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ORCIDBibTeX records: Vadim Mottl
@inproceedings{DBLP:conf/itcc2/MorozovAMTK21,
author = {Alexey Morozov and
Brian Angulo and
Vadim Mottl and
Alexander Tatarchuk and
Olga Krasotkina},
title = {Differential Leave-One-Out Cross-Validation for Feature Selection
in Generalized Linear Dependence Models},
booktitle = {{ITCC} 2021: 3rd International Conference on Information Technology
and Computer Communications, Guangzhou, China, June 23 - 25, 2021},
pages = {47--56},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3473465.3473474},
doi = {10.1145/3473465.3473474},
timestamp = {Thu, 21 Sep 2023 10:06:18 +0200},
biburl = {https://dblp.org/rec/conf/itcc2/MorozovAMTK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/SulimovaBKMSWW19,
author = {Valentina Sulimova and
Sergey Bukhonov and
Olga Krasotkina and
Vadim Mottl and
Annette Sterr and
Kevin Wells and
David Windridge},
editor = {Petra Perner},
title = {Sparse Multimodal Classification of {EEG} Signals from Rapid Serial
Visual Presentation of Diagnostic Images},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 15th International
Conference on Machine Learning and Data Mining, {MLDM} 2019, New York,
NY, USA, July 20-25, 2019, Proceedings, Volume {I}},
pages = {355--366},
publisher = {ibai Publishing},
year = {2019},
timestamp = {Sat, 21 Aug 2021 13:54:13 +0200},
biburl = {https://dblp.org/rec/conf/mldm/SulimovaBKMSWW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/MottlKSMPT19,
author = {Vadim Mottl and
Olga Krasotkina and
Valentina Sulimova and
Alexey Morozov and
Ilya Pugach and
Alexander Tatarchuk},
editor = {Petra Perner},
title = {Linear complexity algorithms for high dimensional {SVM} and regression
problems with smart sparse regularization},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 15th International
Conference on Machine Learning and Data Mining, {MLDM} 2019, New York,
NY, USA, July 20-25, 2019, Proceedings, Volume {I}},
pages = {412--430},
publisher = {ibai Publishing},
year = {2019},
timestamp = {Mon, 16 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mldm/MottlKSMPT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/SulimovaZKMM18,
author = {Valentina Sulimova and
Alexander Zhukov and
Olga Krasotkina and
Vadim Mottl and
Anatoly Markov},
editor = {Petra Perner},
title = {Automatic Rail Flaw Localization and Recognition by Featureless Ultrasound
Signal Analysis},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 14th International
Conference, {MLDM} 2018, New York, NY, USA, July 15-19, 2018, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10934},
pages = {16--27},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-96136-1\_2},
doi = {10.1007/978-3-319-96136-1\_2},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/SulimovaZKMM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/KrasotkinaMMPBM18,
author = {Olga Krasotkina and
Michael Markov and
Vadim Mottl and
Ilya Pugach and
Dmitry Babichev and
Alexey Morozov},
editor = {Petra Perner},
title = {Constrained Regularized Regression Model Search in Large Sets of Regressors},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 14th International
Conference, {MLDM} 2018, New York, NY, USA, July 15-19, 2018, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10935},
pages = {394--408},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-96133-0\_30},
doi = {10.1007/978-3-319-96133-0\_30},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/KrasotkinaMMPBM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/SulimovaM17,
author = {Valentina Sulimova and
Vadim Mottl},
editor = {Lev I. Rozonoer and
Boris G. Mirkin and
Ilya Muchnik},
title = {Potential Functions for Signals and Symbolic Sequences},
booktitle = {Braverman Readings in Machine Learning. Key Ideas from Inception to
Current State - International Conference Commemorating the 40th Anniversary
of Emmanuil Braverman's Decease, Boston, MA, USA, April 28-30, 2017,
Invited Talks},
series = {Lecture Notes in Computer Science},
volume = {11100},
pages = {3--31},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-99492-5\_1},
doi = {10.1007/978-3-319-99492-5\_1},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/birthday/SulimovaM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/birthday/MottlSK17,
author = {Vadim Mottl and
Oleg Seredin and
Olga Krasotkina},
editor = {Lev I. Rozonoer and
Boris G. Mirkin and
Ilya Muchnik},
title = {Compactness Hypothesis, Potential Functions, and Rectifying Linear
Space in Machine Learning},
booktitle = {Braverman Readings in Machine Learning. Key Ideas from Inception to
Current State - International Conference Commemorating the 40th Anniversary
of Emmanuil Braverman's Decease, Boston, MA, USA, April 28-30, 2017,
Invited Talks},
series = {Lecture Notes in Computer Science},
volume = {11100},
pages = {52--102},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-99492-5\_3},
doi = {10.1007/978-3-319-99492-5\_3},
timestamp = {Thu, 30 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/birthday/MottlSK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/KrasotkinaMMCM17,
author = {Olga Krasotkina and
Vadim Mottl and
Michael Markov and
Elena Chernousova and
Dmitry Malakhov},
editor = {Petra Perner},
title = {Methods of Hyperparameter Estimation in Time-Varying Regression Models
with Application to Dynamic Style Analysis of Investment Portfolios},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 13th International
Conference, {MLDM} 2017, New York, NY, USA, July 15-20, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10358},
pages = {431--450},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-62416-7\_31},
doi = {10.1007/978-3-319-62416-7\_31},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/KrasotkinaMMCM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aist/MalenichevKMS16,
author = {Anton Malenichev and
Olga Krasotkina and
Vadim Mottl and
Oleg Seredin},
editor = {Dmitry I. Ignatov and
Mikhail Yu. Khachay and
Valeri G. Labunets and
Natalia V. Loukachevitch and
Sergey I. Nikolenko and
Alexander Panchenko and
Andrey V. Savchenko and
Konstantin V. Vorontsov},
title = {Multi-class Classification in Big Data},
booktitle = {Supplementary Proceedings of the Fifth International Conference on
Analysis of Images, Social Networks and Texts {(AIST} 2016), Yekaterinburg,
Russia, April 6-8, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1710},
pages = {203--211},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1710/paper20.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:56 +0100},
biburl = {https://dblp.org/rec/conf/aist/MalenichevKMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/idp/SulimovaSM16,
author = {Valentina Sulimova and
Oleg Seredin and
Vadim Mottl},
editor = {Vadim V. Strijov and
Dmitry I. Ignatov and
Konstantin V. Vorontsov},
title = {Recognition of Herpes Viruses on the Basis of a New Metric for Protein
Sequences},
booktitle = {Intelligent Data Processing, 11th International Conference, {IDP}
2016, Barcelona, Spain, October 10-14, 2016, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {794},
pages = {61--73},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-030-35400-8\_5},
doi = {10.1007/978-3-030-35400-8\_5},
timestamp = {Sun, 09 Feb 2020 11:04:19 +0100},
biburl = {https://dblp.org/rec/conf/idp/SulimovaSM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/TurkovKMS16,
author = {Pavel A. Turkov and
Olga Krasotkina and
Vadim Mottl and
Alexey Sychugov},
editor = {Petra Perner},
title = {Feature Selection for Handling Concept Drift in the Data Stream Classification},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 12th International
Conference, {MLDM} 2016, New York, NY, USA, July 16-21, 2016, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9729},
pages = {614--629},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-41920-6\_48},
doi = {10.1007/978-3-319-41920-6\_48},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/TurkovKMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soict/YuliaKM16,
author = {Zhosan Yulia and
Olga Krasotkina and
Vadim Mottl},
editor = {Huynh Quyet Thang and
Nguyen Manh Hung},
title = {Sparse logistic regression with supervised selectivity for predictors
selection in credit scoring},
booktitle = {Proceedings of the Seventh Symposium on Information and Communication
Technology, SoICT 2016, Ho Chi Minh City, Vietnam, December 8-9, 2016},
pages = {167--172},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/3011077.3011137},
doi = {10.1145/3011077.3011137},
timestamp = {Tue, 06 Nov 2018 16:59:24 +0100},
biburl = {https://dblp.org/rec/conf/soict/YuliaKM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/KrasotkinaSM15,
author = {Olga Krasotkina and
Oleg Seredin and
Vadim Mottl},
editor = {Friedhelm Schwenker and
Fabio Roli and
Josef Kittler},
title = {Supervised Selective Combination of Diverse Object-Representation
Modalities for Regression Estimation},
booktitle = {Multiple Classifier Systems - 12th International Workshop, {MCS} 2015,
G{\"{u}}nzburg, Germany, June 29 - July 1, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9132},
pages = {89--99},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-20248-8\_8},
doi = {10.1007/978-3-319-20248-8\_8},
timestamp = {Sat, 09 Apr 2022 12:40:52 +0200},
biburl = {https://dblp.org/rec/conf/mcs/KrasotkinaSM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/KrasotkinaM15,
author = {Olga Krasotkina and
Vadim Mottl},
editor = {Petra Perner},
title = {A Bayesian Approach to Sparse Learning-to-Rank for Search Engine Optimization},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 11th International
Conference, {MLDM} 2015, Hamburg, Germany, July 20-21, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9166},
pages = {382--394},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-21024-7\_26},
doi = {10.1007/978-3-319-21024-7\_26},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/KrasotkinaM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/KrasotkinaM15a,
author = {Olga Krasotkina and
Vadim Mottl},
editor = {Petra Perner},
title = {A Bayesian Approach to Sparse Cox Regression in High-Dimentional Survival
Analysis},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 11th International
Conference, {MLDM} 2015, Hamburg, Germany, July 20-21, 2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9166},
pages = {425--437},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-21024-7\_30},
doi = {10.1007/978-3-319-21024-7\_30},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/KrasotkinaM15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/ChernousovaLTMW14,
author = {Elena Chernousova and
Pavel Levdik and
Alexander Tatarchuk and
Vadim Mottl and
David Windridge},
title = {Non-enumerative Cross Validation for the Determination of Structural
Parameters in Feature-Selective SVMs},
booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
Stockholm, Sweden, August 24-28, 2014},
pages = {3654--3659},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICPR.2014.628},
doi = {10.1109/ICPR.2014.628},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/ChernousovaLTMW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/GubarevaSSLM14,
author = {Anna Gubareva and
Valentina Sulimova and
Oleg Seredin and
Aleksandr Larin and
Vadim Mottl},
title = {Finding the Largest Hypercavity in a Linear Data Space},
booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014,
Stockholm, Sweden, August 24-28, 2014},
pages = {4406--4410},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICPR.2014.754},
doi = {10.1109/ICPR.2014.754},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/GubarevaSSLM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/MalenichevSKMM14,
author = {Anton Malenichev and
Valentina Sulimova and
Olga Krasotkina and
Vadim Mottl and
Anatoly Markov},
editor = {Petra Perner},
title = {An Automatic Matching Procedure of Ultrasonic Railway Defectograms},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 10th International
Conference, {MLDM} 2014, St. Petersburg, Russia, July 21-24, 2014.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8556},
pages = {315--327},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-08979-9\_24},
doi = {10.1007/978-3-319-08979-9\_24},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/MalenichevSKMM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prib/TatarchukSTMW14,
author = {Alexander Tatarchuk and
Valentina Sulimova and
Ivan Yu. Torshin and
Vadim Mottl and
David Windridge},
editor = {Matteo Comin and
Lukas K{\"{a}}ll and
Elena Marchiori and
Alioune Ngom and
Jagath C. Rajapakse},
title = {Supervised Selective Kernel Fusion for Membrane Protein Prediction},
booktitle = {Pattern Recognition in Bioinformatics - 9th {IAPR} International Conference,
{PRIB} 2014, Stockholm, Sweden, August 21-23, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8626},
pages = {98--109},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-09192-1\_9},
doi = {10.1007/978-3-319-09192-1\_9},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/prib/TatarchukSTMW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/premi/TurkovKM13,
author = {Pavel A. Turkov and
Olga Krasotkina and
Vadim Mottl},
editor = {Pradipta Maji and
Ashish Ghosh and
M. Narasimha Murty and
Kuntal Ghosh and
Sankar K. Pal},
title = {Dynamic Programming for Bayesian Logistic Regression Learning under
Concept Drift},
booktitle = {Pattern Recognition and Machine Intelligence - 5th International Conference,
PReMI 2013, Kolkata, India, December 10-14, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8251},
pages = {190--195},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-45062-4\_26},
doi = {10.1007/978-3-642-45062-4\_26},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/premi/TurkovKM13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/SeredinMTRW12,
author = {Oleg Seredin and
Vadim Mottl and
Alexander Tatarchuk and
Nikolay Razin and
David Windridge},
title = {Convex support and Relevance Vector Machines for selective multimodal
pattern recognition},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {1647--1650},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460463/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/SeredinMTRW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/TurkovKM12,
author = {Pavel A. Turkov and
Olga Krasotkina and
Vadim Mottl},
title = {The Bayesian logistic regression in pattern recognition problems under
concept drift},
booktitle = {Proceedings of the 21st International Conference on Pattern Recognition,
{ICPR} 2012, Tsukuba, Japan, November 11-15, 2012},
pages = {2976--2979},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://ieeexplore.ieee.org/document/6460790/},
timestamp = {Tue, 10 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/TurkovKM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/TurkovKM12,
author = {Pavel A. Turkov and
Olga Krasotkina and
Vadim Mottl},
editor = {Petra Perner},
title = {Bayesian Approach to the Concept Drift in the Pattern Recognition
Problems},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 8th International
Conference, {MLDM} 2012, Berlin, Germany, July 13-20, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7376},
pages = {1--10},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-31537-4\_1},
doi = {10.1007/978-3-642-31537-4\_1},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/TurkovKM12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prib/RazinSMTSSW12,
author = {Nikolay Razin and
Dmitry Sungurov and
Vadim Mottl and
Ivan Yu. Torshin and
Valentina Sulimova and
Oleg Seredin and
David Windridge},
editor = {Tetsuo Shibuya and
Hisashi Kashima and
Jun Sese and
Shandar Ahmad},
title = {Application of the Multi-modal Relevance Vector Machine to the Problem
of Protein Secondary Structure Prediction},
booktitle = {Pattern Recognition in Bioinformatics - 7th {IAPR} International Conference,
{PRIB} 2012, Tokyo, Japan, November 8-10, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7632},
pages = {153--165},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34123-6\_14},
doi = {10.1007/978-3-642-34123-6\_14},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/prib/RazinSMTSSW12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/PanovTMW11,
author = {Maxim Panov and
Alexander Tatarchuk and
Vadim Mottl and
David Windridge},
editor = {Carlo Sansone and
Josef Kittler and
Fabio Roli},
title = {A Modified Neutral Point Method for Kernel-Based Fusion of Pattern-Recognition
Modalities with Incomplete Data Sets},
booktitle = {Multiple Classifier Systems - 10th International Workshop, {MCS} 2011,
Naples, Italy, June 15-17, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6713},
pages = {126--136},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21557-5\_15},
doi = {10.1007/978-3-642-21557-5\_15},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/PanovTMW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/premi/KrasotkinaMT11,
author = {Olga Krasotkina and
Vadim Mottl and
Pavel A. Turkov},
editor = {Sergei O. Kuznetsov and
Deba Prasad Mandal and
Malay Kumar Kundu and
Sankar K. Pal},
title = {Bayesian Approach to the Pattern Recognition Problem in Nonstationary
Environment},
booktitle = {Pattern Recognition and Machine Intelligence - 4th International Conference,
PReMI 2011, Moscow, Russia, June 27 - July 1, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6744},
pages = {24--29},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21786-9\_6},
doi = {10.1007/978-3-642-21786-9\_6},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/premi/KrasotkinaMT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/PohWMTE10,
author = {Norman Poh and
David Windridge and
Vadim Mottl and
Alexander Tatarchuk and
Andrey Eliseyev},
title = {Addressing missing values in kernel-based multimodal biometric fusion
using neutral point substitution},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {5},
number = {3},
pages = {461--469},
year = {2010},
url = {https://doi.org/10.1109/TIFS.2010.2053535},
doi = {10.1109/TIFS.2010.2053535},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/PohWMTE10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icisp/KopylovKPM10,
author = {Andrey Kopylov and
Olga Krasotkina and
Oleksandr Pryimak and
Vadim Mottl},
editor = {Abderrahim Elmoataz and
Olivier Lezoray and
Fathallah Nouboud and
Driss Mammass and
Jean Meunier},
title = {A Signal Processing Algorithm Based on Parametric Dynamic Programming},
booktitle = {Image and Signal Processing, 4th International Conference, {ICISP}
2010, Trois-Rivi{\`{e}}res, QC, Canada, June 30-July 2, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6134},
pages = {280--286},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13681-8\_33},
doi = {10.1007/978-3-642-13681-8\_33},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icisp/KopylovKPM10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/TatarchukUMW10,
author = {Alexander Tatarchuk and
Eugene Urlov and
Vadim Mottl and
David Windridge},
editor = {Neamat El Gayar and
Josef Kittler and
Fabio Roli},
title = {A Support Kernel Machine for Supervised Selective Combining of Diverse
Pattern-Recognition Modalities},
booktitle = {Multiple Classifier Systems, 9th International Workshop, {MCS} 2010,
Cairo, Egypt, April 7-9, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5997},
pages = {165--174},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-12127-2\_17},
doi = {10.1007/978-3-642-12127-2\_17},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/TatarchukUMW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/prib/SulimovaRMMK10,
author = {Valentina Sulimova and
Nikolay Razin and
Vadim Mottl and
Ilya B. Muchnik and
Casimir A. Kulikowski},
editor = {Tjeerd Dijkstra and
Evgeni Tsivtsivadze and
Elena Marchiori and
Tom Heskes},
title = {A Maximum-Likelihood Formulation and {EM} Algorithm for the Protein
Multiple Alignment Problem},
booktitle = {Pattern Recognition in Bioinformatics - 5th {IAPR} International Conference,
{PRIB} 2010, Nijmegen, The Netherlands, September 22-24, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6282},
pages = {171--182},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-16001-1\_15},
doi = {10.1007/978-3-642-16001-1\_15},
timestamp = {Tue, 14 May 2019 10:00:45 +0200},
biburl = {https://dblp.org/rec/conf/prib/SulimovaRMMK10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mldm/SeredinKM09,
author = {Oleg Seredin and
Andrey Kopylov and
Vadim Mottl},
title = {Selection of Subsets of Ordered Features in Machine Learning},
journal = {Trans. Mach. Learn. Data Min.},
volume = {2},
number = {2},
pages = {65--79},
year = {2009},
url = {http://www.ibai-publishing.org/journal/issue\_mldm/2009\_october/mldm\_2\_2\_65-79.html},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mldm/SeredinKM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbra/SulimovaMMMK09,
author = {Valentina Sulimova and
Vadim Mottl and
Boris G. Mirkin and
Ilya B. Muchnik and
Casimir A. Kulikowski},
editor = {Ion I. Mandoiu and
Giri Narasimhan and
Yanqing Zhang},
title = {A Class of Evolution-Based Kernels for Protein Homology Analysis:
{A} Generalization of the {PAM} Model},
booktitle = {Bioinformatics Research and Applications, 5th International Symposium,
{ISBRA} 2009, Fort Lauderdale, FL, USA, May 13-16, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5542},
pages = {284--296},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01551-9\_28},
doi = {10.1007/978-3-642-01551-9\_28},
timestamp = {Fri, 24 Mar 2023 16:31:04 +0100},
biburl = {https://dblp.org/rec/conf/isbra/SulimovaMMMK09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/WindridgePMTE09,
author = {David Windridge and
Norman Poh and
Vadim Mottl and
Alexander Tatarchuk and
Andrey Eliseyev},
editor = {J{\'{o}}n Atli Benediktsson and
Josef Kittler and
Fabio Roli},
title = {Handling Multimodal Information Fusion with Missing Observations Using
the Neutral Point Substitution Method},
booktitle = {Multiple Classifier Systems, 8th International Workshop, {MCS} 2009,
Reykjavik, Iceland, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5519},
pages = {161--170},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02326-2\_17},
doi = {10.1007/978-3-642-02326-2\_17},
timestamp = {Mon, 28 Jun 2021 15:15:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/WindridgePMTE09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/TatarchukSWML09,
author = {Alexander Tatarchuk and
Valentina Sulimova and
David Windridge and
Vadim Mottl and
Mikhail Lange},
editor = {J{\'{o}}n Atli Benediktsson and
Josef Kittler and
Fabio Roli},
title = {Supervised Selective Combining Pattern Recognition Modalities and
Its Application to Signature Verification by Fusing On-Line and Off-Line
Kernels},
booktitle = {Multiple Classifier Systems, 8th International Workshop, {MCS} 2009,
Reykjavik, Iceland, June 10-12, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5519},
pages = {324--334},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02326-2\_33},
doi = {10.1007/978-3-642-02326-2\_33},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/TatarchukSWML09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/SeredinKM09,
author = {Oleg Seredin and
Andrey Kopylov and
Vadim Mottl},
editor = {Petra Perner},
title = {Selection of Subsets of Ordered Features in Machine Learning},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 6th International
Conference, {MLDM} 2009, Leipzig, Germany, July 23-25, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5632},
pages = {16--28},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-03070-3\_2},
doi = {10.1007/978-3-642-03070-3\_2},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mldm/SeredinKM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/KrasotkinaM08,
author = {Olga Krasotkina and
Vadim Mottl},
title = {Adaptive nonstationary regression analysis},
booktitle = {19th International Conference on Pattern Recognition {(ICPR} 2008),
December 8-11, 2008, Tampa, Florida, {USA}},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICPR.2008.4761666},
doi = {10.1109/ICPR.2008.4761666},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/KrasotkinaM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MottlLSY08,
author = {Vadim Mottl and
Mikhail Lange and
Valentina Sulimova and
Alexey Yermakov},
title = {Signature verification based on fusion of on-line and off-line kernels},
booktitle = {19th International Conference on Pattern Recognition {(ICPR} 2008),
December 8-11, 2008, Tampa, Florida, {USA}},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICPR.2008.4761208},
doi = {10.1109/ICPR.2008.4761208},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/MottlLSY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/TatarchukMEW08,
author = {Alexander Tatarchuk and
Vadim Mottl and
Andrey Eliseyev and
David Windridge},
title = {Selectivity supervision in combining pattern-recognition modalities
by feature- and kernel-selective support vector machines},
booktitle = {19th International Conference on Pattern Recognition {(ICPR} 2008),
December 8-11, 2008, Tampa, Florida, {USA}},
pages = {1--4},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICPR.2008.4761781},
doi = {10.1109/ICPR.2008.4761781},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/TatarchukMEW08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/MottlTSKS07,
author = {Vadim Mottl and
Alexander Tatarchuk and
Valentina Sulimova and
Olga Krasotkina and
Oleg Seredin},
editor = {Michal Haindl and
Josef Kittler and
Fabio Roli},
title = {Combining Pattern Recognition Modalities at the Sensor Level Via Kernel
Fusion},
booktitle = {Multiple Classifier Systems, 7th International Workshop, {MCS} 2007,
Prague, Czech Republic, May 23-25, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4472},
pages = {1--12},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72523-7\_1},
doi = {10.1007/978-3-540-72523-7\_1},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/mcs/MottlTSKS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mcs/WindridgeMTE07,
author = {David Windridge and
Vadim Mottl and
Alexander Tatarchuk and
Andrey Eliseyev},
editor = {Michal Haindl and
Josef Kittler and
Fabio Roli},
title = {The Neutral Point Method for Kernel-Based Combination of Disjoint
Training Data in Multi-modal Pattern Recognition},
booktitle = {Multiple Classifier Systems, 7th International Workshop, {MCS} 2007,
Prague, Czech Republic, May 23-25, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4472},
pages = {13--21},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-72523-7\_2},
doi = {10.1007/978-3-540-72523-7\_2},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mcs/WindridgeMTE07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/MottlKSM05,
author = {Vadim Mottl and
Olga Krasotkina and
Oleg Seredin and
Ilya B. Muchnik},
editor = {Petra Perner and
Atsushi Imiya},
title = {Principles of Multi-kernel Data Mining},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 4th International
Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3587},
pages = {52--61},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11510888\_6},
doi = {10.1007/11510888\_6},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/MottlKSM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MottlDK04,
author = {Vadim Mottl and
Sergey D. Dvoenko and
Andrey Kopylov},
title = {Pattern Recognition in Interrelated Data: The Problem, Fundamental
Assumptions, Recognition Algorithms},
booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004,
Cambridge, UK, August 23-26, 2004},
pages = {188--191},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPR.2004.1334055},
doi = {10.1109/ICPR.2004.1334055},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/MottlDK04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MottlSDKM02,
author = {Vadim Mottl and
Oleg Seredin and
Sergey D. Dvoenko and
Casimir A. Kulikowski and
Ilya B. Muchnik},
title = {Featureless Pattern Recognition in an Imaginary Hilbert Space},
booktitle = {16th International Conference on Pattern Recognition, {ICPR} 2002,
Quebec, Canada, August 11-15, 2002},
pages = {88--91},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICPR.2002.1048244},
doi = {10.1109/ICPR.2002.1048244},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/MottlSDKM02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MottlKK02,
author = {Vadim Mottl and
Alexey Kostin and
Josef Kittler},
title = {Support Object Classifiers with Rigid and Elastic Kernel Functions
for Face Identification},
booktitle = {16th International Conference on Pattern Recognition, {ICPR} 2002,
Quebec, Canada, August 11-15, 2002},
pages = {205--208},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICPR.2002.1047433},
doi = {10.1109/ICPR.2002.1047433},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/MottlKK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MottlKKYK02,
author = {Vadim Mottl and
Andrey Kopylov and
Alexey Kostin and
Alexey Yermakov and
Josef Kittler},
title = {Elastic Transformation of the Image Pixel Grid for Similarity Based
Face Identification},
booktitle = {16th International Conference on Pattern Recognition, {ICPR} 2002,
Quebec, Canada, August 11-15, 2002},
pages = {549--552},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICPR.2002.1047998},
doi = {10.1109/ICPR.2002.1047998},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/MottlKKYK02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/MottlDSKM01,
author = {Vadim Mottl and
Sergey D. Dvoenko and
Oleg Seredin and
Casimir A. Kulikowski and
Ilya B. Muchnik},
editor = {Petra Perner},
title = {Featureless Pattern Recognition in an Imaginary Hilbert Space and
Its Application to Protein Fold Classification},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, Second International
Workshop, {MLDM} 2001, Leipzig, Germany, July 25-27, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2123},
pages = {322--336},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44596-X\_26},
doi = {10.1007/3-540-44596-X\_26},
timestamp = {Fri, 07 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/MottlDSKM01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MottlDLM00,
author = {Vadim Mottl and
Sergey D. Dvoenko and
Vladimir Levyant and
Ilya B. Muchnik},
title = {Pattern Recognition in Spatial Data: {A} New Method of Seismic Explorations
for Oil and Gas in Crystalline Basement Rocks},
booktitle = {15th International Conference on Pattern Recognition, ICPR'00, Barcelona,
Spain, September 3-8, 2000},
pages = {2315--2318},
publisher = {{IEEE} Computer Society},
year = {2000},
url = {https://doi.org/10.1109/ICPR.2000.906076},
doi = {10.1109/ICPR.2000.906076},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/MottlDLM00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MottlBKKM98,
author = {Vadim Mottl and
Alexander Blinov and
Andrey Kopylov and
Alexey Kostin and
Ilya B. Muchnik},
editor = {Anil K. Jain and
Svetha Venkatesh and
Brian C. Lovell},
title = {Variational methods in signal and image analysis},
booktitle = {Fourteenth International Conference on Pattern Recognition, {ICPR}
1998, Brisbane, Australia, 16-20 August, 1998},
pages = {525--527},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/ICPR.1998.711196},
doi = {10.1109/ICPR.1998.711196},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/MottlBKKM98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MottlKK98,
author = {Vadim Mottl and
Alexey Kostin and
Andrey Kopylov},
editor = {Anil K. Jain and
Svetha Venkatesh and
Brian C. Lovell},
title = {Edge-preserving in generalized smoothing of signals and images},
booktitle = {Fourteenth International Conference on Pattern Recognition, {ICPR}
1998, Brisbane, Australia, 16-20 August, 1998},
pages = {1579--1581},
publisher = {{IEEE} Computer Society},
year = {1998},
url = {https://doi.org/10.1109/ICPR.1998.712013},
doi = {10.1109/ICPR.1998.712013},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/MottlKK98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gbrpr/MottlBKK97,
author = {Vadim Mottl and
Alexander Blinov and
Andrey Kopylov and
Alexey Kostin},
editor = {Jean{-}Michel Jolion and
Walter G. Kropatsch},
title = {Optimization Techniques on Pixel Neighborhood Graphs for Image Processing},
booktitle = {Graph Based Representations in Pattern Recognition, 1st Workshop,
Lyon, France, 17-18 April 1997},
series = {Computing Supplementa},
volume = {12},
pages = {135--145},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/978-3-7091-6487-7\_14},
doi = {10.1007/978-3-7091-6487-7\_14},
timestamp = {Mon, 06 Nov 2023 17:44:38 +0100},
biburl = {https://dblp.org/rec/conf/gbrpr/MottlBKK97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/MottlMBK96,
author = {Vadim Mottl and
Ilya B. Muchnik and
Alexander Blinov and
Andrey Kopylov},
title = {Hidden tree-like quasi-Markov model and generalized technique for
a class of image processing problems},
booktitle = {13th International Conference on Pattern Recognition, {ICPR} 1996,
Vienna, Austria, 25-19 August, 1996},
pages = {715--719},
publisher = {{IEEE} Computer Society},
year = {1996},
url = {https://doi.org/10.1109/ICPR.1996.546916},
doi = {10.1109/ICPR.1996.546916},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/MottlMBK96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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