Ilia Revin

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Evolving Multi-Agent Systems with Large Language Models: Surrogate Fitness Limitations and Empirical Insights2026
• FEDOT.MAS: Generating Multi-Agent Systems for Complex Tasks with Multi-Stage Validation2026
• One AutoML to rule them all: Unified kernel-based approach for automated time series classification, regression and forecasting2026
• Automated Evolutionary Optimization for Resource-Efficient Neural Network Training2025
• Rockburst Forecasting Using Composite Modelling for Seismic Sensors Data2025
• Automated machine learning approach for time series classification pipelines using evolutionary optimization2023
• Induction Motor Bearing Fault Diagnosis Based on Singular Value Decomposition of the Stator Current2023 · аннотациясвернуть

  Among the most widespread systems in industrial plants are automated drive systems, the key and most common element of which is the induction motor. In view of challenging operating conditions of equipment, the task of…

• Hybrid and automated machine learning approaches for oil fields development: The case study of Volve field, North Sea2022