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 fromdata, simulation-driven DES-like modeling and performance evaluation, and intelligent applications in real-world problems.
ISBN: | 9783319248332 |
Publication date: | 1st October 2015 |
Author: | Konrad Jackowski |
Publisher: | Springer International Publishing AG |
Format: | Paperback |
Pagination: | 560 pages |
Series: | Information Systems and Applications, incl. Internet/Web, and HCI |
Genres: |
Data mining Expert systems / knowledge-based systems Pattern recognition Artificial intelligence Algorithms and data structures Information retrieval Data warehousing Mathematical theory of computation |