Hybrid Classifiers

Name: Hybrid Classifiers
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 9783642409967
Price: 553.26 RON
Availability: InStock

Methods of Data, Knowledge, and Classifier Combination

Autor: Michal Wozniak

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Legare: Copertă tare

Editura: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Disponibilitate: În depozitul extern

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This book delivers a definite and compact knowledge on how hybridization can help improving the qual...

Informații despre carte

Autor

Michal Wozniak

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2013

Pagini

217

EAN

9783642409967

ISBN

3642409962

Enbook ID

02076908

Editura

Springer-Verlag Berlin and Heidelberg GmbH & Co. KG

Greutate

4794

Dimensiuni

155 x 235 x 19

Descriere completă

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.§

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Hybrid Classifiers

Methods of Data, Knowledge, and Classifier Combination

Informații despre carte

Descriere completă

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