Intelligent Data Engineering and Automated Learning – IDEAL 2015〈1st ed. 2015〉 : 16th International Conference, Wroclaw, Poland, October 14-16, 2015, Proceedings

著者名：Jackowski, Konrad (EDT)/Burduk, Robert (EDT)/Walkowiak, Krzysztof (EDT)/Wozniak, Michal (EDT)/Yin, Hujun (EDT)

Springer（2015/10/13発売）

• 言語：ENG
• ISBN：9783319248332
• eISBN：9783319248349

Description

This book constitutes the refereed proceedings of the16th International Conference on Intelligent Data Engineering and AutomatedLearning, IDEAL 2015, held in Wroclaw, Poland, in October 2015.

The 64 revised full papers presented were carefullyreviewed and selected from 127 submissions. These papers provided a valuablecollection of recent research outcomes in data engineering and automatedlearning, from methodologies, frameworks, and techniques to applications. Inaddition to various topics such as evolutionary algorithms, neural networks,probabilistic modeling, swarm intelligent, multi-objective optimization, andpractical applications in regression, classification, clustering, biologicaldata processing, text processing, video analysis, IDEAL 2015 also featured anumber of special sessions on several emerging topics such as computationalintelligence for optimization of communication networks, discovering knowledgefromdata, simulation-driven DES-like modeling and performance evaluation, andintelligent applications in real-world problems.

Table of 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.