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Titlebook: Hybrid Intelligent Systems Based on Extensions of Fuzzy Logic, Neural Networks and Metaheuristics; Oscar Castillo,Patricia Melin Book 2023

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Convolutional Neural Networks for Multiclass Classification of Maskstract features. These images are entered into a convolutional neural network, where they are classified into the use of masks, non-use of masks or incorrect use of masks. The proposed model achieved an accuracy of 99.6865% on the test data improving the percentage compared to other authors.
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Performance Comparative of Surrogate Models as Fitness Functions for Metaheuristic Algorithmss. The main idea is to have a faster function that can guide an optimization solver with a minimum error or difference against the original fitness function. In this work, several surrogated models are constructed and compared in the context of a heuristic optimization solver to analyze their performance as fitness functions.
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Comparison of the Effect of Parameter Adaptation in Bio-inspired CS Algorithm Using Type-2 Fuzzy Log can be configured in the CS algorithm are Pa, Alpha, and Beta, so far, the Alpha algorithm has represented the best results to find the equilibrium in the algorithm, this parameter is related to the scale factor of the problem.
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Spin Injection, Spin Transport and Spin Transfer,lly >40% for the transition metal ferromagnets (Soulen et al. 1998; Upadhyay et al. 1998), since the electrical conductivity of its majority (spin up) electrons differs significantly from that of its minority spin (spin down) electrons.
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