Igor Bychkov

A transfer Learning-Based LSTM strategy for imputing Large-Scale consecutive missing data and its application in a water quality prediction system

Chen Zeng, Huan Xu, Peng Jiang et al. · Journal of Hydrology · 2021 · 146 citations

Environmental Monitoring, Machine Learning, Data Science +7

An intelligent management system for the development of a regional transport logistics infrastructure

Igor Bychkov, Anna Lempert, D. S. Bukharov et al. · Automation and Remote Control · 2016 · 30 citations

Operating cost and quality of service optimization for multi-vehicle-type timetabling for urban bus systems

David Peña, Andrei Tchernykh, Sergio Nesmachnow et al. · Journal of Parallel and Distributed Computing · 2018 · 30 citations

Engineering, Transportation System Management, Scheduling Problem +11

Modeling of Railway Stations Based on Queuing Networks

Igor Bychkov, Anna Lempert, Maxim Zharkov · Applied Sciences · 2021 · 30 citations · Full text

Railway Traffic, Transport Network Analysis, Engineering +23

Conceptual Model of Problem-oriented Heterogeneous Distributed Computing Environment with Multi-agent Management

Igor Bychkov, Andrei Tchernykh, Alexander Feoktistov et al. · Procedia Computer Science · 2017 · 26 citations · Full text

Semantic Grid, Engineering, Software Engineering +17