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Cover Art
E-RESOURCE
Author IDEAL (Conference) (16th : 2015 : Wrocław, Poland)

Title Intelligent Data Engineering and Automated Learning - IDEAL 2015 [electronic resource] : 16th International Conference Wroclaw, Poland, October 14-16, 2015, Proceedings / edited by Konrad Jackowski, Robert Burduk, Krzysztof Walkowiak, Michał Woźniak, Hujun Yin.

Published Cham : Springer, 2015.

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Location Call No. Status
 UniM INTERNET resource    AVAILABLE
Physical description 1 online resource (xx, 560 p.) : ill.
Series Lecture Notes in Computer Science, 0302-9743 ; 9375
LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI
Lecture notes in computer science ; 9375. 0302-9743
LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
Springer Lecture Notes in Computer Science
Springer English/International eBooks 2015 - Full Set
Contents 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.
Notes Includes author index.
Summary This book constitutes the refereed proceedings of the 16th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2015, held in Wroclaw, Breslau, 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.
Other author Jackowski, Konrad, editor.
Burduk, Robert, editor.
Walkowiak, Krzysztof, editor.
Woźniak, Michał, editor.
Yin, Hujun, editor.
SpringerLink issuing body.
Subject Data mining -- Congresses.
Computer science.
Computers.
Algorithms.
Data mining.
Information storage and retrieval.
Artificial intelligence.
Pattern perception.
Variant Title IDEAL 2015
ISBN 9783319248349
3319248340
9783319248332
Standard Number 10.1007/978-3-319-24834-9