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Iana Polonskaia
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Automated evolutionary approach for the design of composite machine learning pipelines
NO Nikitin, P Vychuzhanin, M Sarafanov, IS Polonskaia, I Revin, ...
Future Generation Computer Systems 127, 109-125, 2022
502022
Structural evolutionary learning for composite classification models
NO Nikitin, IS Polonskaia, P Vychuzhanin, IV Barabanova, ...
Procedia computer science 178, 414-423, 2020
142020
Evolutionary algorithms for the design of neural network classifiers for the classification of pain intensity
D Mamontov, I Polonskaia, A Skorokhod, E Semenkin, V Kessler, ...
Multimodal Pattern Recognition of Social Signals in Human-Computer …, 2019
132019
Automated evolutionary design of CNN classifiers for object recognition on satellite images
IS Polonskaia, IR Aliev, NO Nikitin
Procedia Computer Science 193, 210-219, 2021
122021
Multi-objective evolutionary design of composite data-driven models
IS Polonskaia, NO Nikitin, I Revin, P Vychuzhanin, AV Kalyuzhnaya
2021 IEEE Congress on Evolutionary Computation (CEC), 926-933, 2021
112021
The multi-objective optimisation of breakwaters using evolutionary approach
NO Nikitin, IS Polonskaia, AV Kalyuzhnaya, AV Boukhanovsky
Maritime Technology and Engineering 5 Volume 2, 767-774, 2021
62021
Generative design of microfluidic channel geometry using evolutionary approach
NO Nikitin, A Hvatov, IS Polonskaia, AV Kalyuzhnaya, GV Grigorev, ...
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2021
32021
Analysis of interaction parameter levels in interaction quality modelling for human-human conversation
A Spirina, O Vaskovskaia, T Karaseva, A Skorokhod, I Polonskaia, ...
Speech and Computer: 19th International Conference, SPECOM 2017, Hatfield …, 2017
22017
Significance of interaction parameter levels in interaction quality modelling for human-human conversation
A Spirina, A Skorokhod, T Karaseva, I Polonskaia, M Sidorov
Text, Speech, and Dialogue: 20th International Conference, TSD 2017, Prague …, 2017
12017
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