Ilia Revin

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

Hybrid and automated machine learning approaches for oil fields development: The case study of Volve field, North Sea

Nikolay O. Nikitin, Ilia Revin, Alexander Hvatov et al. · Computers & Geosciences · 2022 · 34 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +10

Automated machine learning approach for time series classification pipelines using evolutionary optimization

Ilia Revin, Vadim A. Potemkin, Nikita R. Balabanov et al. · Knowledge-Based Systems · 2023 · 30 citations

Evolutionary Data Mining, Engineering, Machine Learning +12

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

Induction Motor Bearing Fault Diagnosis Based on Singular Value Decomposition of the Stator Current

Y L Zhukovskiy, Aleksandra Buldysko, Ilia Revin · Energies · 2023 · 22 citations · Full text

Fault Diagnosis, Condition Monitoring, Singular Triples +12