Automatic two way synchronization between server and multiple clients for HVAC system. - Anton Tyukov; Adriaan Brebels; Maxim Shcherbakov (iiWAS, 2011)

A concept of web-based energy data quality assurance and control system. - Anton Tyukov; Adriaan Brebels; Maxim V. Shcherbakov; Valeriy A. Kamaev (iiWAS, 2012)

An On-Line and Off-Line Pipeline-Based Architecture of the System for Gaps and Outlier Detection in Energy Data Stream. - Maxim Shcherbakov; Yuri Timofeev; Alexander Saprykin; Vyacheslav Trushin; Anton Tyukov; Nataliya Shcherbakova; Valeriy A. Kamaev; Adriaan Brebels (ECBS-EERC, 2013)

Automated Electric Energy Consumption Forecasting System Based on Decision Tree Approach. - Maxim V. Shcherbakov; Valeriy A. Kamaev; Nataliya Shcherbakova (MIM, 2013)

Lean Data Science Research Life Cycle: A Concept for Data Analysis Software Development. - Maxim Shcherbakov; Nataliya Shcherbakova; Adriaan Brebels; Timur Janovsky; Valery Kamaev (JCKBSE, 2014)

Evaluation of Interaction Level between Potential Drug and Protein by Hydrogen Bond Energy Calculation. - Ekaterina Tyulkina; Pavel Vassiliev; Timur Janovsky; Maxim Shcherbakov (JCKBSE, 2014)

Strategway: web solutions for building public transportation routes using big geodata analysis. - Alexey Golubev; Ilya Chechetkin; Konstantin S. Solnushkin; Natalia Sadovnikova; Danila S. Parygin; Maxim Shcherbakov (iiWAS, 2015)

Detection and Prediction of Users Attitude Based on Real-Time and Batch Sentiment Analysis of Facebook Comments. - Hieu Tran; Maxim Shcherbakov (CSoNet, 2016)

Forecasting energy consumption with the data reliability estimatimation in the management of hybrid energy system using fuzzy decision trees. - Mohammed A. Al-Gunaid; Maxim V. Shcherbakov; Dmitry A. Skorobogatchenko; Alla G. Kravets; Valeriy A. Kamaev (IISA, 2016)

EVGEN: A framework for event generator in proactive system design. - Tran Van Phu; Maxim Shcherbakov; Tuan Anh Nguyen (IISA, 2016)

An algorithm for initial public transport network design over geospatial data. - Maxim Shcherbakov; Alexey Golubev (ISC2, 2016)

A survey of fuzzy cognitive maps forecasting methods. - Mohammed A. Al-Gunaid; Maxim V. Shcherbakov; Konstantin S. Zadiran; Alexey V. Melikov (IISA, 2017)

Energy service contract as a key factor of innovative development of budgetary organizations. - Mikhail Bednarchuk; Anton Tyukov; Timur Janovsky; Alexander Sokolov; Maxim Shcherbakov (IISA, 2017)

Supervisory model predictive on/off control of HVAC systems. - Anton Tyukov; Maxim Shcherbakov; Alexander Sokolov; Adriaan Brebels; Mohammed A. Al-Gunaid (IISA, 2017)

A Survey on Routing Protocols in Vehicular Adhoc Networks. - Sabbagh Amani Ahmad; Maxim Shcherbakov (IISA, 2018)

Time Series Analysis Sales of Sowing Crops Based on Machine Learning Methods. - Mohammed A. Al-Gunaid; Maxim V. Shcherbakov; Vladislav V. Trubitsin; Alexandr M. Shumkin (IISA, 2018)

PdM: A predictive maintenance modeling tool implemented as R-package and web-application. - Sai Van Cuong; Maxim Shcherbakov (SoICT, 2019)

A Hybrid Deep Learning Framework for Intelligent Predictive Maintenance of Cyber-physical Systems. - Maxim Shcherbakov; Sai Van Cuong (ACM Trans. Cyber Phys. Syst., 2022)