Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 3734)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Conference series link(s): ALT: International Conference on Algorithmic Learning Theory
Conference proceedings info: ALT 2005.
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Table of contents (36 papers)
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Front Matter
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Editors’ Introduction
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Invited Papers
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Kernel-Based Learning
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PAC-Learning
Keywords
- Support Vector Machine
- algorithmic learning
- algorithms
- artificial intelligence
- automata
- autonom
- classification
- complexity
- computational learning
- forecasting
- inductive inference
- kernel-based learning
- machine learning
- online learning
- query learning
- algorithm analysis and problem complexity
Editors and Affiliations
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School of Computing, National University of Singapore, Singapore
Sanjay Jain
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Ruhr-Universität Bochum, Germany
Hans Ulrich Simon
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Department of Information and Communication Engineering, Faculty of Electro-Communications, The University of Electro-Communications, Tokyo, Japan
Etsuji Tomita
Bibliographic Information
Book Title: Algorithmic Learning Theory
Book Subtitle: 16th International Conference, ALT 2005, Singapore, October 8-11, 2005, Proceedings
Editors: Sanjay Jain, Hans Ulrich Simon, Etsuji Tomita
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/11564089
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2005
Softcover ISBN: 978-3-540-29242-5Published: 26 September 2005
eBook ISBN: 978-3-540-31696-1Published: 11 October 2005
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XII, 491
Topics: Artificial Intelligence, Theory of Computation, Algorithms, Formal Languages and Automata Theory, Natural Language Processing (NLP)