05.13.18 (Mathematical modelling, calculating methods, and the program systems)
Birth date:
19.03.1953
E-mail:
Keywords:
Fuzzy systems, optimization
UDC:
004.82
Subject:
computational intelligence, metaheuristics
Main publications:
I.A. Khodashinskii, M.A. Mekh, “Postroenie nechetkogo klassifikatora na osnove metodov garmonicheskogo poiska”, Programmirovanie, 2017, № 1, 54-65
I. A. Hodashinsky, K. S. Sarin, and S. A. Cherepanov, “Initialization Method for Fuzzy Takagi–Sugeno Systems”, Optoelectronics, Instrumentation and Data Processing, 52:3 (2016), 266–273
M. B. Bardamova, I. A. Hodashinsky, Yu. A. Shurygin, K. S. Sarin, M. O. Svetlakov, “Generation of a fuzzy classifier rule base for diagnosing Parkinson's disease from handwritten data”, Artificial Intelligence and Decision Making, 2023, no. 2, 31–44
2022
2.
I. A. Hodashinsky, K. S. Sarin, M. B. Bardamova, M. O. Svetlakov, A. O. Slezkin, N. P. Koryshev, “Biometric data and machine learning methods in the diagnosis and monitoring of neurodegenerative diseases: a review”, Computer Optics, 46:6 (2022), 988–1019
2021
3.
I. A. Hodashinsky, “Methods for improving the efficiency of swarm optimization algorithms. A survey”, Avtomat. i Telemekh., 2021, no. 6, 3–45; Autom. Remote Control, 82:6 (2021), 935–967
I. A. Khodashinskii, K. S. Sarin, “Feature selection using population random search with memory”, Avtomat. i Telemekh., 2019, no. 2, 161–172
5.
K. S. Sarin, I. A. Hodashinsky, “Bagged ensemble of fuzzy classifiers and feature selection for handwritten signature verification”, Computer Optics, 43:5 (2019), 833–845
I. A. Hodashinsky, E. Yu. Kostyuchenko, K. S. Sarin, A. E. Anfilofev, M. B. Bardamova, S. S. Samsonov, I. V. Filimonenko, “Dynamic-signature-based user authentication using a fuzzy classifier”, Computer Optics, 42:4 (2018), 657–666
I. A. Hodashinsky, M. B. Bardamova, V. S. Kovalev, “Using shuffled frog-leaping algorithm for feature selection and fuzzy classifier design”, Artificial Intelligence and Decision Making, 2018, no. 1, 76–84; Scientific and Technical Information Processing, 46:6 (2019), 381–387
I. V. Gorbunov, I. A. Hodashinsky, “Methods of buildings Pareto-optimal fuzzy classifiers”, Artificial Intelligence and Decision Making, 2015, no. 2, 75–87
2014
9.
N. S. Kozyrenko, R. V. Mescheriakov, I. A. Hodashinsky, “Mathematical Model and Algorithms of People Health Evaluation”, Tr. SPIIRAN, 33 (2014), 117–146
2011
10.
I. A. Hodashinsky, P. A. Dudin, “Fuzzy systems identification based on direct ant colony algorithm”, Artificial Intelligence and Decision Making, 2011, no. 3, 26–33
2009
11.
I. A. Hodashinsky, “Identification of fuzzy systems: methods and algorithms”, Probl. Upr., 2009, no. 4, 15–23
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