Ram Machlev

According to our database, Ram Machlev authored at least 9 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

An Improved and Explainable Electricity Price Forecasting Model via SHAP-Based Error Compensation Approach.

Leena Heistrene, Juri Belikov, Dmitry Baimel, Liran Katzir, Ram Machlev, Kfir Levy, Shie Mannor, Yoash Levron

IEEE Trans. Artif. Intell., January, 2025

Improving robustness of Transformers for power quality disturbance classification via optimized relevance maps.

Itamar Kapuza, Elinor Ginzburg-Ganz, Ram Machlev, Yoash Levron

Eng. Appl. Artif. Intell., 2025

2024

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

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

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

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

Proceedings of the 19th International Conference on Informatics in Control, 2022

2020

Storage placement policy for minimizing frequency deviation: A combinatorial optimization approach.

Ram Machlev, Nilanjan Roy Chowdhury, Juri Belikov, Yoash Levron

CoRR, 2020

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

2019

Modified Cross-Entropy Method for Classification of Events in NILM Systems.

Ram Machlev, Yoash Levron, Yuval Beck

IEEE Trans. Smart Grid, 2019