El houssaine Hssayni

An adaptive Drop method for deep neural networks regularization: Estimation of DropConnect hyperparameter using generalization gap

El houssaine Hssayni, Nour‐Eddine Joudar, Mohamed Ettaouil · Knowledge-Based Systems · 2022 · 41 citations

Computing, Computer Science, Machine Learning +10

KRR-CNN: kernels redundancy reduction in convolutional neural networks

El houssaine Hssayni, Nour‐Eddine Joudar, Mohamed Ettaouil · Neural Computing and Applications · 2021 · 31 citations

Computing, Computer Engineering, Computer Science +11

A deep learning framework for time series classification using normal cloud representation and convolutional neural network optimization

El houssaine Hssayni, Nour‐Eddine Joudar, Mohamed Ettaouil · Computational Intelligence · 2022 · 24 citations

Computing, Computer Science, Feature Engineering +10

Localization and reduction of redundancy in CNN using L1-sparsity induction

El houssaine Hssayni, Nour‐Eddine Joudar, Mohamed Ettaouil · Journal of Ambient Intelligence and Humanized Computing · 2022 · 21 citations

Computing, Computer Science, Computer Vision +10

A Multi-objective Optimization Model for Redundancy Reduction in Convolutional Neural Networks

Ali Boufssasse, El houssaine Hssayni, Nour‐Eddine Joudar et al. · Neural Processing Letters · 2023 · 19 citations

Computing, Computer Engineering, Computer Science +16