Novel signal representation of descriptors dependency in information retrieval based on wavelet spectral analysis. - Ibtissam El Hassani; Tawfik Masrour (AICCSA, 2013)

Prediction of Industrial Process Parameters using Artificial Intelligence Algorithms. - Abdelmoula Khdoudi; Tawfik Masrour (CoRR, 2018)

Artificial Intelligence and Machine Learning to Predict and Improve Efficiency in Manufacturing Industry. - Ibtissam El Hassani; Choumicha El Mazgualdi; Tawfik Masrour (CoRR, 2019)

A dynamic configuration with a shared knowledge centre for multi-objective ant colony optimisation algorithms. - Mohamed Rhazzaf; Tawfik Masrour (Int. J. Intell. Syst. Technol. Appl., 2020)

Machine learning for KPIs prediction: a case study of the overall equipment effectiveness within the automotive industry. - Choumicha El Mazgualdi; Tawfik Masrour; Ibtissam El Hassani; Abdelmoula Khdoudi (Soft Comput., 2021)

A Learning-Based Decision Tool towards Smart Energy Optimization in the Manufacturing Process. - Choumicha El Mazgualdi; Tawfik Masrour; Noureddine Barka; Ibtissam El Hassani (Syst., 2022)

Smooth Q-Learning: An Algorithm for Independent Learners in Stochastic Cooperative Markov Games. - Elmehdi Amhraoui; Tawfik Masrour (J. Intell. Robotic Syst., 2023)

Sparse smooth group L0∘L1/2 regularization method for convolutional neural networks. - Mohamed Quasdane; Hassan Ramchoun; Tawfik Masrour (Knowl. Based Syst., 2024)

A Deep-Reinforcement-Learning-Based Digital Twin for Manufacturing Process Optimization. - Abdelmoula Khdoudi; Tawfik Masrour; Ibtissam El Hassani; Choumicha El Mazgualdi (Syst., 2024)

Expected Lenient Q-learning: a fast variant of the Lenient Q-learning algorithm for cooperative stochastic Markov games. - Elmehdi Amhraoui; Tawfik Masrour (Int. J. Mach. Learn. Cybern., 2024)

Gaussian mixture models for training Bayesian convolutional neural networks. - Bakhouya Mostafa; Hassan Ramchoun; Hadda Mohammed; Tawfik Masrour (Evol. Intell., 2024)

Adaptive partition of unity networks (APUNet): a localized deep learning method for solving PDEs. - Idriss Barbara; Tawfik Masrour; Hadda Mohammed (Evol. Syst., 2024)

Enhancing CNN structure and learning through NSGA-II-based multi-objective optimization. - Khalid Elghazi; Hassan Ramchoun; Tawfik Masrour (Evol. Syst., 2024)

Gradual task complexity scaling (GTCS-DRL): a deep reinforcement learning approach for training automated guided vehicle system. - Mohamed Rhazzaf; Tawfik Masrour (Evol. Syst., 2025)

Implicitly adaptive optimal proposal in variational inference for Bayesian learning. - Bakhouya Mostafa; Hassan Ramchoun; Hadda Mohammed; Tawfik Masrour (Int. J. Data Sci. Anal., 2025)