Hakim Ghezzaz

Deep understanding in industrial processes by complementing human expertise with interpretable patterns of machine learning

Ahmed Ragab, Mohamed El Koujok, Hakim Ghezzaz et al. · Expert Systems with Applications · 2019 · 41 citations

Artificial Intelligence, Engineering, Machine Learning +7

A Multiagent-Based Methodology for Known and Novel Faults Diagnosis in Industrial Processes

Mohamed El Koujok, Ahmed Ragab, Hakim Ghezzaz et al. · IEEE Transactions on Industrial Informatics · 2020 · 31 citations

Fault Diagnosis, Engineering, Machine Learning +24

Decision fusion for reliable fault classification in energy-intensive process industries

Ahmed Ragab, Hakim Ghezzaz, Mouloud Amazouz · Computers in Industry · 2022 · 23 citations

Decision Fusion, Fault Diagnosis, Reliability Engineering +13

Adaptive prognostics in a controlled energy conversion process based on long- and short-term predictors

Moncef Soualhi, Mohamed El Koujok, Khanh T.P. Nguyen et al. · Applied Energy · 2020 · 14 citations

Energy Control, Engineering, Energy Efficiency +11

Learn-to-supervise: Causal reinforcement learning for high-level control in industrial processes

Karim Nadim, Mohamed-Salah Ouali, Hakim Ghezzaz et al. · Engineering Applications of Artificial Intelligence · 2023 · 13 citations