Enterprise Anti-Spam Solution Based on Machine Learning Approach. - Igor V. Mashechkin; Mikhail Petrovskiy; Andrey Rozinkin (ICEIS (2), 2005)

Using NMF-based text summarization to improve supervised and unsupervised classification. - Dmitry V. Tsarev; Mikhail Petrovskiy; Igor V. Mashechkin (HIS, 2011)

Automatic text summarization using latent semantic analysis. - Igor V. Mashechkin; Mikhail Petrovskiy; D. S. Popov; Dmitry V. Tsarev (Program. Comput. Softw., 2011)

Hybrid method for active authentication using keystroke dynamics. - Vladislav Kaganov; Andrey Korolyov; Mikhail Krylov; Igor V. Mashechkin; Mikhail Petrovskiy (HIS, 2014)

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 (HIS, 2014)

Applying text mining methods for data loss prevention. - Igor V. Mashechkin; Mikhail Petrovskiy; D. S. Popov; Dmitry V. Tsarev (Program. Comput. Softw., 2015)

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 (IDEAL, 2016)

Convolutional Neural Networks for Unsupervised Anomaly Detection in Text Data. - Oleg Gorokhov; Mikhail Petrovskiy; Igor V. Mashechkin (IDEAL, 2017)

Novelty Detection Using Elliptical Fuzzy Clustering in a Reproducing Kernel Hilbert Space. - Maria Kazachuk; Mikhail Petrovskiy; Igor V. Mashechkin; Oleg Gorokhov (IDEAL (2), 2018)

Applying Time Series for Background User Identification Based on Their Text Data Analysis. - Victor Yurievich Korolev; Alexander Yu. Korchagin; Igor V. Mashechkin; M. I. Petrovskii; Dmitry V. Tsarev (Program. Comput. Softw., 2018)

Machine Learning Methods for Detecting and Monitoring Extremist Information on the Internet. - Igor V. Mashechkin; Mikhail Petrovskiy; Dmitry V. Tsarev; Maxim N. Chikunov (Program. Comput. Softw., 2019)

Continuous Keystroke Dynamics-Based User Authentication Using Modified Hausdorff Distance. - Maksim Zhuravskii; Maria Kazachuk; Mikhail Petrovskiy; Igor V. Mashechkin (DASFAA (Workshops), 2021)

Survival Analysis Algorithms based on Decision Trees with Weighted Log-rank Criteria. - Iulii Vasilev; Mikhail Petrovskiy; Igor V. Mashechkin (ICPRAM, 2022)

Adaptive Sampling for Weighted Log-Rank Survival Trees Boosting. - Iulii Vasilev; Mikhail Petrovskiy; Igor V. Mashechkin (ICPRAM (Revised Selected Papers), 2022)

Bacterial colony detection method for microbiological photographic images. - Oleg Gorokhov; Ramazan Fazylov; Maria Kazachuk; Ivan Lazukhin; Igor V. Mashechkin; Liudmila L. Pankratyeva; Ivan Popov (IJCNN, 2022)

Predicting COVID-19-Induced Lung Damage Based on Machine Learning Methods. - Iulii Vasilev; Mikhail Petrovskiy; Igor V. Mashechkin; Liudmila L. Pankratyeva (Program. Comput. Softw., 2022)

Informative right censoring in nonparametric survival models. - Iulii Vasilev; Mikhail Petrovskiy; Igor V. Mashechkin (Comput. Stat., 2025)