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Intelligent Data Engineering and Automated Learning - IDEAL 2015

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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.



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: 9783319248349
Format: E-Book (pdf)
Hersteller: Springer International Publishing
Genre: IT & Internet
Veröffentlichung: 13.10.2015
Digitaler Kopierschutz: Wasserzeichen
Dateigrösse: 27.42 MB
Anzahl Seiten: 560

Weitere Bände aus der Buchreihe "Lecture Notes in Computer Science"