Haben Sie Fragen? Einfach anrufen, wir helfen gerne: Tel. 089/210233-0
oder besuchen Sie unser Ladengeschäft in der Pacellistraße 5 (Maxburg) 80333 München
+++ Versandkostenfreie Lieferung innerhalb Deutschlands
Haben Sie Fragen? Tel. 089/210233-0

Pattern Classification

106,99 €*

Sofort verfügbar, Lieferzeit: 1-3 Tage

Produktnummer: 18c6b58080401b4399bdd374056ea17bd4
Autor: Abe, Shigeo
Themengebiete: Fuzzy Fuzzy function approximation Pattern classification Performance Support Vector Machine algorithms architecture artificial intelligence classification function approximation
Veröffentlichungsdatum: 11.12.2000
EAN: 9781852333522
Sprache: Englisch
Seitenzahl: 327
Produktart: Gebunden
Verlag: Springer London
Untertitel: Neuro-fuzzy Methods and Their Comparison
Produktinformationen "Pattern Classification"
Neural networks have a learning capability but analysis of a trained network is difficult. On the other hand, extraction of fuzzy rules is difficult but once they have been extracted, it is relatively easy to analyze the fuzzy system. This book solves the above problems by developing new learning paradigms and architectures for neural networks and fuzzy systems.The book consists of two parts: Pattern Classification and Function Approximation. In the first part, based on the synthesis principle of the neural-network classifier: A new learning paradigm is discussed and classification performance and training time of the new paradigm for several real-world data sets are compared with those of the widely-used back-propagation algorithm; Fuzzy classifiers of different architectures based on fuzzy rules can be defined with hyperbox, polyhedral, or ellipsoidal regions. The book discusses the unified approach for training these fuzzy classifiers; The performance of the newly-developed fuzzy classifiers and the conventional classifiers such as nearest-neighbor classifiers and support vector machines are evaluated using several real-world data sets and their advantages and disadvantages are clarified.In the second part: Function approximation is discussed extending the discussions in the first part; Performance of the function approximators is compared.This book is aimed primarily at researchers and practitioners in the field of artificial intelligence and neural networks.

Sie möchten lieber vor Ort einkaufen?

Sie haben Fragen zu diesem oder anderen Produkten oder möchten einfach gerne analog im Laden stöbern? Wir sind gerne für Sie da und beraten Sie auch telefonisch.

Juristische Fachbuchhandlung
Georg Blendl

Parcellistraße 5 (Maxburg)
8033 München

Montag - Freitag: 8:15 -18 Uhr
Samstags geschlossen