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Iana S. Polonskaia
Iana S. Polonskaia
Saint Petersburg State University of Information Technologies, Mechanics and Optics
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Computer science
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Automated evolutionary approach for the design of composite machine learning pipelines
2022
Future Generation Computer Systems
Nikolay O. Nikitin
Pavel Vychuzhanin
Mikhail Sarafanov
Iana S. Polonskaia
Ilia Revin
Irina V. Barabanova
Gleb Maximov
Anna V. Kalyuzhnaya
Alexander V. Boukhanovsky
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Automated Evolutionary Design of CNN Classifiers for Object Recognition on Satellite Images
2021
Procedia Computer Science
Iana S. Polonskaia
Ilya R. Aliev
Nikolay O. Nikitin
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Multi-Objective Evolutionary Design of Composite Data-Driven Models
2021
CEC | Congress on Evolutionary Computation
Iana S. Polonskaia
Nikolay O. Nikitin
Ilia Revin
Pavel Vychuzhanin
Anna V. Kalyuzhnaya
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Automated Evolutionary Approach for the Design of Composite Machine Learning Pipelines.
2021
arXiv: Learning
Nikolay O. Nikitin
Pavel Vychuzhanin
Mikhail Sarafanov
Iana S. Polonskaia
Ilia Revin
Irina V. Barabanova
Gleb Maximov
Anna V. Kalyuzhnaya
Alexander V. Boukhanovsky
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Generative design of microfluidic channel geometry using evolutionary approach
2021
GECCO | Genetic and Evolutionary Computation Conference
Nikolay O. Nikitin
Alexander Hvatov
Iana S. Polonskaia
Anna V. Kalyuzhnaya
Georgii V. Grigorev
Xiaohao Wang
Xiang Qian
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