Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9227)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: ICIC 2015.
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Table of contents (84 papers)
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Front Matter
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Machine Learning Theory and Methods
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Front Matter
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Other volumes
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Intelligent Computing Theories and Methodologies
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Intelligent Computing Theories and Methodologies
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Advanced Intelligent Computing Theories and Applications
Keywords
- Artificial intelligence
- Bioinformatics
- Biological networks
- Computational biology
- Computational genomics
- Computer vision
- Data mining and clustering
- Deep learning
- Dimensionality reduction and manifold learning
- Ensemble methods
- Feature selection
- Kernel methods
- Molecular sequence analysis
- Motif discovery
- Neural networks
- Reinforcement learning
- Semi-supervised learning
- Supervised learning
- Support vector machines
- Unsupervised learning
About this book
This book - in conjunction with the double volume LNCS 9225-9226 - constitutes the refereed proceedings of the 11th International Conference on Intelligent Computing, ICIC 2015, held in Fuzhou, China, in August 2015. The total of 191 full and 42 short papers presented in the three ICIC 2015 volumes was carefully reviewed and selected from 671 submissions. Original contributions related to this theme were especially solicited, including theories, methodologies, and applications in science and technology. This year, the conference concentrated mainly on machine learning theory and methods, soft computing, image processing and computer vision, knowledge discovery and data mining, natural language processing and computational linguistics, intelligent control and automation, intelligent communication networks and web applications, bioinformatics theory and methods, healthcare and medical methods, andinformation security.
Editors and Affiliations
Bibliographic Information
Book Title: Advanced Intelligent Computing Theories and Applications
Book Subtitle: 11th International Conference, ICIC 2015, Fuzhou, China, August 20-23, 2015. Proceedings, Part III
Editors: De-Shuang Huang, Kyungsook Han
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-22053-6
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Softcover ISBN: 978-3-319-22052-9Published: 30 July 2015
eBook ISBN: 978-3-319-22053-6Published: 12 August 2015
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXII, 797
Number of Illustrations: 235 b/w illustrations
Topics: Artificial Intelligence, Information Systems Applications (incl. Internet), Information Storage and Retrieval, Image Processing and Computer Vision, Data Mining and Knowledge Discovery, Algorithm Analysis and Problem Complexity