Mikhail Sarafanov

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 8

Top Topics

Machine Learning

Dynamic Time Warping

Top Venues

Future Gener. Comput. Syst.

Publications

Mikhail Sarafanov, Valerii Pokrovskii, Nikolay O. Nikitin
Evolutionary Automated Machine Learning for Multi-Scale Decomposition and Forecasting of Sensor Time Series. CEC (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. Future Gener. Comput. Syst. 127 (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)
Alexander Hvatov, Mikhail Maslyaev, Iana S. Polonskaya, Mikhail Sarafanov, Mark Merezhnikov, Nikolay O. Nikitin
Model-Agnostic Multi-objective Approach for the Evolutionary Discovery of Mathematical Models. OL2A (2021)
Mikhail Sarafanov, Nikolay O. Nikitin, Anna V. Kalyuzhnaya
Automated data-driven approach for gap filling in the time series using evolutionary learning. CoRR (2021)
Alexander Hvatov, Mikhail Maslyaev, Iana S. Polonskaya, Mikhail Sarafanov, Mark Merezhnikov, Nikolay O. Nikitin
Model-agnostic multi-objective approach for the evolutionary discovery of mathematical models. CoRR (2021)
Mikhail Sarafanov, Nikolay O. Nikitin, Anna V. Kalyuzhnaya
Automated Data-Driven Approach for Gap Filling in the Time Series Using Evolutionary Learning. SOCO (2021)
Mikhail Sarafanov, Eduard Kazakov, Nikolay O. Nikitin, Anna V. Kalyuzhnaya
A Machine Learning Approach for Remote Sensing Data Gap-Filling with Open-Source Implementation: An Example Regarding Land Surface Temperature, Surface Albedo and NDVI. Remote. Sens. 12 (23) (2020)