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Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing : An Evolutionary Approach for Neural Networks and Fuzzy Systems - Oscar Castillo
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Oscar Castillo:

Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing : An Evolutionary Approach for Neural Networks and Fuzzy Systems - Livro de bolso

2010, ISBN: 364206325X

[EAN: 9783642063251], Neubuch, [SC: 0.0], [PU: Springer Berlin Heidelberg], ARCHITECTURE; ARTIFICIALINTELLIGENCE; COMPLEXITY; COMPUTER; COMPUTERVISION; FUZZYSYSTEM; FUZZYSYSTEMS; GENETICA… mais…

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Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing: An Evolutionary Approach for Neural Networks and Fuzzy Systems (Studies in Fuzziness and Soft Computing, Band 172) - Melin, Patricia
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Melin, Patricia:

Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing: An Evolutionary Approach for Neural Networks and Fuzzy Systems (Studies in Fuzziness and Soft Computing, Band 172) - Livro de bolso

2010, ISBN: 9783642063251

Mitwirkende: Castillo, Oscar, Springer, Taschenbuch, Auflage: Softcover reprint of hardcover 1st ed. 2005, 288 Seiten, Publiziert: 2010-11-30T00:00:01Z, Produktgruppe: Buch, Hersteller-Nr… mais…

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Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing An Evolutionary Approach for Neural Networks and Fuzzy Systems - Castillo, Oscar; Melin, Patricia
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Castillo, Oscar; Melin, Patricia:
Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing An Evolutionary Approach for Neural Networks and Fuzzy Systems - Livro de bolso

2010

ISBN: 364206325X

Edição encadernada

Softcover reprint of hardcover 1st ed. 2005 Kartoniert / Broschiert Mathematik für Ingenieure, Elektronik, Theoretische Informatik, Künstliche Intelligenz, Mustererkennung, Digitale Sig… mais…

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Melin, Patricia:
Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing: An Evolutionary Approach for Neural Networks and Fuzzy Systems (Studies in Fuzziness and Soft Computing, 172) - Livro de bolso

ISBN: 9783642063251

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Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing : An Evolutionary Approach for Neural Networks and Fuzzy Systems - Melin, Patricia
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Melin, Patricia:
Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing : An Evolutionary Approach for Neural Networks and Fuzzy Systems - Livro de bolso

ISBN: 9783642063251

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Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing: An Evolutionary Approach for Neural Networks and Fuzzy Systems (Studies in Fuzziness and Soft Computing, Band 172)
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Título:
Número ISBN:

9783642063251


This monograph describes new methods for intelligent pattern recognition using soft computing techniques including neural networks, fuzzy logic, and genetic algorithms. Hybrid intelligent systems that combine several soft computing techniques are needed due to the complexity of pattern recognition problems. Hybrid intelligent systems can have different architectures, which have an impact on the efficiency and accuracy of pattern recognition systems, to achieve the ultimate goal of pattern recognition. This book also shows results of the application of hybrid intelligent systems to real-world problems of face, fingerprint, and voice recognition. This monograph is intended to be a major reference for scientists and engineers applying new computational and mathematical tools to intelligent pattern recognition and can be also used as a textbook for graduate courses in soft computing, intelligent pattern recognition, computer vision, or applied artificial intelligence.

Dados detalhados do livro - Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing: An Evolutionary Approach for Neural Networks and Fuzzy Systems (Studies in Fuzziness and Soft Computing, Band 172)


EAN (ISBN-13): 9783642063251
ISBN (ISBN-10): 364206325X
Livro de capa dura
Livro de bolso
Ano de publicação: 2010
Editor/Editora: Springer
288 Páginas
Peso: 0,439 kg
Língua: eng/Englisch

Livro na base de dados desde 2011-03-04T14:02:58+00:00 (Lisbon)
Página de detalhes modificada pela última vez em 2023-12-07T16:06:22+00:00 (Lisbon)
Número ISBN/EAN: 9783642063251

Número ISBN - Ortografia alternativa:
3-642-06325-X, 978-3-642-06325-1
Ortografia alternativa e termos de pesquisa relacionados:
Autor do livro: melin, castillo
Título do livro: neural network for pattern recognition, soft computing, hybrid, evolutionary computing, pattern recognition and neural networks, fuzzy

Dados da editora

Autor: Patricia Melin; Oscar Castillo
Título: Studies in Fuzziness and Soft Computing; Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing - An Evolutionary Approach for Neural Networks and Fuzzy Systems
Editora: Springer; Springer Berlin
272 Páginas
Ano de publicação: 2010-11-30
Berlin; Heidelberg; DE
Impresso / Feito em
Língua: Inglês
106,99 € (DE)
109,99 € (AT)
118,00 CHF (CH)
POD
XIV, 272 p.

BC; Hardcover, Softcover / Informatik, EDV/Informatik; Theoretische Informatik; Verstehen; algorithm; algorithms; architecture; artificial intelligence; complexity; computer; computer vision; fuzzy; fuzzy system; fuzzy systems; genetic algorithms; intelligence; intelligent systems; logic; optimization; Theory of Computation; Mathematical and Computational Engineering Applications; Automated Pattern Recognition; Artificial Intelligence; Control, Robotics, Automation; Signal, Speech and Image Processing; Mathematik für Ingenieure; Mustererkennung; Künstliche Intelligenz; Regelungstechnik; Elektronik; Digitale Signalverarbeitung (DSP); BB; EA

Introduction to Pattern Recognition with Intelligent Systems.- Type-1 Fuzzy Logic.- Type-2 Fuzzy Logic and Intuitionistic Fuzzy Logic.- Supervised Neural Networks.- Unsupervised Neural Networks.- Modular Neural Networks.- Evolutionary Computing for Architecture Optimization.- Clustering with Intelligent Techniques.- Face Recognition with Modular Neural Networks and Fuzzy Measures.- Fingerprint Recognition with Modular Neural Networks and Fuzzy Measures.- Voice Recognition with Neural Networks and Genetic Algorithms.- Human Recognition Using Face, Fingerprint and Voice.
Describes the use of soft computing techniques for achieving pattern recognition in real-world applications Shows results of the application of hybrid intelligent systems to real-world problems of face, fingerprint, and voice recognition
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