Harnessing Ensemble Machine Learning Models for Timely Diagnosis of Breast Cancer Metastasis: A Case Study on CatBoost, XGBoost, and LGBM

Luu, M. S. K., Banerjee, S., Pavlovskiy, E. N. & Tuchinov, B. N., 2024, International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM. IEEE Computer Society, p. 2320-2325 6 p. (International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Linguistic Nuances in Text Analysis: TF-IDF Metric's Algorithm Implementation for the Karakalpak Language Recognition

Mengliev, D., Eshkulov, M., Barakhnin, V., Abdullayev, R., Boltayev, N. & Ibragimov, B., 2024, Proceedings - 2024 IEEE Ural-Siberian Conference on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2024. Institute of Electrical and Electronics Engineers Inc., p. 19-22 4 p. (Proceedings - 2024 IEEE Ural-Siberian Conference on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Multigrid Incomplete Factorization Methods in Krylov Subspaces on Unstructured Grids

Batalov, M. & Il’In, V., 2024, Communications in Computer and Information Science. Springer, p. 163-176 14 p. 12. (Communications in Computer and Information Science; vol. 2241 CCIS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Optimization of Computations in Simulating Chemical Kinetics Using Surrogate Neural Models

Kazakov, G., Ivanov, K., Penenko, A. & Marchenko, M., 2024, Proceedings - 2024 20th International Asian School-Seminar on Optimization Problems of Complex Systems, OPCS 2024. Institute of Electrical and Electronics Engineers Inc., p. 60-64 5 p. (Proceedings - 2024 20th International Asian School-Seminar on Optimization Problems of Complex Systems, OPCS 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Scientometric Analysis of Research Development in Universities From CIS Countries

Saidov, B. R., Ruzimov, J. O., Yusupova, I. R., Maksetbaev, A. B. & Egamberganova, A. D., 2024, International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM. IEEE Computer Society, p. 2230-2235 6 p. (International Conference of Young Specialists on Micro/Nanotechnologies and Electron Devices, EDM).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Simulated Annealing Algorithm for Model Reconstruction of the Four-Layer Medium with Elliptical Inclusion in the Third Layer

Prokhorov, D., Reshetova, G. & Bratchikov, D., 2024, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer, p. 334-351 18 p. 23. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14817 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

SOA-based reservoir computing

Bednyakova, A., Manuylovich, E., Ivoilov, D. A., Terekhov, I. S. & Turitsyn, S. K., 2024, 2024 International Conference Laser Optics, ICLO 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 279 1 p. (2024 International Conference Laser Optics, ICLO 2024 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Stadium Antennas Deployment Optimization

Yuskov, A., Kulachenko, I., Melnikov, A. & Kochetov, Y., 2024, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer, p. 449-461 13 p. 30. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14766 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Stochastic Greedy Algorithms for a Temporal Bin Packing Problem with Placement Groups

Turnaev, A. & Panin, A., 2024, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer, p. 199-211 13 p. 14. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14766 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Study of Linear Stability for Cylindrically Symmetrical States of Dynamic Equilibrium of Two-Component Vlasov–Poisson Plasma

Gubarev, Y. G. & Luo, J., 2024, Springer Proceedings in Mathematics and Statistics. Springer, p. 471-480 10 p. (Springer Proceedings in Mathematics and Statistics; vol. 446).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Theoretical Substantiations Of Registration And Analysis Of EEG To Increase The Reliability Of Neurofeedback Training (NFT)

Bazanova, O., Nikolenko, E., Zakharov, A. & Maryanovsaya, T., 2024, Proceedings - 2024 IEEE Ural-Siberian Conference on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2024. Institute of Electrical and Electronics Engineers Inc., p. 143-146 4 p. (Proceedings - 2024 IEEE Ural-Siberian Conference on Biomedical Engineering, Radioelectronics and Information Technology, USBEREIT 2024).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

The Problem of Finding Several Given Diameter Spanning Trees of Maximum Total Weight in a Complete Graph

Gimadi, E. K. & Shtepa, A. A., 2024, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer, p. 341-348 8 p. 24. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14486 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review