Tawfik Masrour

18 papers C 1Journal 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Prioritized sampling for scalable neural network solutions to complex partial differential equations.
Comput. Appl. Math.
Idriss Barbara, Elmehdi Amhraoui, Tawfik Masrour, Mohammed Hadda
2026 J jnl
Variational Bayesian Gaussian Mixture Last Layer of Convolutional Neural Network.
SN Comput. Sci.
Bakhouya Mostafa, Khalid Elghazi, Hassan Ramchoun, Hadda Mohammed, Tawfik Masrour
2025 J jnl
Gradual task complexity scaling (GTCS-DRL): a deep reinforcement learning approach for training automated guided vehicle system.
Evol. Syst.
Mohamed Rhazzaf, Tawfik Masrour
2025 J jnl
Implicitly adaptive optimal proposal in variational inference for Bayesian learning.
Int. J. Data Sci. Anal.
Bakhouya Mostafa, Hassan Ramchoun, Hadda Mohammed, Tawfik Masrour
2025 J jnl
Multiobjective pruning for sparse deep neural networks: leveraging L
Clust. Comput.
Khalid Elghazi, Bakhouya Mostafa, Hassan Ramchoun, Tawfik Masrour
2024 J jnl
A Deep-Reinforcement-Learning-Based Digital Twin for Manufacturing Process Optimization.
Syst.
Abdelmoula Khdoudi, Tawfik Masrour, Ibtissam El Hassani, Choumicha El Mazgualdi
2024 J jnl
Adaptive partition of unity networks (APUNet): a localized deep learning method for solving PDEs.
Evol. Syst.
Idriss Barbara, Tawfik Masrour, Hadda Mohammed
2024 J jnl
Enhancing CNN structure and learning through NSGA-II-based multi-objective optimization.
Evol. Syst.
Khalid Elghazi, Hassan Ramchoun, Tawfik Masrour
2024 J jnl
Expected Lenient Q-learning: a fast variant of the Lenient Q-learning algorithm for cooperative stochastic Markov games.
Int. J. Mach. Learn. Cybern.
Elmehdi Amhraoui, Tawfik Masrour
2024 J jnl
Gaussian mixture models for training Bayesian convolutional neural networks.
Evol. Intell.
Bakhouya Mostafa, Hassan Ramchoun, Hadda Mohammed, Tawfik Masrour
2024 J jnl
Sparse smooth group L0∘L1/2 regularization method for convolutional neural networks.
Knowl. Based Syst.
Mohamed Quasdane, Hassan Ramchoun, Tawfik Masrour
2023 J jnl
Smooth Q-Learning: An Algorithm for Independent Learners in Stochastic Cooperative Markov Games.
J. Intell. Robotic Syst.
Elmehdi Amhraoui, Tawfik Masrour
2022 J jnl
A Learning-Based Decision Tool towards Smart Energy Optimization in the Manufacturing Process.
Syst.
Choumicha El Mazgualdi, Tawfik Masrour, Noureddine Barka, Ibtissam El Hassani
2021 J jnl
Machine learning for KPIs prediction: a case study of the overall equipment effectiveness within the automotive industry.
Soft Comput.
Choumicha El Mazgualdi, Tawfik Masrour, Ibtissam El Hassani, Abdelmoula Khdoudi
2020 J jnl
A dynamic configuration with a shared knowledge centre for multi-objective ant colony optimisation algorithms.
Int. J. Intell. Syst. Technol. Appl.
Mohamed Rhazzaf, Tawfik Masrour
2019 J jnl
Artificial Intelligence and Machine Learning to Predict and Improve Efficiency in Manufacturing Industry.
CoRR
Ibtissam El Hassani, Choumicha El Mazgualdi, Tawfik Masrour
2018 J jnl
Prediction of Industrial Process Parameters using Artificial Intelligence Algorithms.
CoRR
Abdelmoula Khdoudi, Tawfik Masrour
2013 C conf
Novel signal representation of descriptors dependency in information retrieval based on wavelet spectral analysis.
AICCSA
Ibtissam El Hassani, Tawfik Masrour