Iana S. Polonskaia

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Active since

2020

Affiliations

Iana S. Polonskaia is an author at ITMO University specializing in automated machine learning, genetic algorithms, and genetic programming for design.

Publications per year

2020–2021

Publications

Automated evolutionary approach for the design of composite machine learning pipelines

Nikolay O. Nikitin, Pavel Vychuzhanin, Mikhail Sarafanov et al. · Future Generation Computer Systems · 2021 · 77 citations · Full text

Architecture, Computational Engineering, Computer Science +14

Structural Evolutionary Learning for Composite Classification Models

Nikolay O. Nikitin, Iana S. Polonskaia, Pavel Vychuzhanin et al. · Procedia Computer Science · 2020 · 11 citations · Full text

Computing, Computer Science, Materials Engineering +15

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