03810nam 22005775 450 991061637870332120251113210912.03-031-08266-410.1007/978-3-031-08266-5(MiAaPQ)EBC7102619(Au-PeEL)EBL7102619(CKB)24959534300041(PPN)264953681(OCoLC)1347226680(DE-He213)978-3-031-08266-5(EXLCZ)992495953430004120220930d2022 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierNew Perspectives on Hybrid Intelligent System Design based on Fuzzy Logic, Neural Networks and Metaheuristics /edited by Oscar Castillo, Patricia Melin1st ed. 2022.Cham :Springer International Publishing :Imprint: Springer,2022.1 online resource (471 pages)Studies in Computational Intelligence,1860-9503 ;1050Print version: Castillo, Oscar New Perspectives on Hybrid Intelligent System Design Based on Fuzzy Logic, Neural Networks and Metaheuristics Cham : Springer International Publishing AG,c2022 9783031082658 Includes bibliographical references.Automated Medical Diagnosis & Classification of Skin Diseases Using Efficinetnet-B0 Convolutional Neural Network -- Modular Approach for Neural Networks in medical image classi-fication with enhanced fuzzy integration -- Clustering and prediction of time series for traffic accidents using a nested layered artificial neural network model.In this book, recent developments on fuzzy logic, neural networks and optimization algorithms, as well as their hybrid combinations, are presented. In addition, the above-mentioned methods are applied to areas such as, intelligent control and robotics, pattern recognition, medical diagnosis, time series prediction and optimization of complex problems. The book contains a collection of papers focused on hybrid intelligent systems based on soft computing techniques. There are some papers with the main theme of type-1 and type-2 fuzzy logic, which basically consists of papers that propose new concepts and algorithms based on type-1 and type-2 fuzzy logic and their applications. There also some papers that offer theoretical concepts and applications of meta-heuristics in different areas. Another group of papers describe diverse applications of fuzzy logic, neural networks and hybrid intelligent systems in medical problems. There are also some papers that present theory and practice of neural networks in different areas of application. In addition, there are papers that present theory and practice of optimization and evolutionary algorithms in different areas of application. Finally, there are some papers describing applications of fuzzy logic, neural networks and meta-heuristics in pattern recognition and classification problems. .Studies in Computational Intelligence,1860-9503 ;1050Computational intelligenceArtificial intelligenceComputational IntelligenceArtificial IntelligenceComputational intelligence.Artificial intelligence.Computational Intelligence.Artificial Intelligence.060006.3Castillo OscarMelin Patricia1962-MiAaPQMiAaPQMiAaPQBOOK9910616378703321New perspectives on hybrid intelligent system design based on fuzzy logic, neural networks and metaheuristics3033715UNINA