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Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing : An Evolutionary Approach for Neural Networks and Fuzzy Systems - Patricia Melin
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Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing : An Evolutionary Approach for Neural Networks and Fuzzy Systems - gebonden uitgave, pocketboek

2005, ISBN: 3540241213

[EAN: 9783540241218], Neubuch, [PU: Berlin Springer Berlin Heidelberg Springer Mrz 2005], ALGORITHM, ALGORITHMS, ARCHITECTURE, ARTIFICIAL INTELLIGENCE, COMPLEXITY, COMPUTER, COMPUTER VISI… Meer...

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

Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing An Evolutionary Approach for Neural Networks and Fuzzy Systems - gebonden uitgave, pocketboek

2005, ISBN: 3540241213

2005 Gebundene Ausgabe Mustererkennung, Mathematik / Technik, Ingenieurwissenschaften, Handwerk, Elektrogerät, Elektronik / Gerät, Roboter - Robotik - Industrieroboter, Mathematik / Inf… Meer...

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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, 172, Band 172) - Melin, Patricia, Castillo, Oscar
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Melin, Patricia, Castillo, Oscar:
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, Band 172) - gebonden uitgave, pocketboek

2005

ISBN: 9783540241218

Springer, Gebundene Ausgabe, Auflage: 2005, 286 Seiten, Publiziert: 2005-03-08T00:00:01Z, Produktgruppe: Buch, Hersteller-Nr.: 200 black & white illustrations, 150 bla, 2.89 kg, Informati… Meer...

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

2005, ISBN: 9783540241218

[ED: Hardcover], [PU: Springer Berlin], Gebundene Ausgabe wie oben abgebildet. Einwandfreier neuwertiger Gesamtzustand. Versand als schneller und sicherer Maxibrief., DE, [SC: 2.90], wie … Meer...

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Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing - Patricia Melin/ Oscar Castillo
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Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing - gebonden uitgave, pocketboek

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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, 172, Band 172)
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ISBN:

9783540241218


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. TOC: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.

Gedetalleerde informatie over het boek. - 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, Band 172)


EAN (ISBN-13): 9783540241218
ISBN (ISBN-10): 3540241213
Gebonden uitgave
Verschijningsjaar: 2005
Uitgever: Springer

Boek bevindt zich in het datenbestand sinds 2007-06-04T07:07:19+02:00 (Amsterdam)
Detailpagina laatst gewijzigd op 2023-07-04T21:09:08+02:00 (Amsterdam)
ISBN/EAN: 9783540241218

ISBN - alternatieve schrijfwijzen:
3-540-24121-3, 978-3-540-24121-8
alternatieve schrijfwijzen en verwante zoekwoorden:
Auteur van het boek: melin, castillo, patricia
Titel van het boek: patterns, hybrid intelligent systems, pattern recognition using neural networks, fuzzy systems, soft computing, neural network for pattern recognition, evolutionary computing, pattern recognition and neural networks

Gegevens van de uitgever

Auteur: 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
Uitgeverij: Springer; Springer Berlin
272 Bladzijden
Verschijningsjaar: 2005-03-08
Berlin; Heidelberg; DE
Taal: Engels
106,99 € (DE)
109,99 € (AT)
118,00 CHF (CH)
Available
XIV, 272 p.

BB; Hardcover, Softcover / Informatik, EDV/Informatik; Theoretische Informatik; Verstehen; Informatik; 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); BC

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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