Ilia Revin - Publications, H-index & Citations

Ilia Revin

ITMO University

6H指数

14论文数

194被引数

收录论文 5

发表时间

Integration of evolutionary automated machine learning with structural sensitivity analysis for composite pipelines 集成进化自动机器学习与复合管道的结构灵敏度分析

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-10-01

OAAI

Nikitin, Nikolay O.; Pinchuk, Maiia; Pokrovskii, Valerii; Shevchenko, Peter; Getmanov, Andrey; Aksenkin, Yaroslav; Revin, Ilia; Stebenkov, Andrey; Latypov, Vladimir; Poslavskaya, Ekaterina; V. Kalyuzhnaya, Anna

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

KNOWLEDGE-BASED SYSTEMS

IF7.6

2023-05-01

PREAI

Revin, Ilia; Potemkin, Vadim A.; Balabanov, Nikita R.; Nikitin, Nikolay O.

Hybrid and automated machine learning approaches for oil fields development: The case study of Volve field, North Sea 油田开发的混合和自动机器学习方法: 北海Volve油田的案例研究

COMPUTERS & GEOSCIENCES

IF4.4

2022-04-01

OAAI

Nikitin, Nikolay O. O.; Revin, Ilia; Hvatov, Alexander; Vychuzhanin, Pavel; Kalyuzhnaya, Anna, V

Automated evolutionary approach for the design of composite machine learning pipelines 用于设计复合机器学习管道的自动进化方法

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2022-02-01

OAAI

Nikitin, Nikolay O.; Vychuzhanin, Pavel; Sarafanov, Mikhail; Polonskaia, Iana S.; Revin, Ilia; V. Barabanova, Irina; Maximov, Gleb; Kalyuzhnaya, Anna, V; Boukhanovsky, Alexander

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

WATER

IF3

2021-12-07

OAAI

Sarafanov, Mikhail; Borisova, Yulia; Maslyaev, Mikhail; Revin, Ilia; Maximov, Gleb; Nikitin, Nikolay O.

研究方向