Model selection for anomaly detection. - Evgeny Burnaev; Pavel Erofeev; Dmitry Smolyakov (ICMV, 2015)

One-Class SVM with Privileged Information and Its Application to Malware Detection. - Evgeny Burnaev; Dmitry Smolyakov (ICDM Workshops, 2016)

Anomaly Pattern Recognition with Privileged Information for Sensor Fault Detection. - Dmitry Smolyakov; Nadezda Sviridenko; Evgeny Burikov; Evgeny Burnaev (ANNPR, 2018)

Meta-learning for resampling recommendation systems. - Dmitry Smolyakov; Alexander Korotin; Pavel Erofeev; Artem Papanov; Evgeny Burnaev (ICMV, 2018)

Learning Ensembles of Anomaly Detectors on Synthetic Data. - Dmitry Smolyakov; Nadezda Sviridenko; Vladislav Ishimtsev; Evgeny Burikov; Evgeny Burnaev (ISNN (2), 2019)

Sequential Minimal Optimization Algorithm for One-Class Support Vector Machines With Privileged Information. - Andrey Lange; Dmitry Smolyakov; Evgeny Burnaev (IEEE Access, 2023)