| A survey of forecast error measures MV Shcherbakov, A Brebels, NL Shcherbakova, AP Tyukov, TA Janovsky, ... World applied sciences journal 24 (24), 171-176, 2013 | 771 | 2013 |
| Knowledge-Based Software Engineering: 11th Joint Conference, JCKBSE 2014, Volgograd, Russia, September 17-20, 2014. Proceedings A Kravets, M Shcherbakov, M Kultsova, T Iijima Springer, 2014 | 68* | 2014 |
| Proactive and predictive maintenance of cyber-physical systems MV Shcherbakov, AV Glotov, SV Cheremisinov Cyber-Physical Systems: Advances in Design & Modelling, 263-278, 2019 | 49 | 2019 |
| Enhancing Rasa NLU model for Vietnamese chatbot TNT Mai, S Maxim International Journal of Open Information Technologies 9 (1), 31-36, 2021 | 45 | 2021 |
| Интеллектуальные системы автоматизации управления энергосбережением ВА Камаев, МВ Щербаков, А Бребельс Открытое образование, 227-231, 2011 | 44 | 2011 |
| Geospatial data generation and preprocessing tools for urban computing system development A Golubev, I Chechetkin, D Parygin, A Sokolov, M Shcherbakov Procedia Computer Science 101, 217-226, 2016 | 38 | 2016 |
| e.(2013). A survey of forecast error measures MV Shcherbakov, A Brebels, NL Shcherbakova, AP Tyukov, TA Janovsky, ... World applied sciences journal 24 (24), 171-176, 2013 | 34 | 2013 |
| A neural network based Vietnamese chatbot T Nguyen, M Shcherbakov 2018 International Conference on System Modeling & Advancement in Research …, 2018 | 33 | 2018 |
| Using connectionist systems for electric energy consumption forecasting in shopping centers VA Kamaev, MV Shcherbakov, DP Panchenko, NL Shcherbakova, ... Automation and Remote Control 73 (6), 1075-1084, 2012 | 32 | 2012 |
| A survey on routing protocols in vehicular adhoc networks SA Ahmad, M Shcherbakov 2018 9th international conference on information, intelligence, systems and …, 2018 | 31 | 2018 |
| A hybrid deep learning framework for intelligent predictive maintenance of cyber-physical systems M Shcherbakov, C Sai ACM Transactions on Cyber-Physical Systems (TCPS) 6 (2), 1-22, 2022 | 30 | 2022 |
| Strategway: web solutions for building public transportation routes using big geodata analysis A Golubev, I Chechetkin, KS Solnushkin, N Sadovnikova, D Parygin, ... Proceedings of the 17th international conference on information integration …, 2015 | 30 | 2015 |
| Применение коннективистских систем для прогнозирования потребления электроэнергии в торговых центрах ВА Камаев, МВ Щербаков, ДП Панченко, НЛ Щербакова, Б Адриаан Управление большими системами: сборник трудов, 92-109, 2010 | 29 | 2010 |
| A method and IR4I index indicating the readiness of business processes for data science solutions M Shcherbakov, PP Groumpos, A Kravets Creativity in Intelligent Technologies and Data Science: Second Conference …, 2017 | 27 | 2017 |
| Cyber-physical systems: Industry 4.0 challenges AG Kravets Springer, 2020 | 26 | 2020 |
| Outlier detection and classification in sensor data streams for proactive decision support systems MV Shcherbakov, A Brebels, NL Shcherbakova, VA Kamaev, OM Gerget, ... Journal of Physics: Conference Series 803 (1), 012143, 2017 | 25 | 2017 |
| Forecasting energy consumption with the data reliability estimatimation in the management of hybrid energy system using fuzzy decision trees MA Al-Gunaid, MV Shcherbakov, DA Skorobogatchenko, AG Kravets, ... 2016 7th International Conference on Information, Intelligence, Systems …, 2016 | 22 | 2016 |
| Lean data science research life cycle: A concept for data analysis software development M Shcherbakov, N Shcherbakova, A Brebels, T Janovsky, V Kamaev Knowledge-Based Software Engineering: 11th Joint Conference, JCKBSE 2014 …, 2014 | 22 | 2014 |
| A concept of web-based energy data quality assurance and control system A Tyukov, A Brebels, M Shcherbakov, V Kamaev Proceedings of the 14th International Conference on Information Integration …, 2012 | 19 | 2012 |
| Detection and prediction of users attitude based on real-time and batch sentiment analysis of facebook comments H Tran, M Shcherbakov Computational Social Networks: 5th International Conference, CSoNet 2016, Ho …, 2016 | 18 | 2016 |