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 | 2012 | |
|---|---|---|
| c25 |      | Oleg Seredin, Vadim Mottl, Alexander Tatarchuk, Nikolay Razin, David Windridge: Convex support and Relevance Vector Machines for selective multimodal pattern recognition. ICPR 2012: 1647-1650 |
| c24 | | Pavel A. Turkov, Olga Krasotkina, Vadim Mottl: The Bayesian logistic regression in pattern recognition problems under concept drift. ICPR 2012: 2976-2979 |
| c23 | | Pavel A. Turkov, Olga Krasotkina, Vadim Mottl: Bayesian Approach to the Concept Drift in the Pattern Recognition Problems. MLDM 2012: 1-10 |
| c22 | | Nikolay Razin, Dmitry Sungurov, Vadim Mottl, Ivan 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: 153-165 |
| 2011 | ||
| c21 | | Maxim Panov, Alexander Tatarchuk, Vadim Mottl, David Windridge: A Modified Neutral Point Method for Kernel-Based Fusion of Pattern-Recognition Modalities with Incomplete Data Sets. MCS 2011: 126-136 |
| c20 | | Olga Krasotkina, Vadim Mottl, Pavel A. Turkov: Bayesian Approach to the Pattern Recognition Problem in Nonstationary Environment. PReMI 2011: 24-29 |
| 2010 | ||
| j2 | | Norman Poh, David Windridge, Vadim Mottl, Alexander Tatarchuk, Andrey Eliseyev: Addressing missing values in kernel-based multimodal biometric fusion using neutral point substitution. IEEE Transactions on Information Forensics and Security 5(3): 461-469 (2010) |
| c19 | | Andrey Kopylov, Olga Krasotkina, Oleksandr Pryimak, Vadim Mottl: A Signal Processing Algorithm Based on Parametric Dynamic Programming. ICISP 2010: 280-286 |
| c18 | | Alexander Tatarchuk, Eugene Urlov, Vadim Mottl, David Windridge: A Support Kernel Machine for Supervised Selective Combining of Diverse Pattern-Recognition Modalities. MCS 2010: 165-174 |
| c17 | | 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: 171-182 |
| 2009 | ||
| j1 | | Oleg Seredin, Andrey Kopylov, Vadim Mottl: Selection of Subsets of Ordered Features in Machine Learning. Trans. MLDM 2(2): 65-79 (2009) |
| c16 | | Valentina Sulimova, Vadim Mottl, Boris 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: 284-296 |
| c15 | | David Windridge, Norman Poh, Vadim Mottl, Alexander Tatarchuk, Andrey Eliseyev: Handling Multimodal Information Fusion with Missing Observations Using the Neutral Point Substitution Method. MCS 2009: 161-170 |
| c14 | | 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: 324-334 |
| c13 | | Oleg Seredin, Andrey Kopylov, Vadim Mottl: Selection of Subsets of Ordered Features in Machine Learning. MLDM 2009: 16-28 |
| 2008 | ||
| c12 | | |
| c11 | | Vadim Mottl, Mikhail Lange, Valentina Sulimova, Alexey Yermakov: Signature verification based on fusion of on-line and off-line kernels. ICPR 2008: 1-4 |
| c10 | | Alexander Tatarchuk, Vadim Mottl, Andrey Eliseyev, David Windridge: Selectivity supervision in combining pattern-recognition modalities by feature- and kernel-selective support vector machines. ICPR 2008: 1-4 |
| 2007 | ||
| c9 | | Vadim Mottl, Alexander Tatarchuk, Valentina Sulimova, Olga Krasotkina, Oleg Seredin: Combining Pattern Recognition Modalities at the Sensor Level Via Kernel Fusion. MCS 2007: 1-12 |
| c8 | | David Windridge, Vadim Mottl, Alexander Tatarchuk, Andrey Eliseyev: The Neutral Point Method for Kernel-Based Combination of Disjoint Training Data in Multi-modal Pattern Recognition. MCS 2007: 13-21 |
| 2005 | ||
| c7 | | Vadim Mottl, Olga Krasotkina, Oleg Seredin, Ilya B. Muchnik: Principles of Multi-kernel Data Mining. MLDM 2005: 52-61 |
| 2004 | ||
| c6 | | Vadim Mottl, Sergey Dvoenko, Andrey Kopylov: Pattern Recognition in Interrelated Data: The Problem, Fundamental Assumptions, Recognition Algorithms. ICPR (1) 2004: 188-191 |
| 2002 | ||
| c5 | | Vadim Mottl, Oleg Seredin, Sergey Dvoenko, Casimir A. Kulikowski, Ilya B. Muchnik: Featureless Pattern Recognition in an Imaginary Hilbert Space. ICPR (2) 2002: 88-91 |
| c4 | | Vadim Mottl, Alexey Kostin, Josef Kittler: Support Object Classifiers with Rigid and Elastic Kernel Functions for Face Identification. ICPR (4) 2002: 205-208 |
| c3 | | Vadim Mottl, Andrey Kopylov, Alexey Kostin, Alexey Yermakov, Josef Kittler: Elastic Transformation of the Image Pixel Grid for Similarity Based Face Identification. ICPR (3) 2002: 549-552 |
| 2001 | ||
| c2 | | Vadim Mottl, Sergey Dvoenko, Oleg Seredin, Casimir A. Kulikowski, Ilya B. Muchnik: Featureless Pattern Recognition in an Imaginary Hilbert Space and Its Application to Protein Fold Classification. MLDM 2001: 322-336 |
| 2000 | ||
| c1 | | Vadim Mottl, Sergey Dvoenko, Vladimir Levyant, Ilya B. Muchnik: Pattern Recognition in Spatial Data: A New Method of Seismic Explorations for Oil and Gas in Crystalline Basement Rocks. ICPR 2000: 2315-2318 |
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