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ORCIDMohamed Ettaouil
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2020 – today
- 2024
[j19]Ali Boufssasse, El houssaine Hssayni
, Nour-Eddine Joudar, Mohamed Ettaouil:
Multi-objective optimization for reducing feature maps redundancy in CNNs. Multim. Tools Appl. 83(31): 75671-75688 (2024)- 2023
- [j18]Mohamed El Alaoui, Mohamed Ettaouil:
Improving Continuous Hopfield Network Stability Using Runge-Kutta Method. Int. J. Comput. 22(1): 29-34 (2023) - [j17]El houssaine Hssayni, Nour-Eddine Joudar, Mohamed Ettaouil:
Localization and reduction of redundancy in CNN using L1-sparsity induction. J. Ambient Intell. Humaniz. Comput. 14(10): 13715-13727 (2023) - [j16]Ali Boufssasse, El houssaine Hssayni, Nour-Eddine Joudar, Mohamed Ettaouil:
A Multi-objective Optimization Model for Redundancy Reduction in Convolutional Neural Networks. Neural Process. Lett. 55(7): 9721-9741 (2023) - 2022
- [j15]El houssaine Hssayni, Nour-Eddine Joudar, Mohamed Ettaouil:
A deep learning framework for time series classification using normal cloud representation and convolutional neural network optimization. Comput. Intell. 38(6): 2056-2074 (2022) - [j14]El houssaine Hssayni, Nour-Eddine Joudar, Mohamed Ettaouil:
An adaptive Drop method for deep neural networks regularization: Estimation of DropConnect hyperparameter using generalization gap. Knowl. Based Syst. 253: 109567 (2022) - [j13]El houssaine Hssayni, Nour-Eddine Joudar, Mohamed Ettaouil:
KRR-CNN: kernels redundancy reduction in convolutional neural networks. Neural Comput. Appl. 34(3): 2443-2454 (2022) - [j12]Hassan Ramchoun, Mohamed Ettaouil:
Convergence of batch gradient algorithm with smoothing composition of group l0 and l1/2 regularization for feedforward neural networks. Prog. Artif. Intell. 11(3): 269-278 (2022) - 2021
- [j11]Yassin Masrar, Mohamed Ettaouil:
A nonlinear plane strain finite element analysis for multilayer elastomeric bearings. Appl. Math. Comput. 404: 126218 (2021) - 2020
- [j10]Hassan Ramchoun, Mohamed Ettaouil:
New prior distribution for Bayesian neural network and learning via Hamiltonian Monte Carlo. Evol. Syst. 11(4): 661-671 (2020) - [j9]Kaoutar Senhaji, Hassan Ramchoun, Mohamed Ettaouil:
Training feedforward neural network via multiobjective optimization model using non-smooth L1/2 regularization. Neurocomputing 410: 1-11 (2020)
2010 – 2019
- 2019
- [j8]Nour-Eddine Joudar, Mohamed Ettaouil:
Mathematical mixed-integer programming for solving a new optimization model of selective image restoration: modelling and resolution by CHN and GA. Circuits Syst. Signal Process. 38(5): 2072-2096 (2019) - [j7]Hassan Ramchoun, Mohammed Amine Janati Idrissi, Youssef Ghanou, Mohamed Ettaouil:
Multilayer Perceptron New Method for Selecting the Architecture Based on the Choice of Different Activation Functions. Int. J. Inf. Syst. Serv. Sect. 11(4): 21-34 (2019) - [j6]Nour-Eddine Joudar, Zakariae En-Naimani, Mohamed Ettaouil:
Using continuous Hopfield neural network for solving a new optimization architecture model of probabilistic self organizing map. Neurocomputing 344: 82-91 (2019) - [j5]Hassan Ramchoun, Mohamed Ettaouil:
Hamiltonian Monte Carlo based on evidence framework for Bayesian learning to neural network. Soft Comput. 23(13): 4815-4825 (2019) - 2018
- [j4]Fidae Harchli, Zakariae En-Naimani, Es-Safi Abdelatif, Mohamed Ettaouil:
Vector Quantization for Speech Compression by a New Version of PRSOM. Int. J. Artif. Intell. Tools 27(3): 1850013:1-1850013:18 (2018) - 2017
- [c11]Hassan Ramchoun, Mohammed Amine Janati Idrissi, Youssef Ghanou, Mohamed Ettaouil:
Multilayer Perceptron: Architecture Optimization and training with mixed activation functions. BDCA 2017: 71:1-71:6 - [c10]Nour-Eddine Joudar, Mohamed Ettaouil:
An improved model for restoring and protecting the digital images: mathematical modeling and optimization. BDCA 2017: 72:1-72:4 - 2016
- [j3]Zakariae En-Naimani, Mohamed Lazaar, Mohamed Ettaouil:
Architecture Optimization Model for the Probabilistic Self-Organizing Maps and Speech Compression. Int. J. Comput. Intell. Appl. 15(2): 1650007:1-1650007:18 (2016) - [j2]Hassan Ramchoun, Mohammed Amine Janati Idrissi, Youssef Ghanou, Mohamed Ettaouil:
Multilayer Perceptron: Architecture Optimization and Training. Int. J. Interact. Multim. Artif. Intell. 4(1): 26-30 (2016) - [j1]Khalid Haddouch, Karim Elmoutaoukil, Mohamed Ettaouil:
Solving the Weighted Constraint Satisfaction Problems Via the Neural Network Approach. Int. J. Interact. Multim. Artif. Intell. 4(1): 56-60 (2016) - [c9]Fidae Harchli, Es-Safi Abdelatif, Mohamed Ettaouil:
Original approach for reduction of high dimensionality in unsupervised learning. GOL 2016: 1-4 - [c8]Mohammed Amine Janati Idrissi, Hassan Ramchoun, Youssef Ghanou, Mohamed Ettaouil:
Genetic algorithm for neural network architecture optimization. GOL 2016: 1-4 - [c7]Kaoutar Senhaji, Karim El Moutaouakil, Mohamed Ettaouil:
Portfolio selection problem: New multicriteria approach for the mean-semivariance model. GOL 2016: 1-6 - 2015
- [c6]Zakariae En-Naimani, Mohamed Lazaar, Mohamed Ettaouil:
Architecture Optimization Model for the Probabilistic Self-organizing Maps. BDCA 2015: 8-15 - [c5]Nour-Eddine Joudar, Fidae Harchli, Es-Safi Abdelatif, Mohamed Ettaouil:
A genetic algorithm for solving a new image restoration model based on selective filtering. SITA 2015: 1-5 - 2014
- [c4]Fidae Harchli, Es-Safi Abdelatif, Mohamed Ettaouil:
Novel method to optimize the architecture of Kohonen's topological maps and clustering. GOL 2014: 8-14 - [c3]Zakariae En-Naimani, Mohamed Lazaar, Mohamed Ettaouil:
Architecture optimization model for the probabilistic self-organizing maps and classification. SITA 2014: 1-5 - [c2]R. Kaidi, Mohamed Lazaar, Mohamed Ettaouil:
Neural network apply to predict aircraft trajectory for conflict resolution. SITA 2014: 1-6
1990 – 1999
- 1997
- [c1]Mohamed Ettaouil:
A 0-1 Quadratic Knapsack Problem for Modelizing and Solving the Constaint Satisfaction Problems. EPIA 1997: 61-72
Coauthor Index
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