Hassan Ramchoun

14 papers Journal 12Unranked 2
YearRankTypeTitle / Venue / Authors
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
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
Enhancing CNN structure and learning through NSGA-II-based multi-objective optimization.
Evol. Syst.
Khalid Elghazi, Hassan Ramchoun, 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
2022 J jnl
Convergence of batch gradient algorithm with smoothing composition of group l
Prog. Artif. Intell.
Hassan Ramchoun, Mohamed Ettaouil
2020 J jnl
New prior distribution for Bayesian neural network and learning via Hamiltonian Monte Carlo.
Evol. Syst.
Hassan Ramchoun, Mohamed Ettaouil
2020 J jnl
Training feedforward neural network via multiobjective optimization model using non-smooth L1/2 regularization.
Neurocomputing
Kaoutar Senhaji, Hassan Ramchoun, Mohamed Ettaouil
2019 J jnl
Hamiltonian Monte Carlo based on evidence framework for Bayesian learning to neural network.
Soft Comput.
Hassan Ramchoun, Mohamed Ettaouil
2019 J jnl
Multilayer Perceptron New Method for Selecting the Architecture Based on the Choice of Different Activation Functions.
Int. J. Inf. Syst. Serv. Sect.
Hassan Ramchoun, Mohammed Amine Janati Idrissi, Youssef Ghanou, Mohamed Ettaouil
2017 — conf
Multilayer Perceptron: Architecture Optimization and training with mixed activation functions.
BDCA
Hassan Ramchoun, Mohammed Amine Janati Idrissi, Youssef Ghanou, Mohamed Ettaouil
2016 — conf
Genetic algorithm for neural network architecture optimization.
GOL
Mohammed Amine Janati Idrissi, Hassan Ramchoun, Youssef Ghanou, Mohamed Ettaouil
2016 J jnl
Multilayer Perceptron: Architecture Optimization and Training.
Int. J. Interact. Multim. Artif. Intell.
Hassan Ramchoun, Mohammed Amine Janati Idrissi, Youssef Ghanou, Mohamed Ettaouil