This book delivers a definite and compact knowledge on how hybridization can help improving the quality of computer classification systems. In order to make readers clearly realize the knowledge of hybridization, this book primarily focuses on introducing the different levels of hybridization and illuminating what problems we will face with as dealing with such projects. In the first instance the data and knowledge incorporated in hybridization were the action points, and then a still growing up area of classifier systems known as combined classifiers was considered. This book comprises the aforementioned state-of-the-art topics and the latest research results of the author and his team from Department of Systems and Computer Networks, Wroclaw University of Technology, including as classifier based on feature space splitting, one-class classification, imbalance data, and data stream classification.
Produktkennzeichnungen
ISBN-10
3642409962
ISBN-13
9783642409967
eBay Product ID (ePID)
170262467
Produkt Hauptmerkmale
Produktart
Lehrbuch
Sprache
Englisch
Anzahl der Seiten
Xvi Seiten
Verlag
Springer-Verlag Gmbh, Springer Berlin
Publikationsname
Hybrid Classifier
Autor
Michal Wozniak
Format
Gebundene Ausgabe
Erscheinungsjahr
2013
Zusätzliche Produkteigenschaften
Hörbuch
No
Inhaltsbeschreibung
Book
Item Length
24cm
Item Height
1cm
Item Width
16cm
Nummer Innerhalb der Serie
519
Buchreihe
Studies in Computational Intelligence
Item Weight
524g
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