Overview
- Recent research on the Combination of Intelligent Methods and Applications
- Proceedings of the 2nd International Workshop, CIMA 2010, France, October 2010
- Written by leading experts in the field
Part of the book series: Smart Innovation, Systems and Technologies (SIST, volume 8)
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Table of contents (9 papers)
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Front Matter
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Back Matter
Keywords
- Combinations of Intelligent Methods
- Combinations of Intelligent Methods
- Computational Intelligence
- Computational Intelligence
- Hybrid Intelligent Methods
- Hybrid Intelligent Methods
- Hybrid Intelligent Systems
- Hybrid Intelligent Systems
- Hybrid Intelligent Techniques
- Hybrid Intelligent Techniques
- Hybrid Knowledge Representation
- Hybrid Knowledge Representation
- Integrated Intelligent Systems
- Integrated Intelligent Systems
About this book
The combination of different intelligent methods is a very active research area in Artificial Intelligence (AI). The aim is to create integrated or hybrid methods that benefit from each of their components. Some of the existing efforts combine soft computing methods either among themselves or with more traditional AI methods such as logic and rules. Another stream of efforts integrates machine learning with soft-computing or traditional AI methods. Yet another integrates agent-based approaches with logic and also non-symbolic approaches. Some of the combinations have been quite important and more extensively used, like neuro-symbolic methods, neuro-fuzzy methods and methods combining rule-based and case-based reasoning. However, there are other combinations that are still under investigation, such as those related to the Semantic Web.
The 2nd Workshop on “Combinations of Intelligent Methods and Applications” (CIMA 2010) was intended to become a forum for exchanging experience and ideas among researchers and practitioners who are dealing with combining intelligent methods either based on first principles or in the context of specific applications. CIMA 2010 was held in conjunction with the 22nd IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2010). Also, a special track was organized in ICTAI 2010, under the same title.
This volume includes revised versions of the papers presented in CIMA 2010 and one of the short papers presented in the corresponding ICTAI 2010 special track. It also includes a paper of the editors as invited.
Editors and Affiliations
Bibliographic Information
Book Title: Combinations of Intelligent Methods and Applications
Book Subtitle: Proceedings of the 2nd International Workshop, CIMA 2010, France, October 2010
Editors: Ioannis Hatzilygeroudis, Jim Prentzas
Series Title: Smart Innovation, Systems and Technologies
DOI: https://doi.org/10.1007/978-3-642-19618-8
Publisher: Springer Berlin, Heidelberg
eBook Packages: Engineering, Engineering (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer-Verlag GmbH, DE, part of Springer Nature 2011
Hardcover ISBN: 978-3-642-19617-1Published: 24 May 2012
Softcover ISBN: 978-3-642-43597-3Published: 26 January 2014
eBook ISBN: 978-3-642-19618-8Published: 29 March 2011
Series ISSN: 2190-3018
Series E-ISSN: 2190-3026
Edition Number: 1
Number of Pages: X, 170