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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-) Automated evolutionary approach for the design of composite machine learning pipelines Future Generation Computer Systems 127, 109-125, 2022
2-) 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 Sensing 12 (23), 3865, 2020
3-) Short-term river flood forecasting using composite models and automated machine learning: The case study of Lena River Water 13 (24), 3482, 2021
4-) Изменчивость ледовых условий плавания по трассам Северного морского пути за период 1997–2018 гг. Проблемы Арктики и Антарктики 65 (3), 328-340, 2019
5-) Evolutionary automated machine learning for multi-scale decomposition and forecasting of sensor time series 2022 IEEE Congress on Evolutionary Computation (CEC), 01-08, 2022