Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9375)
Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
Conference series link(s): IDEAL: International Conference on Intelligent Data Engineering and Automated Learning
Conference proceedings info: IDEAL 2015.
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Table of contents (64 papers)
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Front Matter
About this book
This book constitutes the refereed proceedings of the 16th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2015, held in Wroclaw, Poland, in October 2015.
The 64 revised full papers presented were carefully reviewed and selected from 127 submissions. These papers provided a valuable collection of recent research outcomes in data engineering and automated learning, from methodologies, frameworks, and techniques to applications. In addition to various topics such as evolutionary algorithms, neural networks, probabilistic modeling, swarm intelligent, multi-objective optimization, and practical applications in regression, classification, clustering, biological data processing, text processing, video analysis, IDEAL 2015 also featured a number of special sessions on several emerging topics such as computational intelligence for optimization of communication networks, discovering knowledge from data, simulation-driven DES-like modeling and performance evaluation, and intelligent applications in real-world problems.
Keywords
- Bioinformatics
- Data mining
- Evolutionary computation
- Machine learning
- Neural networks
- Cloud computing
- Combinatorial optimization
- Computer vision problems
- Data streams
- Distributed artificial intelligence
- Genetic algorithms
- Information retrieval
- Intrusion detection
- Multi-agent systems
- Parallel computing
- Pattern recognition
- Recommender systems
- Semantic Web
- Semi-supervised learning
- Social networks
Editors and Affiliations
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Wroclaw University of Technology, Wroclaw, Poland
Konrad Jackowski
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Department of Systems, Wroclaw University of Technology, Wroclaw, Poland
Robert Burduk
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Wroclaw Univ of Tech, Wroclaw, Poland
Krzysztof Walkowiak
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Wroclaw University of Technology, Faculty of Electronics, Wroclaw, Poland
Michal Wozniak
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School of Electrical & Electronic E, University of Manchester, Manchester, United Kingdom
Hujun Yin
Bibliographic Information
Book Title: Intelligent Data Engineering and Automated Learning – IDEAL 2015
Book Subtitle: 16th International Conference, Wroclaw, Poland, October 14-16, 2015, Proceedings
Editors: Konrad Jackowski, Robert Burduk, Krzysztof Walkowiak, Michal Wozniak, Hujun Yin
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-24834-9
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Softcover ISBN: 978-3-319-24833-2Published: 01 October 2015
eBook ISBN: 978-3-319-24834-9Published: 13 October 2015
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XX, 560
Number of Illustrations: 153 illustrations in colour
Topics: Data Mining and Knowledge Discovery, Automated Pattern Recognition, Artificial Intelligence, Algorithms, Information Storage and Retrieval, Theory of Computation