Editors:
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 2049)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
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Table of contents (21 chapters)
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Front Matter
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Methods
About this book
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.
Editors and Affiliations
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National Centre for Scientific Research “Demokritos”, Institute of Informatics and Telecommunications, Athens, Greece
Georgios Paliouras, Vangelis Karkaletsis, Constantine D. Spyropoulos
Bibliographic Information
Book Title: Machine Learning and Its Applications
Book Subtitle: Advanced Lectures
Editors: Georgios Paliouras, Vangelis Karkaletsis, Constantine D. Spyropoulos
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/3-540-44673-7
Publisher: Springer Berlin, Heidelberg
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eBook Packages: Springer Book Archive
Copyright Information: Springer-Verlag Berlin Heidelberg 2001
Softcover ISBN: 978-3-540-42490-1Published: 01 August 2001
eBook ISBN: 978-3-540-44673-6Published: 29 June 2003
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: VIII, 324
Topics: Artificial Intelligence, Information Storage and Retrieval, Database Management, IT in Business, User Interfaces and Human Computer Interaction, Mathematical Logic and Formal Languages