Combining Pattern Recognition Modalities at the Sensor Level Via Kernel Fusion. - Vadim Mottl; Alexander Tatarchuk; Valentina Sulimova; Olga Krasotkina; Oleg Seredin (MCS, 2007)

Signature verification based on fusion of on-line and off-line kernels. - Vadim Mottl; Mikhail Lange; Valentina Sulimova; Alexey Yermakov (ICPR, 2008)

A Class of Evolution-Based Kernels for Protein Homology Analysis: A Generalization of the PAM Model. - Valentina Sulimova; Vadim Mottl; Boris G. Mirkin; Ilya B. Muchnik; Casimir A. Kulikowski (ISBRA, 2009)

Supervised Selective Combining Pattern Recognition Modalities and Its Application to Signature Verification by Fusing On-Line and Off-Line Kernels. - Alexander Tatarchuk; Valentina Sulimova; David Windridge; Vadim Mottl; Mikhail Lange (MCS, 2009)

A Maximum-Likelihood Formulation and EM Algorithm for the Protein Multiple Alignment Problem. - Valentina Sulimova; Nikolay Razin; Vadim Mottl; Ilya B. Muchnik; Casimir A. Kulikowski (PRIB, 2010)

Application of the Multi-modal Relevance Vector Machine to the Problem of Protein Secondary Structure Prediction. - Nikolay Razin; Dmitry Sungurov; Vadim Mottl; Ivan Yu. Torshin; Valentina Sulimova; Oleg Seredin; David Windridge (PRIB, 2012)

Finding the Largest Hypercavity in a Linear Data Space. - Anna Gubareva; Valentina Sulimova; Oleg Seredin; Aleksandr Larin; Vadim Mottl (ICPR, 2014)

An Automatic Matching Procedure of Ultrasonic Railway Defectograms. - Anton Malenichev; Valentina Sulimova; Olga Krasotkina; Vadim Mottl; Anatoly Markov (MLDM, 2014)

Supervised Selective Kernel Fusion for Membrane Protein Prediction. - Alexander Tatarchuk; Valentina Sulimova; Ivan Yu. Torshin; Vadim Mottl; David Windridge (PRIB, 2014)

Recognition of Herpes Viruses on the Basis of a New Metric for Protein Sequences. - Valentina Sulimova; Oleg Seredin; Vadim Mottl (IDP, 2016)

Potential Functions for Signals and Symbolic Sequences. - Valentina Sulimova; Vadim Mottl (Braverman Readings in Machine Learning, 2017)

Automatic Rail Flaw Localization and Recognition by Featureless Ultrasound Signal Analysis. - Valentina Sulimova; Alexander Zhukov; Olga Krasotkina; Vadim Mottl; Anatoly Markov (MLDM (1), 2018)

Linear complexity algorithms for high dimensional SVM and regression problems with smart sparse regularization. - Vadim Mottl; Olga Krasotkina; Valentina Sulimova; Alexey Morozov; Ilya Pugach; Alexander Tatarchuk (MLDM (1), 2019)

Sparse Multimodal Classification of EEG Signals from Rapid Serial Visual Presentation of Diagnostic Images. - Valentina Sulimova; Sergey Bukhonov; Olga Krasotkina; Vadim Mottl; Annette Sterr; Kevin Wells; David Windridge (MLDM (1), 2019)

High-Performance Solution of the Two-Class SVM Problem for Big Data Sets by the Mean Decision Rule Method. - Mikhail Kurbakov; Alexandra Makarova; Valentina Sulimova (RuSCDays, 2019)

Mean Decision Rules Method with Smart Sampling for Fast Large-Scale Binary SVM Classification. - Alexandra Makarova; Mikhail Kurbakov; Valentina Sulimova (ICPR, 2020)