Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9772)
Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)
Conference series link(s): ICIC: International Conference on Intelligent Computing
Conference proceedings info: ICIC 2016.
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Table of contents (82 papers)
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Front Matter
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Independent Component Analysis
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Front Matter
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Compressed Sensing, Sparse Coding
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Front Matter
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Social Computing
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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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Genetic Algorithms
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Front Matter
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Other Volumes
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Intelligent Computing Theories and Application
About this book
This two-volume set LNCS 9771 and LNCS 9772 constitutes - in conjunction with the volume LNAI 9773 - the refereed proceedings of the 12th International Conference on Intelligent Computing, ICIC 2016, held in Lanzhou, China, in August 2016.
The 221 full papers and 15 short papers of the three proceedings volumes were carefully reviewed and selected from 639 submissions. The papers are organized in topical sections such as signal processing and image processing; information security, knowledge discovery, and data mining; systems biology and intelligent computing in computational biology; intelligent computing in scheduling; information security; advances in swarm intelligence: algorithms and applications; machine learning and data analysis for medical and engineering applications; evolutionary computation and learning; independent component analysis; compressed sensing, sparse coding; social computing; neural networks; nature inspired computing and optimization; genetic algorithms; signal processing; pattern recognition; biometrics recognition; image processing; information security; virtual reality and human-computer interaction; healthcare informatics theory and methods; artificial bee colony algorithms; differential evolution; memetic algorithms; swarm intelligence and optimization; soft computing; protein structure and function prediction; advances in swarm intelligence: algorithms and applications; optimization, neural network, and signal processing; biomedical informatics and image processing; machine learning; knowledge discovery and natural language processing; nature inspired computing and optimization; intelligent control and automation; intelligent data analysis and prediction; computer vision; knowledge representation and expert system; bioinformatics.
Keywords
- biological networks
- computer vision
- ensemble methods
- kernel methods
- neural networks
- artificial intelligence
- bioinformatics
- computational biology
- 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
Editors and Affiliations
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Tongji University , Shanghai, China
De-Shuang Huang
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University of Ulsan , Ulsan, Korea (Republic of)
Kang-Hyun Jo
Bibliographic Information
Book Title: Intelligent Computing Theories and Application
Book Subtitle: 12th International Conference, ICIC 2016, Lanzhou, China, August 2-5, 2016, Proceedings, Part II
Editors: De-Shuang Huang, Kang-Hyun Jo
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-42294-7
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Softcover ISBN: 978-3-319-42293-0Published: 12 July 2016
eBook ISBN: 978-3-319-42294-7Published: 11 July 2016
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XX, 936
Number of Illustrations: 360 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