Valentina Sulimova

Publication Activity (10 Years)

Years Active: 2007-2020
Publications (10 Years): 7

Top Topics

Svm Classification

Relevance Vector Machine

Matching Procedure

Potential Functions

Top Venues

Publications

Alexandra Makarova, Mikhail Kurbakov, Valentina Sulimova
Mean Decision Rules Method with Smart Sampling for Fast Large-Scale Binary SVM Classification. ICPR (2020)
Vadim Mottl, Olga Krasotkina, Valentina Sulimova, Alexey Morozov, Ilya Pugach, Alexander Tatarchuk
Linear complexity algorithms for high dimensional SVM and regression problems with smart sparse regularization. MLDM (1) (2019)
Valentina Sulimova, Sergey Bukhonov, Olga Krasotkina, Vadim Mottl, Annette Sterr, Kevin Wells, David Windridge
Sparse Multimodal Classification of EEG Signals from Rapid Serial Visual Presentation of Diagnostic Images. MLDM (1) (2019)
Mikhail Kurbakov, Alexandra Makarova, Valentina Sulimova
High-Performance Solution of the Two-Class SVM Problem for Big Data Sets by the Mean Decision Rule Method. RuSCDays (2019)
Valentina Sulimova, Alexander Zhukov, Olga Krasotkina, Vadim Mottl, Anatoly Markov
Automatic Rail Flaw Localization and Recognition by Featureless Ultrasound Signal Analysis. MLDM (1) (2018)
Valentina Sulimova, Vadim Mottl
Potential Functions for Signals and Symbolic Sequences. Braverman Readings in Machine Learning (2017)
Valentina Sulimova, Oleg Seredin, Vadim Mottl
Recognition of Herpes Viruses on the Basis of a New Metric for Protein Sequences. IDP (2016)
Alexander Tatarchuk, Valentina Sulimova, Ivan Yu. Torshin, Vadim Mottl, David Windridge
Supervised Selective Kernel Fusion for Membrane Protein Prediction. PRIB (2014)
Anna Gubareva, Valentina Sulimova, Oleg Seredin, Aleksandr Larin, Vadim Mottl
Finding the Largest Hypercavity in a Linear Data Space. ICPR (2014)
Anton Malenichev, Valentina Sulimova, Olga Krasotkina, Vadim Mottl, Anatoly Markov
An Automatic Matching Procedure of Ultrasonic Railway Defectograms. MLDM (2014)
Nikolay Razin, Dmitry Sungurov, Vadim Mottl, Ivan Yu. Torshin, Valentina Sulimova, Oleg Seredin, David Windridge
Application of the Multi-modal Relevance Vector Machine to the Problem of Protein Secondary Structure Prediction. PRIB (2012)
Valentina Sulimova, Nikolay Razin, Vadim Mottl, Ilya B. Muchnik, Casimir A. Kulikowski
A Maximum-Likelihood Formulation and EM Algorithm for the Protein Multiple Alignment Problem. PRIB (2010)
Alexander Tatarchuk, Valentina Sulimova, David Windridge, Vadim Mottl, Mikhail Lange
Supervised Selective Combining Pattern Recognition Modalities and Its Application to Signature Verification by Fusing On-Line and Off-Line Kernels. MCS (2009)
Valentina Sulimova, Vadim Mottl, Boris G. Mirkin, Ilya B. Muchnik, Casimir A. Kulikowski
A Class of Evolution-Based Kernels for Protein Homology Analysis: A Generalization of the PAM Model. ISBRA (2009)
Vadim Mottl, Mikhail Lange, Valentina Sulimova, Alexey Yermakov
Signature verification based on fusion of on-line and off-line kernels. ICPR (2008)
Vadim Mottl, Alexander Tatarchuk, Valentina Sulimova, Olga Krasotkina, Oleg Seredin
Combining Pattern Recognition Modalities at the Sensor Level Via Kernel Fusion. MCS (2007)