| 2025 | CloudCom | SurvGAN: Generative Survival Analysis for Predictive Maintenance in Cloud Data Centers. | Iulii Vasilev, Irina Filimonova, Mikhail Petrovskiy, Igor V. Mashechkin |
| 2022 | IJCNN | Bacterial colony detection method for microbiological photographic images. | Oleg Gorokhov, Ramazan Fazylov, Maria Kazachuk, Ivan Lazukhin, Igor V. Mashechkin, Liudmila L. Pankratyeva, Ivan Popov |
| 2022 | ICPRAM | Survival Analysis Algorithms based on Decision Trees with Weighted Log-rank Criteria. | Iulii Vasilev, Mikhail Petrovskiy, Igor V. Mashechkin |
| 2022 | ICPRAM | Adaptive Sampling for Weighted Log-Rank Survival Trees Boosting. | Iulii Vasilev, Mikhail Petrovskiy, Igor V. Mashechkin |
| 2021 | DASFAA | Continuous Keystroke Dynamics-Based User Authentication Using Modified Hausdorff Distance. | Maksim Zhuravskii, Maria Kazachuk, Mikhail Petrovskiy, Igor V. Mashechkin |
| 2018 | IDEAL | Novelty Detection Using Elliptical Fuzzy Clustering in a Reproducing Kernel Hilbert Space. | Maria Kazachuk, Mikhail Petrovskiy, Igor V. Mashechkin, Oleg Gorokhov |
| 2017 | IDEAL | Convolutional Neural Networks for Unsupervised Anomaly Detection in Text Data. | Oleg Gorokhov, Mikhail Petrovskiy, Igor V. Mashechkin |
| 2016 | IDEAL | One-Class Models for Continuous Authentication Based on Keystroke Dynamics. | Maria Kazachuk, Alexander Kovalchuk, Igor V. Mashechkin, Igor Orpanen, Mikhail Petrovskiy, Ivan Popov, Roman Zakliakov |
| 2014 | HIS | Hybrid method for active authentication using keystroke dynamics. | Vladislav Kaganov, Andrey Korolyov, Mikhail Krylov, Igor V. Mashechkin, Mikhail Petrovskiy |
| 2014 | HIS | Applying non-negative matrix factorization methods to discover user;s resource access patterns for computer security tasks. | Dmitry V. Tsarev, Roman Kurynin, Mikhail Petrovskiy, Igor V. Mashechkin |
| 2011 | HIS | Using NMF-based text summarization to improve supervised and unsupervised classification. | Dmitry V. Tsarev, Mikhail Petrovskiy, Igor V. Mashechkin |