Hybrid Classifiers: Methods of Data, Knowledge, and Classifier Combination: 519 (Studies in Computational Intelligence) - Tapa dura

Wozniak, Michal

 
9783642409967: Hybrid Classifiers: Methods of Data, Knowledge, and Classifier Combination: 519 (Studies in Computational Intelligence)
Tapa dura
ISBN 10: 3642409962 ISBN 13: 9783642409967
Editorial: Springer, 2013

Sinopsis

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.

"Sinopsis" puede pertenecer a otra edición de este libro.

De la contraportada

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.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2013
Idioma
Inglés
ISBN 10 
3642409962
ISBN 13 
9783642409967
Encuadernación
Tapa dura
Número de páginas
236
Contacto del fabricante
no disponible
Persona responsable
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

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Hamburg
Alemania

Otras ediciones populares con el mismo título

9783662523049: Hybrid Classifiers: Methods of Data, Knowledge, and Classifier Combination: 519 (Studies in Computational Intelligence)

Edición Destacada

ISBN 10:  3662523043 ISBN 13:  9783662523049
Editorial: Springer, 2016
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