Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9773)
Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)
Included in the following conference series:
Conference proceedings info: ICIC 2016.
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Table of contents (80 papers)
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Front Matter
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Optimization, Neural Network and Signal Processing
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Front Matter
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Biomedical Informatics and Image 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
- artificial intelligence
- bioinformatics
- data mining and clustering
- kernel methods
- biological networks
- computational biology
- computational genomics
- computer vision
- deep learning
- dimensionality reduction and manifold learning
- ensemble methods
- feature selection
- molecular sequence analysis
- motif discovery
- reinforcement learning
- semi-supervised learning
- supervised learning
- support vector machines
- unsupervised learning
- algorithm analysis and problem complexity
About this book
This book - in conjunction with the double volume set LNCS 9771 and LNCS 9772 - constitutes 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.Editors and Affiliations
Bibliographic Information
Book Title: Intelligent Computing Methodologies
Book Subtitle: 12th International Conference, ICIC 2016, Lanzhou, China, August 2-5, 2016, Proceedings, Part III
Editors: De-Shuang Huang, Kyungsook Han, Abir Hussain
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-42297-8
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2016
Softcover ISBN: 978-3-319-42296-1Published: 12 July 2016
eBook ISBN: 978-3-319-42297-8Published: 11 July 2016
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIX, 876
Number of Illustrations: 398 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