Machine Learning and Its Applications : Advanced Lectures
Language: English
Published by Springer, Springer, 2001
- Softcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
US$ 62.70
Quantity: 1 available
Add to basketItem description from seller
Druck auf Anfrage Neuware - Printed after ordering - In recent years machine learning has made its way from artificial intelligence into areas of administration, commerce, and industry. Data mining is perhaps the most widely known demonstration of this migration, complemented by less publicized applications of machine learning like adaptive systems in industry, financial prediction, medical diagnosis and the construction of user profiles for Web browsers.This book presents the capabilities of machine learning methods and ideas on how these methods could be used to solve real-world problems. The first ten chapters assess the current state of the art of machine learning, from symbolic concept learning and conceptual clustering to case-based reasoning, neural networks, and genetic algorithms. The second part introduces the reader to innovative applications of ML techniques in fields such as data mining, knowledge discovery, human language technology, user modeling, data analysis, discovery science, agent technology, finance, etc. …
Seller Inventory # 9783540424901
- Title
- Machine Learning and Its Applications : Advanced Lectures
- Author
- Georgios Paliouras
- Publisher
- Springer, Springer
- Publication year
- 2001
- Condition
- Neu
- Binding
- Taschenbuch
- Language
- English
- ISBN 10
- 3540424903
- ISBN 13
- 9783540424901
- Item weight
- 517 grams
- Dimensions
- 235x155x19 mm
This book presents the capabilities of machine learning methods and ideas on how these methods could be used to solve real-world problems. The first ten chapters assess the current state of the art of machine learning, from symbolic concept learning and conceptual clustering to case-based reasoning, neural networks, and genetic algorithms. The second part introduces the reader to innovative applications of ML techniques in fields such as data mining, knowledge discovery, human language technology, user modeling, data analysis, discovery science, agent technology, finance, etc.
"Synopsis" may belong to another edition of this title.
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| Item | 30 to 40 business days | 7 to 14 business days |
|---|---|---|
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