Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9225)
Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
Included in the following conference series:
Conference proceedings info: ICIC 2015.
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About this book
This two-volume set LNCS 9225 and LNCS 9226 constitutes - in conjunction with the volume LNAI 9227 - 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. The papers are organized in topical sections such as evolutionary computation and learning; compressed sensing, sparse coding and social computing; neural networks, nature inspired computing and optimization; pattern recognition and signal processing; image processing; biomedical informatics theory and methods; differential evolution, particle swarm optimization and niche technology; intelligent computing and knowledge discovery and data mining; soft computing and machine learning; computational biology, protein structure and function prediction; genetic algorithms; artificial bee colony algorithms; swarm intelligence and optimization; social computing; information security; virtual reality and human-computer interaction; healthcare informatics theory and methods; unsupervised learning; collective intelligence; intelligent computing in robotics; intelligent computing in communication networks; intelligent control and automation; intelligent data analysis and prediction; gene expression array analysis; gene regulation modeling and analysis; protein-protein interaction prediction; biology inspired computing and optimization; analysis and visualization of large biological data sets; motif detection; biomarker discovery; modeling; simulation; and optimization of biological systems; biomedical data modeling and mining; intelligent computing in biomedical signal/image analysis; intelligent computing in brain imaging; neuroinformatics; cheminformatics; intelligent computing in computational biology; computational genomics; special session on biomedical data integration and mining in the era of big data; special session on big data analytics; special session on artificial intelligence for ambient assisted living; and special session on swarm intelligence with discrete dynamics.
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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
Table of contents (75 papers)
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Front Matter
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
Editors and Affiliations
Bibliographic Information
Book Title: Intelligent Computing Theories and Methodologies
Book Subtitle: 11th International Conference, ICIC 2015, Fuzhou, China, August 20-23, 2015, Proceedings, Part I
Editors: De-Shuang Huang, Vitoantonio Bevilacqua, Prashan Premaratne
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-22180-9
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Softcover ISBN: 978-3-319-22179-3Published: 30 July 2015
eBook ISBN: 978-3-319-22180-9Published: 10 August 2015
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXIX, 755
Number of Illustrations: 309 b/w illustrations
Topics: Artificial Intelligence, Image Processing and Computer Vision, Pattern Recognition, Computational Biology/Bioinformatics, Information Systems Applications (incl. Internet), Computation by Abstract Devices