, S.I. Nikolenko, O. Koltsova, S. Bodrunova

Proc. 8th ACM Conference on Web Science · WebSci '16 · pp. 342–343 · 2016

BibTeX
@inproceedings{koltsov2016_661,
  author = {Koltsov, Sergei and Nikolenko, Sergey I. and Koltsova, Olessia and Bodrunova, Svetlana},
  title = {{Stable Topic Modeling for Web Science: Granulated LDA}},
  year = {2016},
  booktitle = {Proc. 8th ACM Conference on Web Science},
  publisher = {ACM},
  pages = {342--343},
  doi = {10.1145/2908131.2908184},
  url = {https://doi.org/10.1145/2908131.2908184}
}
Journal article

Gibbs sampler optimization for analysis of a granulated medium

S. Koltsov, S.I. Nikolenko, O. Koltsova

Technical Physics Letters · pp. 837–839 · Springer · 2016

BibTeX
@article{koltsov2016_660,
  author = {Koltsov, Sergei and Nikolenko, Sergey I. and Koltsova, Olessia},
  title = {{Gibbs sampler optimization for analysis of a granulated medium}},
  year = {2016},
  journal = {Technical Physics Letters},
  publisher = {Springer},
  pages = {837--839},
  doi = {10.1134/S1063785016080241},
  url = {https://doi.org/10.1134/S1063785016080241}
}

2015

Conference paper

Essential Traffic Parameters for Shared Memory Switch Performance

P. Eugster, A. Kesselman, K. Kogan, S.I. Nikolenko, A.V. Sirotkin

22nd International Colloquium on Structural Information and Communication Complexity · SIROCCO 2015 · pp. 61–75 · Springer

BibTeX
@inproceedings{eugster2015_620,
  author = {Eugster, Patrick and Kesselman, Alex and Kogan, Kirill and Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{Essential Traffic Parameters for Shared Memory Switch Performance}},
  year = {2015},
  booktitle = {22nd International Colloquium on Structural Information and Communication Complexity},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  pages = {61--75},
  doi = {10.1007/978-3-319-25258-2_5},
  url = {https://doi.org/10.1007/978-3-319-25258-2_5}
}
Conference paper

Priority Queueing with Multiple Packet Characteristics

P. Chuprikov, S.I. Nikolenko, K. Kogan

2015 IEEE International Conference on Computer Communications · INFOCOM 2015 · pp. 1418–1426

BibTeX
@inproceedings{chuprikov2015_611,
  author = {Chuprikov, Pavel and Nikolenko, Sergey I. and Kogan, Kirill},
  title = {{Priority Queueing with Multiple Packet Characteristics}},
  year = {2015},
  booktitle = {2015 IEEE International Conference on Computer Communications},
  pages = {1418--1426},
  doi = {10.1109/INFOCOM.2015.7218519},
  url = {https://doi.org/10.1109/INFOCOM.2015.7218519}
}
Conference paper

Inferring Sentiment-Based Priors in Topic Models

E. Tutubalina, S.I. Nikolenko

Proc. 14th Mexican International Conference on Artificial Intelligence · MICAI 2015 · pp. 92–104 · Springer

BibTeX
@inproceedings{tutubalina2015_648,
  author = {Tutubalina, Elena and Nikolenko, Sergey I.},
  title = {{Inferring Sentiment-Based Priors in Topic Models}},
  year = {2015},
  booktitle = {Proc. 14th Mexican International Conference on Artificial Intelligence},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  pages = {92--104},
  doi = {10.1007/978-3-319-27101-9_7},
  url = {https://doi.org/10.1007/978-3-319-27101-9_7}
}
Conference paper

SVD-LDA: Topic Modeling for Full-Text Recommender Systems

S.I. Nikolenko

Proc. 14th Mexican International Conference on Artificial Intelligence · MICAI 2015 · pp. 67–79 · Springer

BibTeX
@inproceedings{nikolenko2015_647,
  author = {Nikolenko, Sergey I.},
  title = {{SVD-LDA: Topic Modeling for Full-Text Recommender Systems}},
  year = {2015},
  booktitle = {Proc. 14th Mexican International Conference on Artificial Intelligence},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  pages = {67--79},
  doi = {10.1007/978-3-319-27101-9_5},
  url = {https://doi.org/10.1007/978-3-319-27101-9_5}
}
Preprint

BASEL (Buffering Architecture SpEcification Language)

K. Kogan, D. Menikkumbura, G. Petri, Y. Noh, S.I. Nikolenko, P. Eugster

arXiv · 2015

BibTeX
@misc{kogan2015_616,
  author = {Kogan, Kirill and Menikkumbura, Danushka and Petri, Gustavo and Noh, Youngtae and Nikolenko, Sergey I. and Eugster, Patrick},
  title = {{BASEL (Buffering Architecture SpEcification Language)}},
  year = {2015},
  eprint = {1510.04235},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/1510.04235}
}
Conference paper

Detecting Opinion Polarisation on Twitter by Constructing Pseudo-Bimodal Networks of Mentions and Retweets

I. Zakhlebin, A. Semenov, A. Tolmach, S.I. Nikolenko

Proc. 9th Russian Summer School in Information Retrieval · RUSSIR 2015 · pp. 169–178 · Springer

BibTeX
@inproceedings{zakhlebin2015_649,
  author = {Zakhlebin, Igor and Semenov, Aleksandr and Tolmach, Alexander and Nikolenko, Sergey I.},
  title = {{Detecting Opinion Polarisation on Twitter by Constructing Pseudo-Bimodal Networks of Mentions and Retweets}},
  year = {2015},
  booktitle = {Proc. 9th Russian Summer School in Information Retrieval},
  series = {Communications in Computer and Information Science},
  publisher = {Springer},
  pages = {169--178},
  doi = {10.1007/978-3-319-41718-9_10},
  url = {https://doi.org/10.1007/978-3-319-41718-9_10}
}
Conference paper

Discerning Depression Propensity Among Participants of Suicide and Depression-Related Groups of Vk.com

A. Semenov, A. Natekin, S.I. Nikolenko, P. Upravitelev, M. Trofimov, M. Kharchenko

Proc. 4th International Conference on Analysis of Images, Social Networks, and Texts · AIST 2015 · pp. 24–35 · Springer

BibTeX
@inproceedings{semenov2015_651,
  author = {Semenov, Aleksandr and Natekin, Alexei and Nikolenko, Sergey I. and Upravitelev, Philipp and Trofimov, M. and Kharchenko, M.},
  title = {{Discerning Depression Propensity Among Participants of Suicide and Depression-Related Groups of Vk.com}},
  year = {2015},
  booktitle = {Proc. 4th International Conference on Analysis of Images, Social Networks, and Texts},
  series = {Communications in Computer and Information Science},
  publisher = {Springer},
  pages = {24--35},
  doi = {10.1007/978-3-319-26123-2_3},
  url = {https://doi.org/10.1007/978-3-319-26123-2_3}
}
Conference paper

A Probabilistic Rating System for Team Competitions with Individual Contributions

S.I. Nikolenko

Proc. 4th International Conference on Analysis of Images, Social Networks, and Texts · AIST 2015 · pp. 3–13 · Springer

BibTeX
@inproceedings{nikolenko2015_646,
  author = {Nikolenko, Sergey I.},
  title = {{A Probabilistic Rating System for Team Competitions with Individual Contributions}},
  year = {2015},
  booktitle = {Proc. 4th International Conference on Analysis of Images, Social Networks, and Texts},
  series = {Communications in Computer and Information Science},
  publisher = {Springer},
  pages = {3--13},
  doi = {10.1007/978-3-319-26123-2_1},
  url = {https://doi.org/10.1007/978-3-319-26123-2_1}
}
Journal article

Single Cells within the Puerto Rico Trench Suggest Hadal Adaptation of Microbial Lineages

R. Leon-Zayas, M. Novotny, S. Podell, C. Shepard, E. Berkenpas, S.I. Nikolenko, P.A. Pevzner, E. Lasken, D. Bartlett

Applied and Environmental Microbiology · pp. 8265–8276 · 2015

BibTeX
@article{leonzayas2015_680,
  author = {Leon-Zayas, R. and Novotny, M. and Podell, S. and Shepard, C.M. and Berkenpas, E. and Nikolenko, Sergey I. and Pevzner, Pavel A. and Lasken, E. and Bartlett, D.H.},
  title = {{Single Cells within the Puerto Rico Trench Suggest Hadal Adaptation of Microbial Lineages}},
  year = {2015},
  journal = {Applied and Environmental Microbiology},
  pages = {8265--8276},
  doi = {10.1128/AEM.01659-15},
  url = {https://doi.org/10.1128/AEM.01659-15}
}

2014

Conference paper

Latent Dirichlet Allocation: Stability and Applications to Studies of User-Generated content

S. Koltsov, O. Koltsova, S.I. Nikolenko

Proceedings of the 2014 ACM Conference on Web Science · WebSci 2014 · pp. 161–165

BibTeX
@inproceedings{koltsov2014_731,
  author = {Koltsov, Sergei and Koltsova, Olessia and Nikolenko, Sergey I.},
  title = {{Latent Dirichlet Allocation: Stability and Applications to Studies of User-Generated content}},
  year = {2014},
  booktitle = {Proceedings of the 2014 ACM Conference on Web Science},
  pages = {161--165},
  doi = {10.1145/2615569.2615680},
  url = {https://doi.org/10.1145/2615569.2615680}
}
Conference paper

Shared-Memory Buffer Management for Heterogeneous Packet Processing

P. Eugster, K. Kogan, S.I. Nikolenko, A.V. Sirotkin

Proceedings of the 34th International Conference on Distributed Computing Systems · ICDCS 2014 · pp. 471–480 · IEEE Press

BibTeX
@inproceedings{eugster2014_624,
  author = {Eugster, Patrick and Kogan, Kirill and Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{Shared-Memory Buffer Management for Heterogeneous Packet Processing}},
  year = {2014},
  booktitle = {Proceedings of the 34th International Conference on Distributed Computing Systems},
  publisher = {IEEE Press},
  pages = {471--480},
  doi = {10.1109/ICDCS.2014.55},
  url = {https://doi.org/10.1109/ICDCS.2014.55}
}
Conference paper

Strategies for Mitigating TCAM Space Bottlenecks

K. Kogan, S.I. Nikolenko, P. Eugster, E. Ruan

22nd IEEE Annual Symposium on High-Performance Interconnects · HOTI 2014 · pp. 25–32

BibTeX
@inproceedings{kogan2014_621,
  author = {Kogan, Kirill and Nikolenko, Sergey I. and Eugster, Patrick and Ruan, Eddie},
  title = {{Strategies for Mitigating TCAM Space Bottlenecks}},
  year = {2014},
  booktitle = {22nd IEEE Annual Symposium on High-Performance Interconnects},
  publisher = {IEEE},
  pages = {25--32},
  doi = {10.1109/HOTI.2014.17},
  url = {https://doi.org/10.1109/HOTI.2014.17}
}
Conference paper

SAX-PAC (Scalable And eXpressive PAcket Classification)

K. Kogan, S.I. Nikolenko, O. Rottenstreich, W. Culhane, P. Eugster

Proceedings of the 2014 ACM conference on SIGCOMM · SIGCOMM 2014 · pp. 15–26 · ACM Press

BibTeX
@inproceedings{kogan2014_609,
  author = {Kogan, Kirill and Nikolenko, Sergey I. and Rottenstreich, Ori and Culhane, William and Eugster, Patrick},
  title = {{SAX-PAC (Scalable And eXpressive PAcket Classification)}},
  year = {2014},
  booktitle = {Proceedings of the 2014 ACM conference on SIGCOMM},
  publisher = {ACM Press},
  pages = {15--26},
  doi = {10.1145/2619239.2626294},
  url = {https://doi.org/10.1145/2619239.2626294}
}
Conference paper

Political Actor or Ritualised Other? Mapping Ethnic Attitudes in the Russian Blogosphere by Methods of Big Data Research

S. Bodrunova, O. Koltsova, S.I. Nikolenko, S. Koltsov, S. Alekseeva

ECPR General Conference · ECPR 2014

BibTeX
@inproceedings{bodrunova2014_668,
  author = {Bodrunova, Svetlana and Koltsova, Olessia and Nikolenko, Sergey I. and Koltsov, Sergei and Alekseeva, Svetlana},
  title = {{Political Actor or Ritualised Other? Mapping Ethnic Attitudes in the Russian Blogosphere by Methods of Big Data Research}},
  year = {2014},
  booktitle = {ECPR General Conference},
  url = {https://sergeynikolenko.ru/papers/668}
}
Conference paper

Measuring Topic Quality in Latent Dirichlet Allocation

S.I. Nikolenko, S. Koltsov, O. Koltsova

Proc. Philosophy, Mathematics, Linguistics: Aspects of Interaction · PhML-2014 · pp. 149–157

BibTeX
@inproceedings{nikolenko2014_644,
  author = {Nikolenko, Sergey I. and Koltsov, Sergei and Koltsova, Olessia},
  title = {{Measuring Topic Quality in Latent Dirichlet Allocation}},
  year = {2014},
  booktitle = {Proc. Philosophy, Mathematics, Linguistics: Aspects of Interaction},
  pages = {149--157},
  url = {https://sergeynikolenko.ru/papers/644}
}
Journal article

Analysis and Interpretation of Imaging Mass Spectrometry Data by Clustering Mass-to-Charge Images According to Their Spatial Similarity

T. Alexandrov, I. Chernyavsky, M. Becker, F. von Eggeling, S.I. Nikolenko

Analytical Chemistry · pp. 11189–11195 · 2014

BibTeX
@article{alexandrov2014_679,
  author = {Alexandrov, Theodore and Chernyavsky, Ilya and Becker, M. and von Eggeling, F. and Nikolenko, Sergey I.},
  title = {{Analysis and Interpretation of Imaging Mass Spectrometry Data by Clustering Mass-to-Charge Images According to Their Spatial Similarity}},
  year = {2014},
  journal = {Analytical Chemistry},
  pages = {11189--11195},
  doi = {10.1021/ac401420z},
  url = {https://doi.org/10.1021/ac401420z}
}
Conference paper

Online recommender system for radio station hosting: experimental results revisited

D. Ignatov, S.I. Nikolenko, T. Abaev, N. Konstantinova

Proceedings of 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT) · WIC 2014 · pp. 229–236

BibTeX
@inproceedings{ignatov2014_652,
  author = {Ignatov, Dmitry and Nikolenko, Sergey I. and Abaev, Teimuraz and Konstantinova, Natalia},
  title = {{Online recommender system for radio station hosting: experimental results revisited}},
  year = {2014},
  booktitle = {Proceedings of 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT)},
  pages = {229--236},
  doi = {10.1109/WI-IAT.2014.38},
  url = {https://doi.org/10.1109/WI-IAT.2014.38}
}
Preprint

Improving Quality Of Service For Radio Station Hosting: An Online Recommender System Based On Information Fusion

D. Ignatov, S.I. Nikolenko, T. Abaev, J. Poelmans

Preprint · 2014

BibTeX
@misc{ignatov2014_645,
  author = {Ignatov, Dmitry and Nikolenko, Sergey I. and Abaev, Teimuraz and Poelmans, Jonas},
  title = {{Improving Quality Of Service For Radio Station Hosting: An Online Recommender System Based On Information Fusion}},
  year = {2014},
  doi = {10.2139/ssrn.2542543},
  url = {https://doi.org/10.2139/ssrn.2542543}
}
Conference paper

Balancing Work and Size with Bounded Buffers

K. Kogan, A. Lòpez-Ortiz, S.I. Nikolenko, G. Scalosub

Proc. 6th International Conference on Communication Systems and Networks · COMSNETS 2014 · pp. 1–8 · IEEE Press

BibTeX
@inproceedings{kogan2014_625,
  author = {Kogan, Kirill and Lòpez-Ortiz, Alex and Nikolenko, Sergey I. and Scalosub, Gabriel},
  title = {{Balancing Work and Size with Bounded Buffers}},
  year = {2014},
  booktitle = {Proc. 6th International Conference on Communication Systems and Networks},
  publisher = {IEEE Press},
  pages = {1--8},
  doi = {10.1109/COMSNETS.2014.6734878},
  eprint = {1202.5755},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.1109/COMSNETS.2014.6734878}
}
Book chapter

Single and Multiple Buffer Processing

S.I. Nikolenko, K. Kogan

Encyclopaedia of Algorithms · pp. 1–9 · Springer · 2014

BibTeX
@incollection{nikolenko2014_610,
  author = {Nikolenko, Sergey I. and Kogan, Kirill},
  title = {{Single and Multiple Buffer Processing}},
  year = {2014},
  booktitle = {Encyclopaedia of Algorithms},
  publisher = {Springer},
  pages = {1--9},
  doi = {10.1007/978-3-642-27848-8_535-1},
  url = {https://doi.org/10.1007/978-3-642-27848-8_535-1}
}

2013

Journal article

A Complete One-Way Function based on a Finite Rank Free ℤ×ℤ-module

S.I. Nikolenko, D. Tugaryov

Journal of Mathematical Sciences · pp. 307–315 · 2013

BibTeX
@article{nikolenko2013_695,
  author = {Nikolenko, Sergey I. and Tugaryov, Denis},
  title = {{A Complete One-Way Function based on a Finite Rank Free ℤ×ℤ-module}},
  year = {2013},
  journal = {Journal of Mathematical Sciences},
  pages = {307--315},
  doi = {10.1007/s10958-013-1397-3},
  url = {https://doi.org/10.1007/s10958-013-1397-3}
}
Journal article

Feebly Secure Cryptographic Primitives

E.A. Hirsch, S.I. Nikolenko

Journal of Mathematical Sciences · pp. 17–34 · 2013

BibTeX
@article{hirsch2013_694,
  author = {Hirsch, Edward A. and Nikolenko, Sergey I.},
  title = {{Feebly Secure Cryptographic Primitives}},
  year = {2013},
  journal = {Journal of Mathematical Sciences},
  pages = {17--34},
  doi = {10.1007/s10958-012-1103-x},
  url = {https://doi.org/10.1007/s10958-012-1103-x}
}
Journal article

Circuit Complexity of Linear Functions: Gate Elimination and Feeble Security

A. Davydow, S.I. Nikolenko

Journal of Mathematical Sciences · pp. 35–43 · 2013

BibTeX
@article{davydow2013_693,
  author = {Davydow, Alex and Nikolenko, Sergey I.},
  title = {{Circuit Complexity of Linear Functions: Gate Elimination and Feeble Security}},
  year = {2013},
  journal = {Journal of Mathematical Sciences},
  pages = {35--43},
  doi = {10.1007/s10958-012-1104-9},
  url = {https://doi.org/10.1007/s10958-012-1104-9}
}
Journal article

BayesHammer: Bayesian clustering for error correction in single-cell sequencing

S.I. Nikolenko, A. Korobeynikov, M. Alekseyev

BMC Genomics · article S7 · 2013

BibTeX
@article{nikolenko2013_677,
  author = {Nikolenko, Sergey I. and Korobeynikov, Anton and Alekseyev, Max},
  title = {{BayesHammer: Bayesian clustering for error correction in single-cell sequencing}},
  year = {2013},
  journal = {BMC Genomics},
  eid = {S7},
  doi = {10.1186/1471-2164-14-S1-S7},
  eprint = {1211.2756},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.1186/1471-2164-14-S1-S7}
}
Conference paper

Interval Semi-Supervised LDA: Classifying Needles in a Haystack

S. Bodrunova, S. Koltsov, O. Koltsova, S.I. Nikolenko, A. Shimorina

Proc. 12th Mexican International Conference on Artificial Intelligence · MICAI 2013 · pp. 265–274 · Springer

BibTeX
@inproceedings{bodrunova2013_642,
  author = {Bodrunova, Svetlana and Koltsov, Sergei and Koltsova, Olessia and Nikolenko, Sergey I. and Shimorina, Anastasia},
  title = {{Interval Semi-Supervised LDA: Classifying Needles in a Haystack}},
  year = {2013},
  booktitle = {Proc. 12th Mexican International Conference on Artificial Intelligence},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  pages = {265--274},
  doi = {10.1007/978-3-642-45114-0_21},
  url = {https://doi.org/10.1007/978-3-642-45114-0_21}
}
Conference paper

Semi-Supervised Tag Extraction in a Web Recommender System

V.A. Leksin, S.I. Nikolenko

Proc. 6th International Conference on Similarity Search and Applications · SISAP 2013 · pp. 206–212 · Springer

BibTeX
@inproceedings{leksin2013_641,
  author = {Leksin, V. A. and Nikolenko, Sergey I.},
  title = {{Semi-Supervised Tag Extraction in a Web Recommender System}},
  year = {2013},
  booktitle = {Proc. 6th International Conference on Similarity Search and Applications},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  pages = {206--212},
  doi = {10.1007/978-3-642-41062-8_21},
  url = {https://doi.org/10.1007/978-3-642-41062-8_21}
}
Conference paper

Multi-Queued Network Processors for Packets with Heterogeneous Processing Requirements

K. Kogan, A. Lòpez-Ortiz, S.I. Nikolenko, A.V. Sirotkin

Proc. 5th International Conference on Communication Systems and Networks · COMSNETS 2013 · pp. 1–8 · IEEE Press

BibTeX
@inproceedings{kogan2013_628,
  author = {Kogan, Kirill and Lòpez-Ortiz, Alex and Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{Multi-Queued Network Processors for Packets with Heterogeneous Processing Requirements}},
  year = {2013},
  booktitle = {Proc. 5th International Conference on Communication Systems and Networks},
  publisher = {IEEE Press},
  pages = {1--8},
  doi = {10.1109/COMSNETS.2013.6465538},
  url = {https://doi.org/10.1109/COMSNETS.2013.6465538}
}
Conference paper

Efficient demand assignment in multi-connected microgrids

K. Kogan, S.I. Nikolenko, S. Keshav, A. Lòpez-Ortiz

Proc. 4th Energy-Efficient Computing and Networking · e-Energy 2013 · pp. 277–278

BibTeX
@inproceedings{kogan2013_627,
  author = {Kogan, Kirill and Nikolenko, Sergey I. and Keshav, Srinivasan and Lòpez-Ortiz, Alex},
  title = {{Efficient demand assignment in multi-connected microgrids}},
  year = {2013},
  booktitle = {Proc. 4th Energy-Efficient Computing and Networking},
  pages = {277--278},
  doi = {10.1145/2487166.2487205},
  url = {https://doi.org/10.1145/2487166.2487205}
}
Conference paper

Towards efficient implementation of packet classifiers in SDN/OpenFlow

K. Kogan, S.I. Nikolenko, W. Culhane, P. Eugster, E. Ruan

Proc. 2nd ACM SIGCOMM Workshop on Hot Topics in Software Defined Networking · HotSDN 2013 · pp. 153–154

BibTeX
@inproceedings{kogan2013_626,
  author = {Kogan, Kirill and Nikolenko, Sergey I. and Culhane, William and Eugster, Patrick and Ruan, Eddie},
  title = {{Towards efficient implementation of packet classifiers in SDN/OpenFlow}},
  year = {2013},
  booktitle = {Proc. 2nd ACM SIGCOMM Workshop on Hot Topics in Software Defined Networking},
  pages = {153--154},
  doi = {10.1145/2491185.2491219},
  url = {https://doi.org/10.1145/2491185.2491219}
}
Conference paper

Efficient Demand Assignment in Multi-Connected Microgrids with a Shared Central Grid

K. Kogan, S.I. Nikolenko, S. Keshav, A. Lòpez-Ortiz

Proc. 3rd IFIP Conference on Sustainable Internet and ICT for Sustainability 2013 · SustainIT 2013

BibTeX
@inproceedings{kogan2013_618,
  author = {Kogan, Kirill and Nikolenko, Sergey I. and Keshav, Srinivasan and Lòpez-Ortiz, Alex},
  title = {{Efficient Demand Assignment in Multi-Connected Microgrids with a Shared Central Grid}},
  year = {2013},
  booktitle = {Proc. 3rd IFIP Conference on Sustainable Internet and ICT for Sustainability 2013},
  doi = {10.1109/SustainIT.2013.6685197},
  url = {https://doi.org/10.1109/SustainIT.2013.6685197}
}

2012

Journal article

SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing

A. Bankevich, S. Nurk, D. Antipov, A. Gurevich, M. Dvorkin, A.S. Kulikov, V.M. Lesin, S.I. Nikolenko, S. Pham, A.D. Prjibelski, A. Pyshkin, A.V. Sirotkin, N. Vyahhi, G. Tesler, M. Alekseyev, P.A. Pevzner

Journal of Computational Biology · pp. 455–477 · 2012

BibTeX
@article{bankevich2012_674,
  author = {Bankevich, Anton and Nurk, Sergey and Antipov, Dmitry and Gurevich, Alexey and Dvorkin, Mikhail and Kulikov, Alexander S. and Lesin, Valery M. and Nikolenko, Sergey I. and Pham, Son and Prjibelski, Andrey D. and Pyshkin, Alexey and Sirotkin, Alexander V. and Vyahhi, Nikolay and Tesler, Glenn and Alekseyev, Max and Pevzner, Pavel A.},
  title = {{SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing}},
  year = {2012},
  journal = {Journal of Computational Biology},
  pages = {455--477},
  doi = {10.1089/cmb.2012.0021},
  url = {https://doi.org/10.1089/cmb.2012.0021}
}
Book chapter

The Markov School in the 21st Century

S.I. Nikolenko

Logic in Central and Eastern Europe: History, Science and Discourse · pp. 388–427 · University Press of America · 2012

BibTeX
@incollection{nikolenko2012_727,
  author = {Nikolenko, Sergey I.},
  title = {{The Markov School in the 21st Century}},
  year = {2012},
  booktitle = {Logic in Central and Eastern Europe: History, Science and Discourse},
  publisher = {University Press of America},
  pages = {388--427},
  url = {https://rowman.com/ISBN/9780761858911}
}
Book chapter

History of the Leningrad (St. Petersburg) School of Constructive Mathematics and Proof Theory

G.E. Mints, S.I. Nikolenko

Logic in Central and Eastern Europe: History, Science and Discourse · pp. 380–387 · University Press of America · 2012

BibTeX
@incollection{mints2012_726,
  author = {Mints, Grigory E. and Nikolenko, Sergey I.},
  title = {{History of the Leningrad (St. Petersburg) School of Constructive Mathematics and Proof Theory}},
  year = {2012},
  booktitle = {Logic in Central and Eastern Europe: History, Science and Discourse},
  publisher = {University Press of America},
  pages = {380--387},
  url = {https://rowman.com/ISBN/9780761858911}
}
Book chapter

Provably Secure Cryptographic Constructions

S.I. Nikolenko

Cryptography and Security in Computing · pp. 3–22 · InTech · 2012

BibTeX
@incollection{nikolenko2012_703,
  author = {Nikolenko, Sergey I.},
  title = {{Provably Secure Cryptographic Constructions}},
  year = {2012},
  booktitle = {Cryptography and Security in Computing},
  publisher = {InTech},
  pages = {3--22},
  url = {http://www.intechopen.com/books/cryptography-and-security-in-computing/provably-secure-cryptographic-constructions}
}
Journal article

Continuous hard-to-invert functions and biometric authentication

D. Grigoriev, S.I. Nikolenko

Groups – Complexity – Cryptology · pp. 19–32 · 2012

BibTeX
@article{grigoriev2012_696,
  author = {Grigoriev, Dmitry and Nikolenko, Sergey I.},
  title = {{Continuous hard-to-invert functions and biometric authentication}},
  year = {2012},
  journal = {Groups – Complexity – Cryptology},
  pages = {19--32},
  doi = {10.1515/gcc-2012-0004},
  url = {https://doi.org/10.1515/gcc-2012-0004}
}
Conference paper

A Two-Step Soft Segmentation Procedure for MALDI Imaging Mass Spectrometry Data

I. Chernyavsky, T. Alexandrov, P. Maass, S.I. Nikolenko

Proceedings of the 18th German Conference in Bioinformatics · GCB-2012 · pp. 39–48

BibTeX
@inproceedings{chernyavsky2012_676,
  author = {Chernyavsky, Ilya and Alexandrov, Theodore and Maass, Peter and Nikolenko, Sergey I.},
  title = {{A Two-Step Soft Segmentation Procedure for MALDI Imaging Mass Spectrometry Data}},
  year = {2012},
  booktitle = {Proceedings of the 18th German Conference in Bioinformatics},
  series = {OASIcs},
  pages = {39--48},
  url = {https://sergeynikolenko.ru/papers/676}
}
Journal articleIn Russian

Segmentation of MALDI imaging results based on graphical models

I. Chernyavsky, T. Alexandrov, S.I. Nikolenko

SPIIRAS Proceedings · pp. 120–142 · 2012

BibTeX
@article{chernyavsky2012_675,
  author = {Chernyavsky, Ilya and Alexandrov, Theodore and Nikolenko, Sergey I.},
  title = {{Segmentation of MALDI imaging results based on graphical models}},
  year = {2012},
  journal = {SPIIRAS Proceedings},
  pages = {120--142},
  url = {http://www.proceedings.spiiras.nw.ru/data/src/2012/21/00/spyproc-2012-21-00-08-en.html}
}
Conference paper

Online Recommender System for Radio Station Hosting

D. Ignatov, A. Konstantinov, S.I. Nikolenko, J. Poelmans, V. Zaharchuk

Proceedings of BIR 2012 · pp. 1–12 · Springer

BibTeX
@inproceedings{ignatov2012_640,
  author = {Ignatov, Dmitry and Konstantinov, A. and Nikolenko, Sergey I. and Poelmans, Jonas and Zaharchuk, Vasily},
  title = {{Online Recommender System for Radio Station Hosting}},
  year = {2012},
  booktitle = {Proceedings of BIR 2012},
  series = {Lecture Notes in Business Information Processing},
  publisher = {Springer},
  pages = {1--12},
  doi = {10.1007/978-3-642-33281-4_1},
  url = {https://doi.org/10.1007/978-3-642-33281-4_1}
}
Journal articleIn Russian

Bayesian rating systems with additional information on tournament results

S.I. Nikolenko, D.V. Serdyuk, A.V. Sirotkin

SPIIRAS Proceedings · pp. 189–204 · 2012

BibTeX
@article{nikolenko2012_639,
  author = {Nikolenko, Sergey I. and Serdyuk, D. V. and Sirotkin, Alexander V.},
  title = {{Bayesian rating systems with additional information on tournament results}},
  year = {2012},
  journal = {SPIIRAS Proceedings},
  pages = {189--204},
  url = {http://www.proceedings.spiiras.nw.ru/data/src/2012/22/00/spyproc-2012-22-00-10-en.html}
}
Journal articleIn Russian

A survey of user behaviour models for search results ranking

A. Fishkov, S.I. Nikolenko

SPIIRAS Proceedings · pp. 139–175 · 2012

BibTeX
@article{fishkov2012_638,
  author = {Fishkov, Alexander and Nikolenko, Sergey I.},
  title = {{A survey of user behaviour models for search results ranking}},
  year = {2012},
  journal = {SPIIRAS Proceedings},
  pages = {139--175},
  url = {http://www.proceedings.spiiras.nw.ru/data/src/2012/22/00/spyproc-2012-22-00-08-en.html}
}
Journal articleIn Russian

SCM: a new user behaviour model for web search

A. Fishkov, S.I. Nikolenko

SPIIRAS Proceedings · pp. 72–100 · 2012

BibTeX
@article{fishkov2012_637,
  author = {Fishkov, Alexander and Nikolenko, Sergey I.},
  title = {{SCM: a new user behaviour model for web search}},
  year = {2012},
  journal = {SPIIRAS Proceedings},
  pages = {72--100},
  url = {http://www.proceedings.spiiras.nw.ru/data/src/2012/20/00/spyproc-2012-20-00-04-en.html}
}
Conference paper

A New Recommender System for the Interactive Radio Network FMhost

S.I. Nikolenko

Proceedings of EEML 2012, an ICFCA 2012 workshop · pp. 72–85

BibTeX
@inproceedings{nikolenko2012_636,
  author = {Nikolenko, Sergey I.},
  title = {{A New Recommender System for the Interactive Radio Network FMhost}},
  year = {2012},
  booktitle = {Proceedings of EEML 2012, an ICFCA 2012 workshop},
  pages = {72--85},
  url = {https://sergeynikolenko.ru/papers/636}
}
Conference paper

A New Click Model for Relevance Prediction in Web Search

A. Fishkov, S.I. Nikolenko

Proceedings of EEML 2012, an ICFCA 2012 workshop · pp. 45–54

BibTeX
@inproceedings{fishkov2012_635,
  author = {Fishkov, Alexander and Nikolenko, Sergey I.},
  title = {{A New Click Model for Relevance Prediction in Web Search}},
  year = {2012},
  booktitle = {Proceedings of EEML 2012, an ICFCA 2012 workshop},
  pages = {45--54},
  url = {https://sergeynikolenko.ru/papers/635}
}
Conference paper

FIFO Queueing Policies for Packets with Heterogeneous Processing

K. Kogan, A. Lòpez-Ortiz, S.I. Nikolenko, A.V. Sirotkin, D. Tugaryov

Proc. 1st Mediterranean Conference on Algorithms · MedAlg 2012 · pp. 248–260 · Springer

BibTeX
@inproceedings{kogan2012_630,
  author = {Kogan, Kirill and Lòpez-Ortiz, Alex and Nikolenko, Sergey I. and Sirotkin, Alexander V. and Tugaryov, Denis},
  title = {{FIFO Queueing Policies for Packets with Heterogeneous Processing}},
  year = {2012},
  booktitle = {Proc. 1st Mediterranean Conference on Algorithms},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  pages = {248--260},
  doi = {10.1007/978-3-642-34862-4_18},
  eprint = {1204.5443},
  archivePrefix = {arXiv},
  url = {https://doi.org/10.1007/978-3-642-34862-4_18}
}
Conference paper

A Taxonomy of Semi-FIFO Policies

K. Kogan, A. Lòpez-Ortiz, S.I. Nikolenko, A.V. Sirotkin

Proc. 31st IEEE International Performance Computing and Communications Conference · IPCCC 2012 · pp. 295–304 · IEEE Press

BibTeX
@inproceedings{kogan2012_629,
  author = {Kogan, Kirill and Lòpez-Ortiz, Alex and Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{A Taxonomy of Semi-FIFO Policies}},
  year = {2012},
  booktitle = {Proc. 31st IEEE International Performance Computing and Communications Conference},
  publisher = {IEEE Press},
  pages = {295--304},
  doi = {10.1109/PCCC.2012.6407771},
  url = {https://doi.org/10.1109/PCCC.2012.6407771}
}

2011

Poster

Predicting DNA Replication Origins with Machine Learning Techniques

M. Churakov, S.I. Nikolenko, Y. Porozov

ISMB/ECCB 2011

BibTeX
@inproceedings{churakov2011_730,
  author = {Churakov, Mikhail and Nikolenko, Sergey I. and Porozov, Yury},
  title = {{Predicting DNA Replication Origins with Machine Learning Techniques}},
  year = {2011},
  booktitle = {ISMB/ECCB 2011},
  url = {https://sergeynikolenko.ru/papers/730}
}
Poster

Protein conformational movements modeling based on the average action principle

A. Krass, S.I. Nikolenko, E. Stepanov, Y. Porozov

ISMB/ECCB 2011

BibTeX
@inproceedings{krass2011_729,
  author = {Krass, Alexander and Nikolenko, Sergey I. and Stepanov, Evgeny and Porozov, Yury},
  title = {{Protein conformational movements modeling based on the average action principle}},
  year = {2011},
  booktitle = {ISMB/ECCB 2011},
  url = {https://sergeynikolenko.ru/papers/729}
}
Poster

Bayesian Evaluation of de novo Genome Assembly

S.I. Nikolenko, M. Alekseyev, P.A. Pevzner

ISMB/ECCB 2011

BibTeX
@inproceedings{nikolenko2011_728,
  author = {Nikolenko, Sergey I. and Alekseyev, Max and Pevzner, Pavel A.},
  title = {{Bayesian Evaluation of de novo Genome Assembly}},
  year = {2011},
  booktitle = {ISMB/ECCB 2011},
  url = {https://sergeynikolenko.ru/papers/728}
}
Book

Provably Secure Constructions in Cryptography

S.I. Nikolenko

Lambert Academic Publishing · 2011

BibTeX
@book{nikolenko2011_699,
  author = {Nikolenko, Sergey I.},
  title = {{Provably Secure Constructions in Cryptography}},
  year = {2011},
  publisher = {Lambert Academic Publishing},
  url = {https://www.morebooks.de/store/gb/book/provably-secure-constructions-in-cryptography/isbn/978-3-8433-0404-7}
}
Conference paper

Gate Elimination for Linear Functions and New Feebly Secure Constructions

A. Davydow, S.I. Nikolenko

Proceedings of the 6th Computer Science Symposium in Russia · CSR 2011 · pp. 148–161

BibTeX
@inproceedings{davydow2011_692,
  author = {Davydow, Alex and Nikolenko, Sergey I.},
  title = {{Gate Elimination for Linear Functions and New Feebly Secure Constructions}},
  year = {2011},
  booktitle = {Proceedings of the 6th Computer Science Symposium in Russia},
  series = {Lecture Notes in Computer Science},
  pages = {148--161},
  doi = {10.1007/978-3-642-20712-9_12},
  url = {https://doi.org/10.1007/978-3-642-20712-9_12}
}
Conference paper

New Formulations for the Genome Assembly Problem

S.I. Nikolenko, M. Alekseyev

Proceedings of the 5th International Moscow Conference on Computational Molecular Biology · MCCMB 2011 · pp. 251–252

BibTeX
@inproceedings{nikolenko2011_678,
  author = {Nikolenko, Sergey I. and Alekseyev, Max},
  title = {{New Formulations for the Genome Assembly Problem}},
  year = {2011},
  booktitle = {Proceedings of the 5th International Moscow Conference on Computational Molecular Biology},
  pages = {251--252},
  url = {http://mccmb.belozersky.msu.ru/2011/mccmb11.pdf}
}
Journal articleIn Russian

A Probabilistic Graphical Model for the Music Harmony Similarity Problem

I. Baltiysky, S.I. Nikolenko

SPIIRAS Proceedings · pp. 136–163 · 2011

BibTeX
@article{baltiysky2011_634,
  author = {Baltiysky, Igor and Nikolenko, Sergey I.},
  title = {{A Probabilistic Graphical Model for the Music Harmony Similarity Problem}},
  year = {2011},
  journal = {SPIIRAS Proceedings},
  pages = {136--163},
  url = {http://www.proceedings.spiiras.nw.ru/data/src/2011/18/00/spyproc-2011-18-00-06-en.html}
}
Journal articleIn Russian

Probabilistic Graphical Models of Harmony in Automated Music Analysis: a Survey

I. Baltiysky, S.I. Nikolenko

SPIIRAS Proceedings · pp. 174–196 · 2011

BibTeX
@article{baltiysky2011_633,
  author = {Baltiysky, Igor and Nikolenko, Sergey I.},
  title = {{Probabilistic Graphical Models of Harmony in Automated Music Analysis: a Survey}},
  year = {2011},
  journal = {SPIIRAS Proceedings},
  pages = {174--196},
  url = {http://www.proceedings.spiiras.nw.ru/data/src/2011/17/00/spyproc-2011-17-00-09-en.html}
}
Conference paper

A New Bayesian Rating System for Team Competitions

S.I. Nikolenko, A.V. Sirotkin

Proceedings of the 28th International Conference on Machine Learning · ICML 2011 · pp. 601–608

BibTeX
@inproceedings{nikolenko2011_632,
  author = {Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{A New Bayesian Rating System for Team Competitions}},
  year = {2011},
  booktitle = {Proceedings of the 28th International Conference on Machine Learning},
  pages = {601--608},
  url = {https://sergeynikolenko.ru/papers/632}
}

2010

Conference paper

Extensions of the TrueSkillTM rating system

S.I. Nikolenko, A.V. Sirotkin

Proceedings of the 9th International Conference on Applications of Fuzzy Systems and Soft Computing · ICAFS 2010 · pp. 151–160

BibTeX
@inproceedings{nikolenko2010_725,
  author = {Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{Extensions of the TrueSkillTM rating system}},
  year = {2010},
  booktitle = {Proceedings of the 9th International Conference on Applications of Fuzzy Systems and Soft Computing},
  pages = {151--160},
  url = {https://sergeynikolenko.ru/papers/725}
}
Conference paper

Fuzzy computing via multiagent negotiations

I. Gnilomedov, S.I. Nikolenko

Proceedings of the 9th International Conference on Applications of Fuzzy Systems and Soft Computing · ICAFS 2010 · pp. 210–220

BibTeX
@inproceedings{gnilomedov2010_724,
  author = {Gnilomedov, Ivan and Nikolenko, Sergey I.},
  title = {{Fuzzy computing via multiagent negotiations}},
  year = {2010},
  booktitle = {Proceedings of the 9th International Conference on Applications of Fuzzy Systems and Soft Computing},
  pages = {210--220},
  url = {https://sergeynikolenko.ru/papers/724}
}
Conference paper

Agent-Based Economic Modeling with Finite State Machines

I. Gnilomedov, S.I. Nikolenko

Proceedings of the 36th Annual Convention of the Society for the Study of Artificial Intelligence and Simulation of Behaviour · AISB 2010

BibTeX
@inproceedings{gnilomedov2010_723,
  author = {Gnilomedov, Ivan and Nikolenko, Sergey I.},
  title = {{Agent-Based Economic Modeling with Finite State Machines}},
  year = {2010},
  booktitle = {Proceedings of the 36th Annual Convention of the Society for the Study of Artificial Intelligence and Simulation of Behaviour},
  url = {https://sergeynikolenko.ru/papers/723}
}

2009

Journal article

The Event Bush as a Semantic-based Numerical Approach to Natural Hazard Assessment (Exemplified by Volcanology)

C.A. Pshenichny, S.I. Nikolenko, R. Carniel, P.A. Vaganov, Z.V. Khrabrykh, V.P. Moukhachov, V.L. Akimova-Shterkhun, A.A. Rezyapkin

Computers and Geosciences · pp. 1017–1034 · 2009

BibTeX
@article{pshenichny2009_718,
  author = {Pshenichny, Cyril A. and Nikolenko, Sergey I. and Carniel, Roberto and Vaganov, P. A. and Khrabrykh, Z. V. and Moukhachov, V. P. and Akimova-Shterkhun, V. L. and Rezyapkin, A. A.},
  title = {{The Event Bush as a Semantic-based Numerical Approach to Natural Hazard Assessment (Exemplified by Volcanology)}},
  year = {2009},
  journal = {Computers and Geosciences},
  pages = {1017--1034},
  doi = {10.1016/j.cageo.2008.01.009},
  url = {https://doi.org/10.1016/j.cageo.2008.01.009}
}
Journal articleIn Russian

The event bush formalism for knowledge representation and probabilistic inference in geological hazard evaluation

C.A. Pshenichny, S.I. Nikolenko, A.V. Yakovlev

Geoinformatics · pp. 62–71 · 2009

BibTeX
@article{pshenichny2009_720,
  author = {Pshenichny, Cyril A. and Nikolenko, Sergey I. and Yakovlev, Anton V.},
  title = {{The event bush formalism for knowledge representation and probabilistic inference in geological hazard evaluation}},
  year = {2009},
  journal = {Geoinformatics},
  pages = {62--71},
  url = {https://sergeynikolenko.ru/papers/720}
}
Journal article

A2-proof of structure theorems for Chevalley groups of type F4

N.A. Vavilov, S.I. Nikolenko

St. Petersburg Mathematical Journal · pp. 527–551 · 2009

BibTeX
@article{vavilov2009_709,
  author = {Vavilov, Nikolai A. and Nikolenko, Sergey I.},
  title = {{A2-proof of structure theorems for Chevalley groups of type F4}},
  year = {2009},
  journal = {St. Petersburg Mathematical Journal},
  pages = {527--551},
  url = {https://sergeynikolenko.ru/papers/709}
}
Journal article

Motivic decomposition of anisotropic varieties of type F4 into generalized Rost motives

S.I. Nikolenko, N. Semenov, K. Zainoulline

Journal of K-Theory · pp. 85–102 · 2009

BibTeX
@article{nikolenko2009_706,
  author = {Nikolenko, Sergey I. and Semenov, Nikita and Zainoulline, Kirill},
  title = {{Motivic decomposition of anisotropic varieties of type F4 into generalized Rost motives}},
  year = {2009},
  journal = {Journal of K-Theory},
  pages = {85--102},
  doi = {10.1017/is008001021jkt046},
  url = {https://doi.org/10.1017/is008001021jkt046}
}
BookIn Russian

Learning Systems

S.I. Nikolenko, A.L. Tulupyev

MCCME Press, Moscow · 2009

BibTeX
@book{nikolenko2009_702,
  author = {Nikolenko, Sergey I. and Tulupyev, Alexander L.},
  title = {{Learning Systems}},
  year = {2009},
  publisher = {MCCME Press, Moscow},
  url = {http://biblio.mccme.ru/node/2147/shop}
}
BookIn Russian

Mechanism design theory

S.I. Nikolenko

Intuit, Moscow · 2009

BibTeX
@book{nikolenko2009_701,
  author = {Nikolenko, Sergey I.},
  title = {{Mechanism design theory}},
  year = {2009},
  publisher = {Intuit, Moscow},
  url = {http://www.ozon.ru/context/detail/id/4620234/}
}
Book

Bayesian belief networks: probabilistic logic inference on directed acyclic graphs

A.L. Tulupyev, A.V. Sirotkin, S.I. Nikolenko

SPSU Press, St. Petersburg · 2009

BibTeX
@book{tulupyev2009_700,
  author = {Tulupyev, Alexander L. and Sirotkin, Alexander V. and Nikolenko, Sergey I.},
  title = {{Bayesian belief networks: probabilistic logic inference on directed acyclic graphs}},
  year = {2009},
  publisher = {SPSU Press, St. Petersburg},
  url = {https://sergeynikolenko.ru/papers/700}
}
Conference paper

A feebly secure trapdoor function

E.A. Hirsch, S.I. Nikolenko

Proceedings of the 4th Computer Science Symposium in Russia · CSR 2009 · pp. 129–142

BibTeX
@inproceedings{hirsch2009_691,
  author = {Hirsch, Edward A. and Nikolenko, Sergey I.},
  title = {{A feebly secure trapdoor function}},
  year = {2009},
  booktitle = {Proceedings of the 4th Computer Science Symposium in Russia},
  series = {Lecture Notes in Computer Science},
  pages = {129--142},
  url = {https://sergeynikolenko.ru/papers/691}
}
Journal article

On Complete One-Way Functions

A. Kojevnikov, S.I. Nikolenko

Problems of Information Transmission · pp. 101–118 · 2009

BibTeX
@article{kojevnikov2009_690,
  author = {Kojevnikov, Arist and Nikolenko, Sergey I.},
  title = {{On Complete One-Way Functions}},
  year = {2009},
  journal = {Problems of Information Transmission},
  pages = {101--118},
  doi = {10.1134/S0032946009020082},
  url = {https://doi.org/10.1134/S0032946009020082}
}
Conference paperIn Russian

Bayesian Inference in Rating Systems: a Survey

S.I. Nikolenko, A.V. Sirotkin

Proc. SoftComp 2009 · pp. 29–48

BibTeX
@inproceedings{nikolenko2009_631,
  author = {Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{Bayesian Inference in Rating Systems: a Survey}},
  year = {2009},
  booktitle = {Proc. SoftComp 2009},
  pages = {29--48},
  url = {https://sergeynikolenko.ru/papers/631}
}

2008

Conference paper

Spatial Volcanic Hazard Assessment by the Event Bush Method

S.I. Nikolenko, C.A. Pshenichny, A. Sobissevich, A.V. Yakovlev

XXIV IUGG General Assembly, Perugia, Italy · 2008

BibTeX
@inproceedings{nikolenko2008_721,
  author = {Nikolenko, Sergey I. and Pshenichny, Cyril A. and Sobissevich, Alexei and Yakovlev, Anton V.},
  title = {{Spatial Volcanic Hazard Assessment by the Event Bush Method}},
  year = {2008},
  booktitle = {XXIV IUGG General Assembly, Perugia, Italy},
  url = {https://sergeynikolenko.ru/papers/721}
}
Conference paper

The Event Bush as a Potential Complex Methodology of Conceptual Modeling in Geosciences

C.A. Pshenichny, S.I. Nikolenko, R. Carniel, A. Sobissevich, P.A. Vaganov, Z.V. Khrabrykh, V.P. Moukhachov, V.L. Shterkhun, A.A. Rezyapkin, A.V. Yakovlev, R.A. Fedukov, E.A. Gusev

Proceedings of iEMSs'08: International Congress on Environmental Modelling and Software · 2008

BibTeX
@inproceedings{pshenichny2008_722,
  author = {Pshenichny, Cyril A. and Nikolenko, Sergey I. and Carniel, Roberto and Sobissevich, Alexei and Vaganov, P. A. and Khrabrykh, Z. V. and Moukhachov, V. P. and Shterkhun, V. L. and Rezyapkin, A. A. and Yakovlev, Anton V. and Fedukov, R. A. and Gusev, E. A.},
  title = {{The Event Bush as a Potential Complex Methodology of Conceptual Modeling in Geosciences}},
  year = {2008},
  booktitle = {Proceedings of iEMSs'08: International Congress on Environmental Modelling and Software},
  url = {https://sergeynikolenko.ru/papers/722}
}
Conference paper

Learning Conditional Probabilities in Event Bushes with Temporal Labels

S.I. Nikolenko, C.A. Pshenichny, R. Carniel

Proceedings of iEMSs'08: International Congress on Environmental Modelling and Software · 2008

BibTeX
@inproceedings{nikolenko2008_719,
  author = {Nikolenko, Sergey I. and Pshenichny, Cyril A. and Carniel, Roberto},
  title = {{Learning Conditional Probabilities in Event Bushes with Temporal Labels}},
  year = {2008},
  booktitle = {Proceedings of iEMSs'08: International Congress on Environmental Modelling and Software},
  url = {https://sergeynikolenko.ru/papers/719}
}
Preprint

A feebly secure trapdoor function

E.A. Hirsch, S.I. Nikolenko

Preprint · 2008

BibTeX
@misc{hirsch2008_689,
  author = {Hirsch, Edward A. and Nikolenko, Sergey I.},
  title = {{A feebly secure trapdoor function}},
  year = {2008},
  url = {https://sergeynikolenko.ru/papers/689}
}
Journal article

Algebraic Cryptography: New Constructions and Their Security against Provable Break

D. Grigoriev, A. Kojevnikov, S.I. Nikolenko

St. Petersburg Mathematical Journal · pp. 119–147 · 2008

BibTeX
@article{grigoriev2008_688,
  author = {Grigoriev, Dmitry and Kojevnikov, Arist and Nikolenko, Sergey I.},
  title = {{Algebraic Cryptography: New Constructions and Their Security against Provable Break}},
  year = {2008},
  journal = {St. Petersburg Mathematical Journal},
  pages = {119--147},
  url = {https://sergeynikolenko.ru/papers/688}
}
Conference paper

New Combinatorial Complete One-Way Functions

A. Kojevnikov, S.I. Nikolenko

Proceedings of the 25th International Symposium on Theoretical Aspects of Computer Science, Bordeaux, France · STACS 2008 · pp. 457–466

BibTeX
@inproceedings{kojevnikov2008_687,
  author = {Kojevnikov, Arist and Nikolenko, Sergey I.},
  title = {{New Combinatorial Complete One-Way Functions}},
  year = {2008},
  booktitle = {Proceedings of the 25th International Symposium on Theoretical Aspects of Computer Science, Bordeaux, France},
  pages = {457--466},
  eprint = {0802.2863},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/0802.2863}
}
Journal article

Complexity of Semialgebraic Proofs with Restricted Degree of Falsity

E.A. Hirsch, A. Kojevnikov, A.S. Kulikov, S.I. Nikolenko

Journal of Satisfiability · pp. 53–69 · 2008

BibTeX
@article{hirsch2008_685,
  author = {Hirsch, Edward A. and Kojevnikov, Arist and Kulikov, Alexander S. and Nikolenko, Sergey I.},
  title = {{Complexity of Semialgebraic Proofs with Restricted Degree of Falsity}},
  year = {2008},
  journal = {Journal of Satisfiability},
  pages = {53--69},
  url = {https://sergeynikolenko.ru/papers/685}
}

2007

Journal article

Temporal Assessment by Means of an Event Bush

S.I. Nikolenko, C.A. Pshenichny

Geophysical Research Abstracts · pp. 497 · 2007

BibTeX
@article{nikolenko2007_717,
  author = {Nikolenko, Sergey I. and Pshenichny, Cyril A.},
  title = {{Temporal Assessment by Means of an Event Bush}},
  year = {2007},
  journal = {Geophysical Research Abstracts},
  pages = {497},
  url = {https://sergeynikolenko.ru/papers/717}
}
Journal article

Structure of Chevalley Groups: the Proof from the Book

M. Gavrilovich, S.I. Nikolenko, N.A. Vavilov

Journal of Mathematical Sciences · pp. 626–645 · 2007

BibTeX
@article{gavrilovich2007_707,
  author = {Gavrilovich, Mikhail and Nikolenko, Sergey I. and Vavilov, Nikolai A.},
  title = {{Structure of Chevalley Groups: the Proof from the Book}},
  year = {2007},
  journal = {Journal of Mathematical Sciences},
  pages = {626--645},
  doi = {10.1007/s10958-007-0003-y},
  url = {https://doi.org/10.1007/s10958-007-0003-y}
}

2006

BookIn Russian

Bayesian Networks: A Probabilistic Logic Approach

A.L. Tulupyev, S.I. Nikolenko, A.V. Sirotkin

St.-Petersburg, Nauka · 2006

BibTeX
@book{tulupyev2006_716,
  author = {Tulupyev, Alexander L. and Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{Bayesian Networks: A Probabilistic Logic Approach}},
  year = {2006},
  publisher = {St.-Petersburg, Nauka},
  url = {http://www.ozon.ru/context/detail/id/3040480/}
}
Journal articleIn Russian

A posteriori probability estimates with probabilistic evidence in intellectual informational systems with interval probabilities

A.L. Tulupyev, S.I. Nikolenko, A.V. Sirotkin

Priborostroenie · pp. 39–44 · 2006

BibTeX
@article{tulupyev2006_715,
  author = {Tulupyev, Alexander L. and Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{A posteriori probability estimates with probabilistic evidence in intellectual informational systems with interval probabilities}},
  year = {2006},
  journal = {Priborostroenie},
  pages = {39--44},
  url = {https://sergeynikolenko.ru/papers/715}
}
Journal articleIn Russian

A posteriori estimates of statement probabilities in intellectual informational systems: deterministic case

A.L. Tulupyev, S.I. Nikolenko, D.A. Nikitin, A.V. Sirotkin

Priborostroenie · pp. 35–39 · 2006

BibTeX
@article{tulupyev2006_714,
  author = {Tulupyev, Alexander L. and Nikolenko, Sergey I. and Nikitin, D. A. and Sirotkin, Alexander V.},
  title = {{A posteriori estimates of statement probabilities in intellectual informational systems: deterministic case}},
  year = {2006},
  journal = {Priborostroenie},
  pages = {35--39},
  url = {https://sergeynikolenko.ru/papers/714}
}
Journal articleIn Russian

Coordinated estimates of probabilities of statements in intellectual informational systems

A.L. Tulupyev, A.V. Sirotkin, S.I. Nikolenko

Priborostroenie · pp. 20–26 · 2006

BibTeX
@article{tulupyev2006_713,
  author = {Tulupyev, Alexander L. and Sirotkin, Alexander V. and Nikolenko, Sergey I.},
  title = {{Coordinated estimates of probabilities of statements in intellectual informational systems}},
  year = {2006},
  journal = {Priborostroenie},
  pages = {20--26},
  url = {https://sergeynikolenko.ru/papers/713}
}
Preprint

Chow ring structure made simple

S.I. Nikolenko, N. Semenov

arXiv · 2006

BibTeX
@misc{nikolenko2006_705,
  author = {Nikolenko, Sergey I. and Semenov, Nikita},
  title = {{Chow ring structure made simple}},
  year = {2006},
  eprint = {math/0606335},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/math/0606335}
}

2005

Conference paper

Directed Cycles in Bayesian Belief Networks: Probabilistic Semantics and Consistency Checking Complexity

A.L. Tulupyev, S.I. Nikolenko

Proceedings of the 4th Mexican International Conference on Artificial Intelligence · MICAI-2005 · pp. 214–223

BibTeX
@inproceedings{tulupyev2005_712,
  author = {Tulupyev, Alexander L. and Nikolenko, Sergey I.},
  title = {{Directed Cycles in Bayesian Belief Networks: Probabilistic Semantics and Consistency Checking Complexity}},
  year = {2005},
  booktitle = {Proceedings of the 4th Mexican International Conference on Artificial Intelligence},
  series = {Lecture Notes in Artificial Intelligence},
  pages = {214--223},
  doi = {10.1007/11579427_22},
  url = {https://doi.org/10.1007/11579427_22}
}
Conference paper

Simulating Cutting Planes proofs with restricted degree of falsity by Resolution

E.A. Hirsch, S.I. Nikolenko

Proceedings of SAT'05 · pp. 135–142 · Springer · 2005

BibTeX
@inproceedings{hirsch2005_608,
  author = {Hirsch, Edward A. and Nikolenko, Sergey I.},
  title = {{Simulating Cutting Planes proofs with restricted degree of falsity by Resolution}},
  year = {2005},
  booktitle = {Proceedings of SAT'05},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  pages = {135--142},
  doi = {10.1007/11499107_10},
  url = {https://doi.org/10.1007/11499107_10}
}

2004

Preprint

First report on the semialgebraic prover

S. Fedin, A. Kojevnikov, B. Konev, A.S. Kulikov, S.I. Nikolenko, V.P. Orevkov

Preprint · 2004

BibTeX
@misc{fedin2004_682,
  author = {Fedin, Sergey and Kojevnikov, Arist and Konev, Boris and Kulikov, Alexander S. and Nikolenko, Sergey I. and Orevkov, Vladimir P.},
  title = {{First report on the semialgebraic prover}},
  year = {2004},
  url = {https://sergeynikolenko.ru/papers/682}
}

2003

Journal article

Hard satisfiable instances for DPLL-type algorithms

S.I. Nikolenko

Journal of Mathematical Sciences · pp. 139–149 · 2003

BibTeX
@article{nikolenko2003_684,
  author = {Nikolenko, Sergey I.},
  title = {{Hard satisfiable instances for DPLL-type algorithms}},
  year = {2003},
  journal = {Journal of Mathematical Sciences},
  pages = {139--149},
  doi = {10.1007/s10958-005-0105-3},
  url = {https://doi.org/10.1007/s10958-005-0105-3}
}
Conference paper

Worst-case upper bounds for SAT: automated proof

S.I. Nikolenko, A.V. Sirotkin

Student Session Proceedings, 15th European Summer School in Logic, Language, and Information, Vienna, Austria · ESSLLI 2003 · pp. 225–232

BibTeX
@inproceedings{nikolenko2003_683,
  author = {Nikolenko, Sergey I. and Sirotkin, Alexander V.},
  title = {{Worst-case upper bounds for SAT: automated proof}},
  year = {2003},
  booktitle = {Student Session Proceedings, 15th European Summer School in Logic, Language, and Information, Vienna, Austria},
  pages = {225--232},
  url = {https://sergeynikolenko.ru/papers/683}
}