Modified Cross-Entropy Method for Classification of Events in NILM Systems. - Ram Machlev; Yoash Levron; Yuval Beck (IEEE Trans. Smart Grid, 2019)

Readiness of Small Energy Markets and Electric Power Grids to Global Health Crises: Lessons From the COVID-19 Pandemic. - David Carmon; Aviad Navon; Ram Machlev; Juri Belikov; Yoash Levron (IEEE Access, 2020)

Storage placement policy for minimizing frequency deviation: A combinatorial optimization approach. - Ram Machlev; Nilanjan Roy Chowdhury; Juri Belikov; Yoash Levron (CoRR, 2020)

Explainable AI based Fault Detection and Diagnosis System for Air Handling Units. - Juri Belikov; Molika Meas; Ram Machlev; Ahmet Kose; Aleksei Tepljakov; Lauri Loo; Eduard Petlenkov; Yoash Levron (ICINCO, 2022)

Explainability and Transparency of Classifiers for Air-Handling Unit Faults Using Explainable Artificial Intelligence (XAI). - Molika Meas; Ram Machlev; Ahmet Kose; Aleksei Tepljakov; Lauri Loo; Yoash Levron; Eduard Petlenkov; Juri Belikov (Sensors, 2022)

Measuring Explainability and Trustworthiness of Power Quality Disturbances Classifiers Using XAI - Explainable Artificial Intelligence. - Ram Machlev; Michael Perl; Juri Belikov; Kfir Yehuda Levy; Yoash Levron (IEEE Trans. Ind. Informatics, 2022)

Leveraging Bitcoin Mining Machines in Demand-Response Mechanisms to Mitigate Ramping-Induced Transients. - Elinor Ginzburg-Ganz; Ittay Eyal; Ram Machlev; Dmitry Baimel; Leena Santosh; Juri Belikov; Yoash Levron (CoRR, 2024)

An Improved and Explainable Electricity Price Forecasting Model via SHAP-Based Error Compensation Approach. - Leena Heistrene; Juri Belikov; Dmitry Baimel; Liran Katzir 002; Ram Machlev; Kfir Levy; Shie Mannor; Yoash Levron (IEEE Trans. Artif. Intell., 2025)