Supervised compression of multivariate time series data. - Victor Eruhimov; Vladimir Martyanov; Peter Raulefs; Eugene Tuv (EUSIPCO, 2006)

Combining Unsupervised and Supervised Approaches to Feature Selection for Multivariate Signal Compression. - Victor Eruhimov; Vladimir Martyanov; Peter Raulefs; Eugene Tuv (IDEAL, 2006)

Change-point detection with supervised learning and feature selection. - Victor Eruhimov; Vladimir Martyanov; Eugene Tuv; George C. Runger (ICINCO-ICSO, 2007)

Constructing High Dimensional Feature Space for Time Series Classification. - Victor Eruhimov; Vladimir Martyanov; Eugene Tuv (PKDD, 2007)

Transferring Knowledge by Prior Feature Sampling. - Victor Eruhimov; Vladimir Martyanov; Aleksey Polovinkin (FSDM, 2008)

A time series forest for classification and feature extraction. - Houtao Deng; George C. Runger; Eugene Tuv; Vladimir Martyanov (Inf. Sci., 2013)

Exact Recursive Calculation of Circulant Permanents: A Band of Different Diagonals inside a Uniform Matrix. - Vitaly Kocharovsky; Vladimir Kocharovsky; Vladimir Martyanov; Sergey Tarasov (Entropy, 2021)