Conference Programme
Day 1. Tuesday. November 16, 2021
9:00-10:00 Krasnoyarsk time (5.00-6.00 Msk time, 3.00-4.00 CET) Keynote speakers
Yukihiro Kamiya. A New Signal Processing Approach Suitable for IoT and Challenges for Its Commercialization
10:00-10:30 Krasnoyarsk time (6.00-6.30 Msk time, 4.00-4.30 CET) Main track
O.V. Khamisov, A.V. Kolosnitsyn Direct methods of optimization with modified parabola line search procedure (Melentiev Energy System Institute)
Andrey Shabalov Explainable AI Methods for a Multi-Modal Outcome Prediction Framework for Ischemic Stroke Patients (Beuth University of Applied Sciences, Berlin)
10:45-13:00 Krasnoyarsk time (6.30-9.00 Msk time, 4.30-7.00 CET) Student track
Daniil Tausnev Self-configured coevolutionary GP algorithm for solving an arbitrary-order ordinary differential equations
Maria Rurich Dynamic Multi-Objective Optimization Problem: current condition
Iuliia Khudonogova System of Automated Text Messages Clustering by Semantic Proximity Based on NLP and Machine Learning Methods
Nikita Pisarev, Yuliya Ogorodnikova Elimination of radio signal noise in aircraft on-board radio systems using neural networks
Tatyana Pleshkova Hybrid Fuzzy Classification Algorithm With Modified Crossover
13:00-15:00 Krasnoyarsk time (9.00-11.00 Msk time, 7.00-9.00 CET) Break
15:00-16:00 Krasnoyarsk time (11.00-12.00 Msk time, 9.00-10.00 CET) Keynote speakers
Mikko Kolehmainen, Kristina Brester. The next step after AI – towards Digital Twins with examples from the energy sector
16:00-18:30 Krasnoyarsk time (12.00-14.30 Msk time, 10.00-12.30 CET) Main track
16:00-16:30 Krasnoyarsk time (12.00-12.30 Msk time, 10.00-10.30 CET) Ludmila Egorova, Natalya Rezova, Lev Kazakovtsev Automated Identification and Removal of Electroencephalogram Artifacts with Features Based on the Hurst Exponent (Reshetnev Siberian State University of Science and Technology)
Presenter - Natalya Rezova
16:30-17:00 Krasnoyarsk time (12.30-13.00 Msk time, 10.30-11.00 CET) Alexander Rusev, Georgi Tsochev, Roumen Trifonov Development of a centralized intrusion detection system using machine learning (Technical University of Sofia)
Presenter - Georgi Tsochev
17:00-17:30 Krasnoyarsk time (13.00-13.30 Msk time, 11.00-11.30 CET) Igor Masich, Margarita Kulachenko, Elena Tovbis and Alexey Popov Multicriterial Genetic Algorithm for Pattern Generation as a Stage of Logical Analysis of Data (Reshetnev Siberian State University of Science and Technology, Siberian Federal University)
Presenter - Igor Masich
17:30-18:00 Krasnoyarsk time (13.30-14.00 Msk time, 11.30-12.00 CET) Eugene Larkin, Aleksandr Privalov, Alexey Bogomolov, Tatiana Akimenko Model of Digital Control System by Complex Multi-Loop Objects (Tula State University)
Presenter - Eugene Larkin
18:00-18:30 Krasnoyarsk time (14.00-14.30 Msk time, 12.00-12.30 CET) Vladimir Stanovov, Shakhnaz Akhmedova, Aleksei Vakhnin, Evgenii Sopov and Eugene Semenkin Improving the Quantum Multi-Swarm Optimization with Adaptive Differential Evolution for Dynamic Environments (Reshetnev Siberian State University of Science and Technology)
Presenter - Vladimir Stanovov
Day 2. Wednesday. November 17, 2021
15:00-16:00 Krasnoyarsk time (11.00-12.00 Msk time, 9.00-10.00 CET) Keynote speakers
Friedhelm Schwenker. Machine learning and deep learning for the recognition of affect and pain
16:00-19:00 Krasnoyarsk time (12.00-15.00 Msk time, 10.00-13.00 CET) Main track
16:00-16:30 Krasnoyarsk time (12.00-12.30 Msk time, 10.00-10.30 CET) Pavel Sorokovikov and Alexander Gornov Modifications of Genetic, Biogeography and Particle Swarm Algorithms for Solving Multiextremal Optimization Problems (Matrosov Institute for System Dynamics and Control Theory of SB RAS)
Presenter - Pavel Sorokovikov
16:30-17:00 Krasnoyarsk time (12.30-13.00 Msk time, 10.30-11.00 CET) Shakhnaz Akhmedova, Vladimir Stanovov, Kosuke Ito, Yuna Mizuno, Fumiaki Ohnishi, Yukihiro Kamiya New Neuro-Fuzzy Approach Based on Modified AGSK Algorithm for Classification Problems (Reshetnev Siberian State University of Science and Technology, Aichi Prefectural University)
Presenter - Shakhnaz Akhmedova
17:00-17:30 Krasnoyarsk time (13.00-13.30 Msk time, 11.00-11.30 CET) Liliya A. Demidova and Artyom V. Gorchakov Biology-Inspired Optimization Algorithms Applied to Intelligent Input Weights Selection of an Extreme Learning Machine in Regression Problems (Federal State Budget Educational Institution of Higher Education «MIREA – Russian Technological University)
Presenter - Artyom Gorchakov
17:30-18:00 Krasnoyarsk time (13.30-14.00 Msk time, 11.30-12.00 CET) Guzel Shkaberina, Leonid Verenev, Elena Tovbis, and Lev Kazakovtsev Online Clustering Algorithm with a Greedy Agglomerative Heuristic Procedure and Special Distance Measures (Reshetnev Siberian State University of Science and Technology)
Presenter - Elena Tovbis
18:00-18:30 Krasnoyarsk time (14.00-14.30 Msk time, 12.00-12.30 CET) Tatiana Karaseva and Eugene Semenkin Application of Evolutionary Algorithms for the Identification of Differential Equations Systems (Reshetnev Siberian State University of Science and Technology, Siberian Federal University)
Presenter - Tatiana Karaseva
18:30-19:00 Krasnoyarsk time (14.30-15.00 Msk time, 12.30-13.00 CET) Lev Kazakovtsev, Ivan Rozhnov and Vladimir Kazakovtsev A (1 + λ) Evolutionary Algorithm with the Greedy Agglomerative Mutation for p-Median Problems (ITMO University, Reshetnev Siberian State University of Science and Technology, Siberian Federal University)
Presenter - Lev Kazakovtsev
Day 3. Thursday. November 18, 2021
14:00-15:00 Krasnoyarsk time (10.00-11.00 Msk time, 8.00-9.00 CET) Tutorial
Bernhard Werth. Benchmarking Dynamic Optimization of Warehouse Operations
15:00-16:00 Krasnoyarsk time (11.00-12.00 Msk time, 9.00-10.00 CET) Keynote speakers
Vladimir Stanovov. Differential Evolution: trends, challenges, ways to visualize, understand and improve
16:00-19:00 Krasnoyarsk time (12.00-15.00 Msk time, 10.00-13.00 CET) Main track
16:00-16:30 Krasnoyarsk time (12.00-12.30 Msk time, 10.00-10.30 CET) Kaito Masaki, Haruki Kawanaka and Yukihiro Kamiyaa A Computational Efficiency Improvement of Period Estimation Method GMRS (Aichi Prefectural University)
Presenter - Kaito Masaki
16:30-17:00 Krasnoyarsk time (12.30-13.00 Msk time, 10.30-11.00 CET) Sergei Mitrofanov and Eugeny Semenkin Study on the Efficiency of Methods for Selecting a Splitting Attribute for Constructing Decision Trees (Reshetnev Siberian State University of Science and Technology)
Presenter - Sergei Mitrofanov
17:00-17:30 Krasnoyarsk time (13.00-13.30 Msk time, 11.00-11.30 CET) Aleksei Vakhnin and Evgenii Sopov A Novel Metaheuristic for Solving LSGO problems (Reshetnev Siberian State University of Science and Technology)
Presenter - Aleksei Vakhnin
17:30-18:00 Krasnoyarsk time (13.30-14.00 Msk time, 11.30-12.00 CET) S.M. Golovanov, V.L. Kazakovtsev and G.Sh. Shkaberina Determination of the Homogeneity of a Set of Elements on the Basis of the Quality Characteristics of the Division of a Set into Groups (TTC NPO-PM, Reshetnev Siberian State University of Science and Technology)
Presenter - Vladimir Kazakovtsev
18:00-18:30 Krasnoyarsk time (14.00-14.30 Msk time, 12.00-12.30 CET) A.N. Zaloga, V.V. Stanovov, O.E. Bezrukova, P.S. Dubinin and I.S. Yakimov Possibilities Of Neural Network Powder Diffraction Analysis Of Crystal Structure Of Chemical Compounds (Reshetnev Siberian State University of Science and Technology, Siberian Federal University)
Presenter - Vladimir Stanovov
18:30-19:00 Krasnoyarsk time (14.30-15.00 Msk time, 12.30-13.00 CET) Ivan Ryzhikov, Ekaterina Nikolskaya and Yrjö Hiltunen Role of Penalties and Computational Resources in NMR Water Content Analysis Parameter Identification with Differential Evolution (University of Eastern Finland)
Presenter - Ivan Ryzhikov
19:00-19:30 Krasnoyarsk time (15.00-15.30 Msk time, 13.00-13.300 CET) Closing session