Intelligent Data Engineering and Automated Learning – IDEAL 2015: 16th International Conference, Wroclaw, Poland, October 14-16, 2015, Proceedings: ... Applications, incl. Internet/Web, and HCI) - Softcover

Softcover

ISBN 10: 3319248332 ISBN 13: 9783319248332

Verlag: Springer, 2015

Inhaltsangabe

<P>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.</P><P> </P>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.</P>

Über diesen Titel

Reseña del editor

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.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2015
• ISBN 10: 3319248332
• ISBN 13: 9783319248332
• Einband: Tapa blanda
• Sprache: Englisch
• Auflage: 1
• Anzahl der Seiten: 580
• Herausgeber: Jackowski Konrad, Burduk Robert, Walkowiak Krzysztof, Wozniak Michal, Yin Hujun