Ram Machlev

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 6

Top Topics

Fault Detection

Intelligent Systems

Absolute Deviation

Top Venues

IEEE Trans. Ind. Informatics

IEEE Trans. Smart Grid

Publications

Juri Belikov, Molika Meas, Ram Machlev, Ahmet Kose, Aleksei Tepljakov, Lauri Loo, Eduard Petlenkov, Yoash Levron
Explainable AI based Fault Detection and Diagnosis System for Air Handling Units. ICINCO (2022)
Ram Machlev, Michael Perl, Juri Belikov, Kfir Yehuda Levy, Yoash Levron
Measuring Explainability and Trustworthiness of Power Quality Disturbances Classifiers Using XAI - Explainable Artificial Intelligence. IEEE Trans. Ind. Informatics 18 (8) (2022)
Molika Meas, Ram Machlev, Ahmet Kose, Aleksei Tepljakov, Lauri Loo, Yoash Levron, Eduard Petlenkov, Juri Belikov
Explainability and Transparency of Classifiers for Air-Handling Unit Faults Using Explainable Artificial Intelligence (XAI). Sensors 22 (17) (2022)
David Carmon, Aviad Navon, Ram Machlev, Juri Belikov, Yoash Levron
Readiness of Small Energy Markets and Electric Power Grids to Global Health Crises: Lessons From the COVID-19 Pandemic. IEEE Access 8 (2020)
Ram Machlev, Nilanjan Roy Chowdhury, Juri Belikov, Yoash Levron
Storage placement policy for minimizing frequency deviation: A combinatorial optimization approach. CoRR (2020)
Ram Machlev, Yoash Levron, Yuval Beck
Modified Cross-Entropy Method for Classification of Events in NILM Systems. IEEE Trans. Smart Grid 10 (5) (2019)