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151215 ||| eng |
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|a 9783319248349
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| 100 |
1 |
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|a Jackowski, Konrad
|e [editor]
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| 245 |
0 |
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|a Intelligent Data Engineering and Automated Learning – IDEAL 2015
|h Elektronische Ressource
|b 16th International Conference, Wroclaw, Poland, October 14-16, 2015, Proceedings
|c edited by Konrad Jackowski, Robert Burduk, Krzysztof Walkowiak, Michal Wozniak, Hujun Yin
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| 250 |
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|a 1st ed. 2015
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| 260 |
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|a Cham
|b Springer International Publishing
|c 2015, 2015
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| 300 |
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|a XX, 560 p. 153 illus. in color
|b online resource
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| 505 |
0 |
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|a 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 -- Computational intelligence for optimization of communication networks -- Discovering knowledge from data -- Simulation-driven DES-like modeling and performance evaluation -- Intelligent applications in real-world problems
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| 653 |
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|a Pattern recognition systems
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| 653 |
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|a Data Mining and Knowledge Discovery
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| 653 |
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|a Artificial intelligence
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| 653 |
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|a Computer science
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| 653 |
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|a Information storage and retrieval systems
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| 653 |
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|a Theory of Computation
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| 653 |
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|a Artificial Intelligence
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| 653 |
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|a Algorithms
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| 653 |
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|a Data mining
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| 653 |
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|a Information Storage and Retrieval
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| 653 |
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|a Automated Pattern Recognition
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| 700 |
1 |
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|a Burduk, Robert
|e [editor]
|
| 700 |
1 |
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|a Walkowiak, Krzysztof
|e [editor]
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| 700 |
1 |
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|a Wozniak, Michal
|e [editor]
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| 041 |
0 |
7 |
|a eng
|2 ISO 639-2
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| 989 |
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|b Springer
|a Springer eBooks 2005-
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| 490 |
0 |
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|a Information Systems and Applications, incl. Internet/Web, and HCI
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| 028 |
5 |
0 |
|a 10.1007/978-3-319-24834-9
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| 856 |
4 |
0 |
|u https://doi.org/10.1007/978-3-319-24834-9?nosfx=y
|x Verlag
|3 Volltext
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| 082 |
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|a 006.312
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| 520 |
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|a 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 fromdata, simulation-driven DES-like modeling and performance evaluation, and intelligent applications in real-world problems
|