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Dmitry V. Vinogradov

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2020 – today

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2023
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Dmitry V. Vinogradov:
Full Polynomial Probabilistic FCA-Based Knowledge Extraction. FCA4AI@IJCAI 2023: 35-46
2022
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Dmitry V. Vinogradov:
Algebraic Machine Learning: Emphasis on Efficiency. Autom. Remote. Control. 83(6): 831-846 (2022)
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Dmitry V. Vinogradov:
Small Overfitting Probability in Minimization of Empirical Risk for FCA-based Machine Learning. FCA4AI@IJCAI 2022: 41-50

2010 – 2019

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2019
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Dmitry V. Vinogradov:
FCA-based Approach to Machine Learning. FCA4AI@IJCAI 2019: 57-64
2014
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Dmitry V. Vinogradov:
VKF-Method of Hypotheses Generation. AIST 2014: 237-248

2000 – 2009

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2007
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Boris A. Galitsky, Sergei O. Kuznetsov, Dmitry V. Vinogradov:
Applying hybrid reasoning to mine for associative features in biological data. J. Biomed. Informatics 40(3): 203-220 (2007)
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  - journals/nar/KazakovCNMVAMGD07
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Alexei E. Kazakov, Michael J. Cipriano, Pavel S. Novichkov, Simon Minovitsky, Dmitry V. Vinogradov, Adam P. Arkin, Andrey A. Mironov, Mikhail S. Gelfand, Inna Dubchak:
RegTransBase - a database of regulatory sequences and interactions in a wide range of prokaryotic genomes. Nucleic Acids Res. 35(Database-Issue): 407-412 (2007)

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