Overview
- Includes supplementary material: sn.pub/extras
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10361)
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 2017.
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Table of contents (71 papers)
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Front Matter
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Evolutionary Computation and Learning
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Front Matter
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Neural Networks
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Front Matter
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Nature Inspired Computing and Optimization
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Front Matter
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Signal Processing
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Front Matter
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Other volumes
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Intelligent Computing Theories and Application
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Intelligent Computing Theories and Application
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Intelligent Computing Methodologies
Keywords
- biological networks
- computer vision
- ensemble methods
- kernel methods
- neural networks
- artificial intelligence
- bioinformatics
- computational biology
- computational genomics
- data mining and clustering
- deep learning
- dimensionality reduction and manifold learning
- feature selection
- molecular sequence analysis
- motif discovery
- reinforcement learning
- semi-supervised learning
- supervised learning
- support vector machines
- unsupervised learning
About this book
The 212 full papers and 20 short papers of the three proceedings volumes were carefully reviewed and selected from 612 submissions. This first volume of the set comprises 71 papers. The papers are organized in topical sections such as Evolutionary Computation and Learning; Neural Networks; Nature Inspired Computing and Optimization; Signal Processing; Pattern Recognition; Biometrics Recognition; Image Processing; Information Security; Virtual Reality and Human-Computer Interaction; Business Intelligence and Multimedia Technology; Genetic Algorithms; Biomedical Informatics Theory and Methods; Particle Swarm Optimization and Niche Technology; Swarm Intelligence and Optimization; Independent Component Analysis; Compressed Sensing and Sparse Coding; Natural Computing; Intelligent Computing in Computer Vision; Computational Intelligence and Security for Image Applications in Social Network; Neural Networks: Theory and Application.
Editors and Affiliations
Bibliographic Information
Book Title: Intelligent Computing Theories and Application
Book Subtitle: 13th International Conference, ICIC 2017, Liverpool, UK, August 7-10, 2017, Proceedings, Part I
Editors: De-Shuang Huang, Vitoantonio Bevilacqua, Prashan Premaratne, Phalguni Gupta
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-63309-1
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing AG 2017
Softcover ISBN: 978-3-319-63308-4Published: 20 July 2017
eBook ISBN: 978-3-319-63309-1Published: 18 July 2017
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XXI, 815
Number of Illustrations: 330 b/w illustrations
Topics: Information Systems Applications (incl. Internet), Image Processing and Computer Vision, Pattern Recognition, Computational Biology/Bioinformatics, Artificial Intelligence, Computation by Abstract Devices