Mikhail Sarafanov

A Machine Learning Approach for Remote Sensing Data Gap-Filling with Open-Source Implementation: An Example Regarding Land Surface Temperature, Surface Albedo and NDVI

Mikhail Sarafanov, Eduard Kazakov, Nikolay O. Nikitin et al. · Remote Sensing · 2020 · 81 citations · Full text

Earth Observation, Environmental Monitoring, Machine Learning +19

Automated evolutionary approach for the design of composite machine learning pipelines

Nikolay O. Nikitin, Pavel Vychuzhanin, Mikhail Sarafanov et al. · Future Generation Computer Systems · 2021 · 71 citations · Full text

Artificial Intelligence, Evolving Neural Network, Engineering +11

Short-Term River Flood Forecasting Using Composite Models and Automated Machine Learning: The Case Study of Lena River

Mikhail Sarafanov, Yulia Borisova, Mikhail Maslyaev et al. · Water · 2021 · 22 citations · Full text

Engineering, Machine Learning, Flood Control +20

The variability of ice conditions along the Northern sea route for the period 1997–2018

Victor Tretyakov, Mikhail Sarafanov · Arctic and Antarctic Research · 2019 · 11 citations · Full text