Intelligent Data Engineering and Automated Learning -- IDEAL 2010
11th International Conference, Paisley, UK, September 1-3, 2010, Proceedings
Editors: Fyfe, C., Tino, P., Charles, D., Garcia Osorio, C.I., Yin, H. (Eds.)
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- About this book
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The IDEAL conference has become a unique, established and broad interdisciplinary forum for experts, researchers and practitioners in many fields to interact with each other and with leading academics and industries in the areas of machine learning, information processing, data mining, knowledge management, bio-informatics, neu- informatics, bio-inspired models, agents and distributed systems, and hybrid systems. This volume contains the papers presented at the 11th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2010), which was held September 1–3, 2010 in the University of the West of Scotland, on its Paisley campus, 15 kilometres from the city of Glasgow, Scotland. All submissions were strictly pe- reviewed by the Programme Committee and only the papers judged with sufficient quality and novelty were accepted and included in the proceedings. The IDEAL conferences continue to evolve and this year’s conference was no exc- tion. The conference papers cover a wide variety of topics which can be classified by technique, aim or application. The techniques include evolutionary algorithms, artificial neural networks, association rules, probabilistic modelling, agent modelling, particle swarm optimization and kernel methods. The aims include regression, classification, clustering and generic data mining. The applications include biological information processing, text processing, physical systems control, video analysis and time series analysis.
- Table of contents (47 chapters)
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Large Scale Instance Selection by Means of a Parallel Algorithm
Pages 1-12
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Typed Linear Chain Conditional Random Fields and Their Application to Intrusion Detection
Pages 13-20
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Generalized Derivative Based Kernelized Learning Vector Quantization
Pages 21-28
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Cost Optimization of a Localized Irrigation System Using Genetic Algorithms
Pages 29-36
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Dimension Reduction for Regression with Bottleneck Neural Networks
Pages 37-44
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Table of contents (47 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Intelligent Data Engineering and Automated Learning -- IDEAL 2010
- Book Subtitle
- 11th International Conference, Paisley, UK, September 1-3, 2010, Proceedings
- Editors
-
- Colin Fyfe
- Peter Tino
- Darryl Charles
- César Ignacio Garcia Osorio
- Hujun Yin
- Series Title
- Information Systems and Applications, incl. Internet/Web, and HCI
- Series Volume
- 6283
- Copyright
- 2010
- Publisher
- Springer-Verlag Berlin Heidelberg
- Copyright Holder
- Springer-Verlag Berlin Heidelberg
- eBook ISBN
- 978-3-642-15381-5
- DOI
- 10.1007/978-3-642-15381-5
- Softcover ISBN
- 978-3-642-15380-8
- Edition Number
- 1
- Number of Pages
- XVI, 398
- Number of Illustrations
- 134 b/w illustrations
- Topics
