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Current position
Chief Research Officer, Neuromation Head of AI Lab, PDMI RAS
Education
- Steklov Mathematical Institute
Ph.D.
2000 - 2005 - St. Petersburg State University
Master Degree
2009 - Pskov Polytechnical Institute
Bachelor Degree
1999 - 2000
Selected publications
- K. Kogan, A. Lòpez-Ortiz, S.I. Nikolenko, A.V. Sirotkin. Online Scheduling FIFO Policies with Admission and Push-Out.
Theory of Computing Systems
vol. 58, no. 2, 2016, pp. 322-344 - D. Ignatov, S.I. Nikolenko, T. Abaev, J. Poelmans. Online Recommender System for Radio Station Hosting Based on Information Fusion and Adaptive Tag-Aware Profiling.
Expert Systems with Applications
vol. 55, pp. 546–558, 2016 - P. Chuprikov, S.I. Nikolenko, K. Kogan, A.P. Davydow. Priority Queueing for Packets with Two Characteristics
IEEE Transactions on Networking, vol. 26, no. 1, pp. 342–355
2018 - K. Kogan, D. Menikkumbura, G. Petri, Y. Noh, S.I. Nikolenko, P. Eugster. BASEL (Buffering Architecture SpEcification Language).
Proc. 12th ACM/IEEE Symposium on Architectures for Networking and Communications Systems (ANCS 2016)
2016 - S.I. Nikolenko, K. Kogan, G. Retvari, E.R. Berczi-Kovacs, A. Shalimov. How to Represent IPv6 Forwarding Tables on IPv4 or MPLS Dataplanes.
Proc. 2016 IEEE Conference on Computer Communications Workshop GI 2016: 9th IEEE Global Internet Symposium (IEEE GI 2016)
2016 - K. Kogan, S.I. Nikolenko, O. Rottenstreich, W. Culhane, P. Eugster. Exploiting Order Independence for Scalable and Expressive Packet Classification.
IEEE Transactions on Networking, published online ahead of print
2015 - S.I. Nikolenko, O. Koltsova, S. Koltsov. Topic Modelling for Qualitative Studies.
Published online ahead of print, Journal of Information Science
2015 - P. Eugster, K. Kogan, S.I. Nikolenko, A.V. Sirotkin. Heterogeneous Packet Processing in Shared Memory Buffers
Published online ahead of print, Journal of Parallel and Distributed Computing
2017 - S.I. Nikolenko. Topic Quality Metrics Based on Distributed Word Representations.
Proc. 39th International ACM SIGIR Conference on Research and Development in Information Retrieval ( SIGIR 2016)
2016, pp. 1029–1032 - 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. FDR-controlled metabolite annotation for high-resolution imaging mass spectrometry
Nature Methods
vol. 14, 2017, pp. 57–60 - K. Kogan, A. Lòpez-Ortiz, S.I. Nikolenko, G. Scalosub, M. Segal. Large profits or fast gains: A dilemma in maximizing throughput with applications to network processors.
Journal of Network and Computer Applications
vol. 74, 2016, pp. 31–43 - K. Kogan, S.I. Nikolenko, O. Rottenstreich, W. Culhane, P. Eugster. Exploiting Order Independence for Scalable and Expressive Packet Classification.
IEEE Transactions on Networking
vol. 24, no. 2, 2016, pp. 1251–1264 - A. Kadurin, S.I. Nikolenko, K. Khrabrov, A. Aliper, A. Zhavoronkov. druGAN: An Advanced Generative Adversarial Autoencoder Model for de Novo Generation of New Molecules with Desired Molecular Properties in Silico
Molecular Pharmaceutics
vol. 14, no. 9, 2017, pp. 3098–3104 - K. Kogan, S.I. Nikolenko, P. Eugster, A. Shalimov, O. Rottenstreich. Efficient FIB Representations on Distributed Platforms
IEEE Transactions on Networking
vol. 25, no. 6, 2017, pp. 3309–3322