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Intelligent Data Engineering and Automated Learning - IDEAL 2015

  • Kartonierter Einband
  • 560 Seiten
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Beschreibung

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.

Klappentext

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.



Inhalt
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.

Produktinformationen

Titel: Intelligent Data Engineering and Automated Learning - IDEAL 2015
Untertitel: 16th International Conference, Wroclaw, Poland, October 14-16, 2015, Proceedings
Editor:
EAN: 9783319248332
ISBN: 978-3-319-24833-2
Format: Kartonierter Einband
Herausgeber: Springer, Berlin
Genre: Informatik
Anzahl Seiten: 560
Größe: H30mm x B235mm x T157mm
Jahr: 2015
Untertitel: Englisch
Auflage: 1st ed. 2015

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