Enhanced forest sound classification dataset : EFSC-24Ahmad, M.; Hassan, A.; Javed, S.; Ahmad, R.; Qazi, S.; Alam, Muhammad Mahtab2024 5th International Conference on Emerging Trends in Electrical, Electronic and Communications Engineering (ELECOM)2024 / 6 p https://doi.org/10.1109/ELECOM63163.2024.10892163

Estimating UWB positioning integrity based on ranging residualsTommingas, Mihkel; Ulp, Sander; Alam, Muhammad Mahtab; Müürsepp, Ivo; Laadung, Taavi2023 24th International Conference on Applied Electromagnetics and Communications (ICECOM)2023 / 5 p https://doi.org/10.1109/ICECOM58258.2023.10367954

Explainability and transparency of classifiers for air-handling unit faults using explainable artificial intelligence (XAI)Meas, Molika; Machlev, Ram; Köse, Ahmet; Tepljakov, Aleksei; Loo, Lauri; Levron, Yoash; Petlenkov, Eduard; Belikov, JuriSensors2022 / art. 6338 : ill https://doi.org/10.3390/s22176338 Journal metrics at Scopus Article at Scopus Journal metrics at WOS Article at WOS

Forecasting household demand-side flexibility using XGBoost for smart energy managementQadar, Rana Muhammad Arslan; Shabbir, Noman; Kütt, Lauri; Daniel, Kamran; Peterson, Kristjan; Rosin, Argo2025 IEEE 66th International Scientific Conference on Power and Electrical Engineering of Riga Technical University (RTUCON)2025 / 7 p https://doi.org/10.1109/RTUCON67996.2025.11415089

An improved and explainable electricity price forecasting model via SHAP-based error compensation approachHeistrene, Leena; Belikov, Juri; Baimel, Dmitry; Katzir, Liran; Machlev, Ram; Levy, Kfir; Mannor, Shie; Levron, YoashIEEE Transactions on Artificial Intelligence2025 / p. 159-168 https://doi.org/10.1109/TAI.2024.3455313 Journal metrics at Scopus Article at Scopus

An Improved Hybrid Lightweight Approach for Bearing Fault Detection and Classification in Three-Phase Squirrel Cage Induction MotorsKhan, Muhammad Amir; Asad, Bilal; Naseer, Muhammad Usman; Vaimann, Toomas; Kallaste, AntsMachines2026 / art. 68 https://doi.org/10.3390/machines14010068

Short-term residental DC load forecasting using extreme gradient boost (XgBoost) algorithmShabbir, Noman; Husev, Oleksandr; Daniel, Kamran; Jawad, Muhammad; Rosin, Argo; Martins, Joao2024 IEEE 18th International Conference on Compatibility, Power Electronics and Power Engineering (CPE-POWERENG)2024 / 6 p https://doi.org/10.1109/CPE-POWERENG60842.2024.10604392 Article at Scopus Article at WOS

XGBoost based day ahead solar energy generation forecasting using trends and periodicity features in historical and weather dataShabbir, Noman; Daniel, Kamran; Rosin, Argo; Raja, Hadi Ashraf; Jawad, Muhammad; Martins, Joao2025 IEEE XXXII International Conference on Electronics, Electrical Engineering and Computing (INTERCON)2025 / 6 p https://doi.org/10.1109/INTERCON67304.2025.11244700