Intelligent Data Engineering and Automated Learning – IDEAL 2015 -

Intelligent Data Engineering and Automated Learning – IDEAL 2015

16th International Conference, Wroclaw, Poland, October 14-16, 2015, Proceedings
Buch | Softcover
XX, 560 Seiten
2015 | 1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-24833-2 (ISBN)
53,49 inkl. MwSt

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.

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.

Erscheinungsdatum
Reihe/Serie Information Systems and Applications, incl. Internet/Web, and HCI
Lecture Notes in Computer Science
Zusatzinfo XX, 560 p. 153 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Themenwelt Informatik Datenbanken Data Warehouse / Data Mining
Informatik Software Entwicklung User Interfaces (HCI)
Informatik Theorie / Studium Algorithmen
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Schlagworte Algorithm analysis and problem complexity • artificial intelligence (incl. robotics) • Bioinformatics • Cloud Computing • combinatorial optimization • computation by abstract devices • Computer Science • computer vision problems • Data Mining • data mining and knowledge discovery • Data streams • Distributed Artificial Intelligence • evolutionary computation • Genetic algorithms • Information Retrieval • Information storage and retrieval • Intrusion Detection • machine learning • Multi-agent Systems • Neural networks • Parallel Computing • pattern recognition • Recommender Systems • semantic web • Semi-Supervised Learning • Social Networks
ISBN-10 3-319-24833-2 / 3319248332
ISBN-13 978-3-319-24833-2 / 9783319248332
Zustand Neuware
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