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- vol. 4, nº 1, september 2016
- Listar vol. 4, nº 1, september 2016 por autor
Listar vol. 4, nº 1, september 2016 por autor "Ettaouil, Mohamed"
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Multilayer Perceptron: Architecture Optimization and Training
Ramchoun, Hassan; Ghanou, Youssef; Ettaouil, Mohamed; Janati Idrissi, Mohammed Amine (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)The multilayer perceptron has a large wide of classification and regression applications in many fields: pattern recognition, voice and classification problems. But the architecture choice has a great impact on the convergence ... -
Solving the Weighted Constraint Satisfaction Problems Via the Neural Network Approach
Ettaouil, Mohamed; Haddouch, Khalid; Elmoutaoukil, Karim (International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 09/2016)A wide variety of real world optimization problems can be modelled as Weighted Constraint Satisfaction Problems (WCSPs). In this paper, we model this problem in terms of in original 0-1 quadratic programming subject to ...