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Hassan RAMCHOUN
Hassan RAMCHOUN
Professor of Applied Mathematics and Artificial Intelligence
Verified email at umi.ac.ma
Title
Cited by
Cited by
Year
Multilayer perceptron: Architecture optimization and training
H Ramchoun, Y Ghanou, M Ettaouil, MA Janati Idrissi
International Journal of Interactive Multimedia and Artificial Intelligence …, 2016
6632016
Genetic algorithm for neural network architecture optimization
MAJ Idrissi, H Ramchoun, Y Ghanou, M Ettaouil
2016 3rd International conference on logistics operations management (GOL), 1-4, 2016
792016
Multilayer Perceptron: Architecture Optimization and training with mixed activation functions
H Ramchoun, MAJ Idrissi, Y Ghanou, M Ettaouil
Proceedings of the 2nd international Conference on Big Data, Cloud and …, 2017
502017
New modeling of multilayer perceptron architecture optimization with regularization: an application to pattern classification
H Ramchoun, MAJ Idrissi, Y Ghanou, M Ettaouil
IAENG International Journal of Computer Science 44 (3), 261-269, 2017
392017
Training feedforward neural network via multiobjective optimization model using non-smooth L1/2 regularization
K Senhaji, H Ramchoun, M Ettaouil
Neurocomputing 410, 1-11, 2020
212020
Hamiltonian Monte Carlo based on evidence framework for Bayesian learning to neural network
H Ramchoun, M Ettaouil
Soft Computing 23, 4815-4825, 2019
72019
Multilayer perceptron new method for selecting the architecture based on the choice of different activation functions
H Ramchoun, MAJ Idrissi, Y Ghanou, M Ettaouil
International Journal of Information Systems in the Service Sector (IJISSS …, 2019
62019
Multilayer perceptron: NSGA II for a new multi-objective learning method for training and model complexity
K Senhaji, H Ramchoun, M Ettaouil
Lecture Notes in Real-Time Intelligent Systems, 154-167, 2019
62019
Convergence of batch gradient algorithm with smoothing composition of group and regularization for feedforward neural networks
H Ramchoun, M Ettaouil
Progress in Artificial Intelligence 11 (3), 269-278, 2022
22022
New prior distribution for Bayesian neural network and learning via Hamiltonian Monte Carlo
H Ramchoun, M Ettaouil
Evolving Systems 11 (4), 661-671, 2020
22020
Convergence and parameters setting of continuous Hopfield neural networks applied to image restoration problem
J Nour-eddine, R Hassan, Z En-Naimani, E Mohamed
Artificial Intelligence and Industrial Applications: Smart Operation …, 2021
12021
Enhancing CNN structure and learning through NSGA-II-based multi-objective optimization
K Elghazi, H Ramchoun, T Masrour
Evolving Systems, 1-17, 2024
2024
Sparse smooth group L0∘ L1/2 regularization method for convolutional neural networks
M Quasdane, H Ramchoun, T Masrour
Knowledge-Based Systems 284, 111327, 2024
2024
Genetic Algorithm for CNN Architecture Optimization
K Elghazi, H Ramchoun, T Masrour
International Conference on Artificial Intelligence & Industrial …, 2023
2023
Learning Sparse Fully Connected Layers in Convolutional Neural Networks
M Quasdane, H Ramchoun, T Masrour
International Conference on Artificial Intelligence & Industrial …, 2023
2023
New Prior Model for Bayesian Neural Networks Learning and Application to Classification of Tissues in Mammographic Images
H Ramchoun, M Ettaouil
Lecture Notes in Real-Time Intelligent Systems, 143-153, 2019
2019
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