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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 - Taschenbuch

2010, ISBN: 364206325X

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

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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) - Taschenbuch

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… Mehr…

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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 - Taschenbuch

2010

ISBN: 364206325X

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

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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) - Taschenbuch

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 - Taschenbuch

ISBN: 9783642063251

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Details zum Buch
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)
Autor:
Titel:
ISBN-Nummer:

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.

Detailangaben zum Buch - 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
Gebundene Ausgabe
Taschenbuch
Erscheinungsjahr: 2010
Herausgeber: Springer
288 Seiten
Gewicht: 0,439 kg
Sprache: eng/Englisch

Buch in der Datenbank seit 2011-03-04T15:02:58+01:00 (Vienna)
Detailseite zuletzt geändert am 2023-12-07T17:06:22+01:00 (Vienna)
ISBN/EAN: 9783642063251

ISBN - alternative Schreibweisen:
3-642-06325-X, 978-3-642-06325-1
Alternative Schreibweisen und verwandte Suchbegriffe:
Autor des Buches: melin, castillo
Titel des Buches: neural network for pattern recognition, soft computing, hybrid, evolutionary computing, pattern recognition and neural networks, fuzzy

Daten vom Verlag:

Autor/in: Patricia Melin; Oscar Castillo
Titel: Studies in Fuzziness and Soft Computing; Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing - An Evolutionary Approach for Neural Networks and Fuzzy Systems
Verlag: Springer; Springer Berlin
272 Seiten
Erscheinungsjahr: 2010-11-30
Berlin; Heidelberg; DE
Gedruckt / Hergestellt in Niederlande.
Sprache: Englisch
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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