SPAdes: a new genome assembly algorithm and its applications to single-cell sequencing A Bankevich, S Nurk, D Antipov, AA Gurevich, M Dvorkin, AS Kulikov, ... Journal of computational biology 19 (5), 455-477, 2012 | 22275 | 2012 |
Глубокое обучение С Николенко, А Кадурин, Е Архангельская " Издательский дом"" Питер""", 2017 | 1123 | 2017 |
druGAN: an advanced generative adversarial autoencoder model for de novo generation of new molecules with desired molecular properties in silico A Kadurin, S Nikolenko, K Khrabrov, A Aliper, A Zhavoronkov Molecular pharmaceutics 14 (9), 3098-3104, 2017 | 522 | 2017 |
Molecular sets (MOSES): a benchmarking platform for molecular generation models D Polykovskiy, A Zhebrak, B Sanchez-Lengeling, S Golovanov, O Tatanov, ... Frontiers in pharmacology 11, 565644, 2020 | 516 | 2020 |
Synthetic data for deep learning SI Nikolenko Springer Nature, 2021 | 483 | 2021 |
BayesHammer: Bayesian clustering for error correction in single-cell sequencing SI Nikolenko, AI Korobeynikov, MA Alekseyev BMC genomics 14 (Suppl 1), S7, 2013 | 483 | 2013 |
Байесовские сети: логико-вероятностный подход АЛ Тулупьев, СИ Николенко, АВ Сироткин Наука, 2006 | 483* | 2006 |
FDR-controlled metabolite annotation for high-resolution imaging mass spectrometry A Palmer, P Phapale, I Chernyavsky, R Lavigne, D Fay, A Tarasov, ... Nature methods 14 (1), 57-60, 2017 | 379 | 2017 |
Topic modelling for qualitative studies SI Nikolenko, S Koltcov, O Koltsova Journal of Information Science 43 (1), 88-102, 2017 | 362 | 2017 |
Tooth detection and numbering in panoramic radiographs using convolutional neural networks DV Tuzoff, LN Tuzova, MM Bornstein, AS Krasnov, MA Kharchenko, ... Dentomaxillofacial Radiology 48 (4), 20180051, 2019 | 360 | 2019 |
Байесовские сети доверия: логико-вероятностный вывод в ациклических направленных графах АЛ Тулупьев, АВ Сироткин, СИ Николенко Изд-во Петербургского университета, 2009 | 190* | 2009 |
Recvae: A new variational autoencoder for top-n recommendations with implicit feedback I Shenbin, A Alekseev, E Tutubalina, V Malykh, SI Nikolenko Proceedings of the 13th international conference on web search and data …, 2020 | 186 | 2020 |
Deep learning S Nikolenko, A Kadurin, E Arkhangelskaya SPb.: Peter, 2018 | 142 | 2018 |
Самообучающиеся системы СИ Николенко, АЛ Тулупьев М.: МНЦМО, 2009 | 129* | 2009 |
Land cover classification from satellite imagery with u-net and lovász-softmax loss A Rakhlin, A Davydow, S Nikolenko Proceedings of the IEEE conference on computer vision and pattern …, 2018 | 128 | 2018 |
3D molecular representations based on the wave transform for convolutional neural networks D Kuzminykh, D Polykovskiy, A Kadurin, A Zhebrak, I Baskov, S Nikolenko, ... Molecular pharmaceutics 15 (10), 4378-4385, 2018 | 119 | 2018 |
High-resolution daytime translation without domain labels I Anokhin, P Solovev, D Korzhenkov, A Kharlamov, T Khakhulin, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 104 | 2020 |
SAX-PAC (scalable and expressive packet classification) K Kogan, S Nikolenko, O Rottenstreich, W Culhane, P Eugster Proceedings of the 2014 ACM Conference on SIGCOMM, 15-26, 2014 | 102 | 2014 |
Latent dirichlet allocation: stability and applications to studies of user-generated content S Koltcov, O Koltsova, S Nikolenko Proceedings of the 2014 ACM conference on Web science, 161-165, 2014 | 102 | 2014 |
Large-scale transfer learning for natural language generation S Golovanov, R Kurbanov, S Nikolenko, K Truskovskyi, A Tselousov, ... Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 101 | 2019 |