Support Vector Machines for Pattern Classification - Info and Reading Options
By Shigeo Abe
"Support Vector Machines for Pattern Classification" was published by Springer London, Limited in 2005 - London and the language of the book is English.
“Support Vector Machines for Pattern Classification” Metadata:
- Title: ➤ Support Vector Machines for Pattern Classification
- Author: Shigeo Abe
- Language: English
- Publisher: Springer London, Limited
- Publish Date: 2005
- Publish Location: London
Edition Specifications:
- Pagination: xiv, 344
Edition Identifiers:
- The Open Library ID: OL37089540M - OL20708644W
- ISBN-13: 9781846282195
- All ISBNs: 9781846282195
AI-generated Review of “Support Vector Machines for Pattern Classification”:
"Support Vector Machines for Pattern Classification" Description:
Open Data:
Support vector machines (SVMs), were originally formulated for two-class classification problems, and have been accepted as a powerful tool for developing pattern classification and function approximations systems. This book provides a unique perspective of the state of the art in SVMs by taking the only approach that focuses on classification rather than covering the theoretical aspects. The book clarifies the characteristics of two-class SVMs through their extensive analysis, presents various useful architectures for multiclass classification and function approximation problems, and discusses kernel methods for improving generalization ability of conventional neural networks and fuzzy systems. Ample illustrations, examples and computer experiments are included to help readers understand the new ideas and their usefulness. This book supplies a comprehensive resource for the use of SVMs in pattern classification and will be invaluable reading for researchers, developers & students in academia and industry
Read “Support Vector Machines for Pattern Classification”:
Read “Support Vector Machines for Pattern Classification” by choosing from the options below.
Search for “Support Vector Machines for Pattern Classification” downloads:
Visit our Downloads Search page to see if downloads are available.
Find “Support Vector Machines for Pattern Classification” in Libraries Near You:
Read or borrow “Support Vector Machines for Pattern Classification” from your local library.
- The WorldCat Libraries Catalog: Find a copy of “Support Vector Machines for Pattern Classification” at a library near you.
Buy “Support Vector Machines for Pattern Classification” online:
Shop for “Support Vector Machines for Pattern Classification” on popular online marketplaces.
- Ebay: New and used books.