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)

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

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)