Valentina Sulimova

According to our database, Valentina Sulimova authored at least 16 papers between 2007 and 2020.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2020

Mean Decision Rules Method with Smart Sampling for Fast Large-Scale Binary SVM Classification.

Alexandra Makarova, Mikhail Kurbakov, Valentina Sulimova

Proceedings of the 25th International Conference on Pattern Recognition, 2020

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

Proceedings of the Supercomputing, 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

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

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

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2019

2018

Automatic Rail Flaw Localization and Recognition by Featureless Ultrasound Signal Analysis.

Valentina Sulimova, Alexander Zhukov, Olga Krasotkina, Vadim Mottl, Anatoly Markov

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2018

2017

Potential Functions for Signals and Symbolic Sequences.

Valentina Sulimova, Vadim Mottl

Proceedings of the Braverman Readings in Machine Learning. Key Ideas from Inception to Current State, 2017

2016

Recognition of Herpes Viruses on the Basis of a New Metric for Protein Sequences.

Valentina Sulimova, Oleg Seredin, Vadim Mottl

Proceedings of the Intelligent Data Processing, 11th International Conference, 2016

2014

Supervised Selective Kernel Fusion for Membrane Protein Prediction.

Alexander Tatarchuk, Valentina Sulimova, Ivan Yu. Torshin, Vadim Mottl, David Windridge

Proceedings of the Pattern Recognition in Bioinformatics, 2014

An Automatic Matching Procedure of Ultrasonic Railway Defectograms.

Anton Malenichev, Valentina Sulimova, Olga Krasotkina, Vadim Mottl, Anatoly Markov

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2014

Finding the Largest Hypercavity in a Linear Data Space.

Anna Gubareva, Valentina Sulimova, Oleg Seredin, Aleksandr Larin, Vadim Mottl

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

2012

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

Proceedings of the Pattern Recognition in Bioinformatics, 2012

2010

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

Proceedings of the Pattern Recognition in Bioinformatics, 2010

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

Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

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

Proceedings of the Bioinformatics Research and Applications, 5th International Symposium, 2009

2008

Signature verification based on fusion of on-line and off-line kernels.

Vadim Mottl, Mikhail Lange, Valentina Sulimova, Alexey Yermakov

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007

Combining Pattern Recognition Modalities at the Sensor Level Via Kernel Fusion.

Vadim Mottl, Alexander Tatarchuk, Valentina Sulimova, Olga Krasotkina, Oleg Seredin

Proceedings of the Multiple Classifier Systems, 7th International Workshop, 2007