عنوان

Hybrid classifiers :

(Number (ISBN

3642409970 (electronic bk.)

(Number (ISBN

9783642409974 (electronic bk.)

Erroneous ISBN

9783642409967

Number

b435174

Title Proper

Hybrid classifiers :

General Material Designation

[Book]

Other Title Information

methods of data, knowledge, and classifier combination /

First Statement of Responsibility

Michał Woźniak

Specific Material Designation and Extent of Item

1 online resource (xvi, 217 pages) :

Other Physical Details

illustrations

Series Title

Studies in Computational Intelligence,

Volume Designation

v.519

ISSN of Series

1860-949X ;

Text of Note

Includes bibliographical references and index

Text of Note

Data and knowledge hybridization -- Classifier hybridization -- Chosen applications of hybrid classifiers -- Conclusions

0

Text of Note

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

Machine learning

Artificial Intelligence (incl. Robotics)

Computational Intelligence

Engineering

COM004000

UYQ

Number

Edition

Class number

Woźniak, Michał

Ohio Library and Information Network

Date of Transaction

20150609114005.0

Cataloguing Rules (Descriptive Conventions))

pn

Electronic name

[Book]

Y