Iana S. Polonskaia

According to our database, Iana S. Polonskaia authored at least 5 papers between 2020 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Automated evolutionary approach for the design of composite machine learning pipelines.

Nikolay O. Nikitin, Pavel Vychuzhanin, Mikhail Sarafanov, Iana S. Polonskaia, Ilia Revin, Irina V. Barabanova, Gleb Maximov, Anna V. Kalyuzhnaya, Alexander Boukhanovsky

Future Gener. Comput. Syst., 2022

2021

Model-Agnostic Multi-objective Approach for the Evolutionary Discovery of Mathematical Models.

Alexander Hvatov, Mikhail Maslyaev, Iana S. Polonskaya, Mikhail Sarafanov, Mark Merezhnikov, Nikolay O. Nikitin

Proceedings of the Optimization, Learning Algorithms and Applications, 2021

Generative design of microfluidic channel geometry using evolutionary approach.

Nikolay O. Nikitin, Alexander Hvatov, Iana S. Polonskaia, Anna V. Kalyuzhnaya, Georgii V. Grigorev, Xiaohao Wang, Xiang Qian

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Multi-Objective Evolutionary Design of Composite Data-Driven Models.

Iana S. Polonskaia, Nikolay O. Nikitin, Ilia Revin, Pavel Vychuzhanin, Anna V. Kalyuzhnaya

Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020

The multi-objective optimisation of breakwaters using evolutionary approach.

Nikolay O. Nikitin, Iana S. Polonskaia, Anna V. Kalyuzhnaya, Alexander V. Boukhanovsky

CoRR, 2020