News – Welcome to Machine Learning, Computer Vision, and Dynamic Systems Group

BRICS STI Project was supported

September 24, 2022 - 3:39 pm

The joint China-India-Russia Project "Math Modeling and Control Methods for Cyber-Physical Systems in Multi-Energy Micro Grids" was selected by BRICS STI Framework Program. The project research consortium involves China South University, IIT-Roorkee, and Energy Systems Institute of SB RAS.

Aleksei Zhukov has successfully defended his PhD thesis

September 7, 2022 - 11:56 am

Research fellow of Industrial Maths Lab of Baikal Institute BRICS Aleksei Zhukov has successfully defended his PhD thesis "Methods of classification and regression based on decision trees with application to the problem of assessing the EPS reliability". Congrats! The thesis is publicly available here.

Recent findings on stabilization of delayed fuzzy systems are to be published in Journal of the Franklin Institute

August 25, 2022 - 8:32 am

Paper "Stability and stabilization of delayed fuzzy systems via a novel quadratic polynomial inequality" (F. Liu, D. Sidorov et al.) to appear in Journal of the Franklin Institute

The manuscript “Bidirectional Gated Recurrent Unit-Based Lower Upper Bound Estimation Method for Wind Power Interval Prediction” was published in IEEE Trans. on A.I.

August 20, 2022 - 9:26 pm

F. Liu, Q. Tao, D. Yang and D. Sidorov, "Bidirectional Gated Recurrent Unit-Based Lower Upper Bound Estimation Method for Wind Power Interval Prediction," in IEEE Transactions on Artificial Intelligence, vol. 3, no. 3, pp. 461-469, June 2022, doi: 10.1109/TAI.2021.3123928.

The paper “Multi-instrumental View of the Auroral Oval” was published in proceedings of 2022 Photonics & Electromagnetics Research Symposium (PIERS, China)

August 20, 2022 - 9:19 pm

Y. Yaysukevich et al., "Multi-instrumental View of the Auroral Oval," 2022 Photonics & Electromagnetics Research Symposium (PIERS), 2022, pp. 1009-1013, doi: 10.1109/PIERS55526.2022.9792594.

Three talks on Volterra equations theory and applications were delivered in the intl. seminar in ESI SB RAS

August 19, 2022 - 9:21 am

Three talks were delivered on the seminar "Unstable problems of computational mathematics - 2022" dedicated to the 80th anniversary of prof. A.S.Apartsyn.

The editorial “Machine Learning for Energy Systems Optimization” was published in Energies Journal

June 3, 2022 - 10:22 am

Kim, I.; Kim, B.; Sidorov, D. Machine Learning for Energy Systems Optimization. Energies 2022, 15, 4116. https://doi.org/10.3390/en15114116

The chapter “Application of the stochastic arithmetic to validate the results of nonlinear fractional model of HIV infection for CD8+T-cells” was published

June 1, 2022 - 1:36 pm

The chapter "Application of the stochastic arithmetic to validate the results of nonlinear fractional model of HIV infection for CD8+T-cells" was published by Academic Press (Elsevier) in the book Mathematical Analysis of Infectious Diseases (978-0-323-90504-6)

The novel ML based approach for selecting the intestinal anastomosis technique was proposed and published in Pediatria Journal

January 28, 2022 - 7:13 am

Yu.A. Kozlov, M.N. Mochalov, S.S. Poloyan, P.Zh. Baradieva, D.A. Zvonkov, Ch.B. Ochirov, V.S. Cheremnov, V.M. Kapuller, A.I. Dreglea, A.N. Narkevich. Development of a predictive model for selecting the intestinal anastomosis technique in children with the best predictive power based on ROC-AUC. Pediatria. Journal named after G.N.Speransky. 2022; 10...Read more

Solvability of Nonlinear Equations with Parameters: Branching, Regularization, Group Symmetry and Solutions Blow-Up

January 21, 2022 - 11:07 pm

Special Issue “Solvability of Nonlinear Equations with Parameters: Branching, Regularization, Group Symmetry and Solutions Blow-Up”(Editor Professor Nikolai A. Sidorov) is published by Symmetry, MDPI.

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