Ilia Revin

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 9

Top Topics

Technological Advancements

Future Development

Machine Learning

Top Venues

Future Gener. Comput. Syst.

Comput. Geosci.

Publications

Ilia Revin, Vadim A. Potemkin, Nikita R. Balabanov, Nikolay O. Nikitin
Automated machine learning approach for time series classification pipelines using evolutionary optimization. Knowl. Based Syst. 268 (2023)
Ilia Revin
Composite model of seismic monitoring data analysis during mining operations on the example of the Kukisvumchorrskoye deposit of JSC Apatit. CoRR (2023)
Nikolay O. Nikitin, Maiia Pinchuk, Valerii Pokrovskii, Peter Shevchenko, Andrey Getmanov, Yaroslav Aksenkin, Ilia Revin, Andrey Stebenkov, Ekaterina Poslavskaya, Anna V. Kalyuzhnaya
Integration Of Evolutionary Automated Machine Learning With Structural Sensitivity Analysis For Composite Pipelines. CoRR (2023)
Nikolay O. Nikitin, Pavel Vychuzhanin, Mikhail Sarafanov, Iana S. Polonskaia, Ilia Revin, Irina V. Barabanova, Gleb Maximov, Anna V. Kalyuzhnaya, Alexander Boukhanovsky
Automated evolutionary approach for the design of composite machine learning pipelines. Future Gener. Comput. Syst. 127 (2022)
Nikolay O. Nikitin, Ilia Revin, Alexander Hvatov, Pavel Vychuzhanin, Anna V. Kalyuzhnaya
Hybrid and automated machine learning approaches for oil fields development: The case study of Volve field, North Sea. Comput. Geosci. 161 (2022)
Nikolay O. Nikitin, Pavel Vychuzhanin, Mikhail Sarafanov, Iana S. Polonskaia, Ilia Revin, Irina V. Barabanova, Gleb Maximov, Anna V. Kalyuzhnaya, Alexander Boukhanovsky
Automated Evolutionary Approach for the Design of Composite Machine Learning Pipelines. CoRR (2021)
Nikolay O. Nikitin, Ilia Revin, Alexander Hvatov, Pavel Vychuzhanin, Anna V. Kalyuzhnaya
Hybrid and Automated Machine Learning Approaches for Oil Fields Development: the Case Study of Volve Field, North Sea. CoRR (2021)
Iana S. Polonskaia, Nikolay O. Nikitin, Ilia Revin, Pavel Vychuzhanin, Anna V. Kalyuzhnaya
Multi-Objective Evolutionary Design of Composite Data-Driven Models. CoRR (2021)
Iana S. Polonskaia, Nikolay O. Nikitin, Ilia Revin, Pavel Vychuzhanin, Anna V. Kalyuzhnaya
Multi-Objective Evolutionary Design of Composite Data-Driven Models. CEC (2021)