1 option
Intelligent Data Engineering and Automated Learning - IDEAL 2015 : 16th International Conference, Wroclaw, Poland, October 14-16, 2015, Proceedings / edited by Konrad Jackowski, Robert Burduk, Krzysztof Walkowiak, Michal Wozniak, Hujun Yin.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- LNCS sublibrary. Information systems and applications, incl. Internet/Web, and HCI ; SL 3, 9375
- Information Systems and Applications, incl. Internet/Web, and HCI ; 9375
- Language:
- English
- Subjects (All):
- Data mining.
- Pattern recognition systems.
- Artificial intelligence.
- Algorithms.
- Information storage and retrieval systems.
- Computer science.
- Data Mining and Knowledge Discovery.
- Automated Pattern Recognition.
- Artificial Intelligence.
- Information Storage and Retrieval.
- Theory of Computation.
- Local Subjects:
- Data Mining and Knowledge Discovery.
- Automated Pattern Recognition.
- Artificial Intelligence.
- Algorithms.
- Information Storage and Retrieval.
- Theory of Computation.
- Physical Description:
- 1 online resource (XX, 560 pages) : 153 illustrations in color.
- Edition:
- 1st ed. 2015.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2015.
- System Details:
- text file PDF
- Summary:
- 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.
- 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.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-319-24834-9
- 9783319248349
- Access Restriction:
- Restricted for use by site license.
The Penn Libraries is committed to describing library materials using current, accurate, and responsible language. If you discover outdated or inaccurate language, please fill out this feedback form to report it and suggest alternative language.