Alexander Tatarchuk

According to our database, Alexander Tatarchuk authored at least 13 papers between 2007 and 2021.

Collaborative distances:

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

2021

Differential Leave-One-Out Cross-Validation for Feature Selection in Generalized Linear Dependence Models.

Alexey Morozov, Brian Angulo, Vadim Mottl, Alexander Tatarchuk, Olga Krasotkina

Proceedings of the ITCC 2021: 3rd International Conference on Information Technology and Computer Communications, Guangzhou, China, June 23, 2021

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

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

Non-enumerative Cross Validation for the Determination of Structural Parameters in Feature-Selective SVMs.

Elena Chernousova, Pavel Levdik, Alexander Tatarchuk, Vadim Mottl, David Windridge

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

2012

Convex support and Relevance Vector Machines for selective multimodal pattern recognition.

Oleg Seredin, Vadim Mottl, Alexander Tatarchuk, Nikolay Razin, David Windridge

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2011

A Modified Neutral Point Method for Kernel-Based Fusion of Pattern-Recognition Modalities with Incomplete Data Sets.

Maxim Panov, Alexander Tatarchuk, Vadim Mottl, David Windridge

Proceedings of the Multiple Classifier Systems - 10th International Workshop, 2011

2010

Addressing missing values in kernel-based multimodal biometric fusion using neutral point substitution.

Norman Poh, David Windridge, Vadim Mottl, Alexander Tatarchuk, Andrey Eliseyev

IEEE Trans. Inf. Forensics Secur., 2010

A Support Kernel Machine for Supervised Selective Combining of Diverse Pattern-Recognition Modalities.

Alexander Tatarchuk, Eugene Urlov, Vadim Mottl, David Windridge

Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

2009

Handling Multimodal Information Fusion with Missing Observations Using the Neutral Point Substitution Method.

David Windridge, Norman Poh, Vadim Mottl, Alexander Tatarchuk, Andrey Eliseyev

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

2008

Selectivity supervision in combining pattern-recognition modalities by feature- and kernel-selective support vector machines.

Alexander Tatarchuk, Vadim Mottl, Andrey Eliseyev, David Windridge

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

2007

The Neutral Point Method for Kernel-Based Combination of Disjoint Training Data in Multi-modal Pattern Recognition.

David Windridge, Vadim Mottl, Alexander Tatarchuk, Andrey Eliseyev

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