Alexander Tatarchuk

13 papers B 3Journal 1Unranked 9
YearRankTypeTitle / Venue / Authors
2021 — conf
Differential Leave-One-Out Cross-Validation for Feature Selection in Generalized Linear Dependence Models.
ITCC
Alexey Morozov, Brian Angulo, Vadim Mottl, Alexander Tatarchuk, Olga Krasotkina
2019 — conf
Linear complexity algorithms for high dimensional SVM and regression problems with smart sparse regularization.
MLDM (1)
Vadim Mottl, Olga Krasotkina, Valentina Sulimova, Alexey Morozov, Ilya Pugach, Alexander Tatarchuk
2014 B conf
Non-enumerative Cross Validation for the Determination of Structural Parameters in Feature-Selective SVMs.
ICPR
Elena Chernousova, Pavel Levdik, Alexander Tatarchuk, Vadim Mottl, David Windridge
2014 — conf
Supervised Selective Kernel Fusion for Membrane Protein Prediction.
PRIB
Alexander Tatarchuk, Valentina Sulimova, Ivan Yu. Torshin, Vadim Mottl, David Windridge
2012 B conf
Convex support and Relevance Vector Machines for selective multimodal pattern recognition.
ICPR
Oleg Seredin, Vadim Mottl, Alexander Tatarchuk, Nikolay Razin, David Windridge
2011 — conf
A Modified Neutral Point Method for Kernel-Based Fusion of Pattern-Recognition Modalities with Incomplete Data Sets.
MCS
Maxim Panov, Alexander Tatarchuk, Vadim Mottl, David Windridge
2010 — conf
A Support Kernel Machine for Supervised Selective Combining of Diverse Pattern-Recognition Modalities.
MCS
Alexander Tatarchuk, Eugene Urlov, Vadim Mottl, David Windridge
2010 J jnl
Addressing missing values in kernel-based multimodal biometric fusion using neutral point substitution.
IEEE Trans. Inf. Forensics Secur.
Norman Poh, David Windridge, Vadim Mottl, Alexander Tatarchuk, Andrey Eliseyev
2009 — conf
Handling Multimodal Information Fusion with Missing Observations Using the Neutral Point Substitution Method.
MCS
David Windridge, Norman Poh, Vadim Mottl, Alexander Tatarchuk, Andrey Eliseyev
2009 — conf
Supervised Selective Combining Pattern Recognition Modalities and Its Application to Signature Verification by Fusing On-Line and Off-Line Kernels.
MCS
Alexander Tatarchuk, Valentina Sulimova, David Windridge, Vadim Mottl, Mikhail Lange
2008 B conf
Selectivity supervision in combining pattern-recognition modalities by feature- and kernel-selective support vector machines.
ICPR
Alexander Tatarchuk, Vadim Mottl, Andrey Eliseyev, David Windridge
2007 — conf
Combining Pattern Recognition Modalities at the Sensor Level Via Kernel Fusion.
MCS
Vadim Mottl, Alexander Tatarchuk, Valentina Sulimova, Olga Krasotkina, Oleg Seredin
2007 — conf
The Neutral Point Method for Kernel-Based Combination of Disjoint Training Data in Multi-modal Pattern Recognition.
MCS
David Windridge, Vadim Mottl, Alexander Tatarchuk, Andrey Eliseyev