Mikhail Sarafanov

Mikhail Sarafanov

ITMO University - Saint Petersburg / Russia
Engineering & Technology / Computer Science
AD Scientific Index ID: 4624201
Санкт-Петербургский национальный исследовательский университет информационных технологий, механики и оптики
person_outline Mikhail Sarafanov's MOST POPULAR ARTICLES
1-) A Machine Learning Approach for Remote Sensing Data Gap-Filling with Open-Source Implementation: An Example Regarding Land Surface Temperature, Surface Albedo and NDVIM Sarafanov, E Kazakov, NO Nikitin, AV KalyuzhnayaRemote Sensing 12 (23), 3865, 2020282020
2-) Automated evolutionary approach for the design of composite machine learning pipelinesNO Nikitin, P Vychuzhanin, M Sarafanov, IS Polonskaia, I Revin, ...Future Generation Computer Systems 127, 109-125, 2022122022
3-) Изменчивость ледовых условий плавания по трассам Северного морского пути за период 1997–2018 гг.ВЮ Третьяков, СВ Фролов, МИ СарафановПроблемы Арктики и Антарктики 65 (3), 328-340, 201982019
4-) Short-term river flood forecasting using composite models and automated machine learning: The case study of Lena RiverM Sarafanov, Y Borisova, M Maslyaev, I Revin, G Maximov, NO NikitinWater 13 (24), 3482, 2021122021
5-) Evolutionary automated machine learning for multi-scale decomposition and forecasting of sensor time seriesM Sarafanov, V Pokrovskii, NO Nikitin2022 IEEE Congress on Evolutionary Computation (CEC), 01-08, 202292022