Researchers from various disciplines such as pattern recognition,
statistics, and machine learning have explored the use of ensemble
methodology since the late seventies. Thus, they are faced with a
wide variety of methods, given the growing interest in the field.
This book aims to impose a degree of order upon this diversity by
presenting a coherent and unified repository of ensemble methods,
theories, trends, challenges and applications.
The book describes in detail the classical methods, as well as
the extensions and novel approaches developed recently. Along with
algorithmic descriptions of each method, it also explains the
circumstances in which this method is applicable and the
consequences and the trade-offs incurred by using the method.
General
| Imprint: |
World Scientific Publishing Co Pte Ltd
|
| Country of origin: |
Singapore |
| Series: |
Series In Machine Perception And Artificial Intelligence, 75 |
| Release date: |
December 2009 |
| First published: |
June 2010 |
| Authors: |
Lior Rokach
|
| Dimensions: |
226 x 155 x 23mm (L x W x T) |
| Format: |
Hardcover
|
| Pages: |
244 |
| ISBN-13: |
978-981-4271-06-6 |
| Categories: |
Books >
Computing & IT >
Applications of computing >
Pattern recognition
|
| LSN: |
981-4271-06-3 |
| Barcode: |
9789814271066 |
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