Editors:
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9243)
Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)
Conference series link(s): IScIDE: International Conference on Intelligent Science and Big Data Engineering
Conference proceedings info: IScIDE 2015.
Buy it now
Buying options
Tax calculation will be finalised at checkout
Other ways to access
This is a preview of subscription content, log in via an institution to check for access.
Table of contents (61 papers)
Other Volumes
-
Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques
About this book
The total of 126 papers presented in the proceedings was carefully reviewed and selected from 416 submissions. They deal with big data, neural networks, image processing, computer vision, pattern recognition and graphics, object detection, dimensionality reduction and manifold learning, unsupervised learning and clustering, anomaly detection, semi-supervised learning.
Keywords
- anomaly detection
- big data
- image representations
- neural networks
- unsupervised learning
- cloud computing
- clustering
- data mining
- dimensionality reduction
- encryption
- face recognition
- genetic algorithm
- image processing
- machine learning
- object detection
- query processing
- semi-supervised learning
- signal processing
- similarity measurement
- tracking
Editors and Affiliations
-
Zhejiang University, Hangzhou, China
Xiaofei He
-
Xidian University, Xi'an, China
Xinbo Gao
-
Northwestern Polytechnical University, Xi'an, China
Yanning Zhang
-
Nanjing University, Nanjing, China
Zhi-Hua Zhou
-
Chinese Academy of Sciences, Beijing, China
Zhi-Yong Liu
-
Suzhou University of Science and Technology, Suzhou, China
Baochuan Fu
-
Suzhou University of Science and Technology, Jiangsu, China
Fuyuan Hu, Zhancheng Zhang
Bibliographic Information
Book Title: Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques
Book Subtitle: 5th International Conference, IScIDE 2015, Suzhou, China, June 14-16, 2015, Revised Selected Papers, Part II
Editors: Xiaofei He, Xinbo Gao, Yanning Zhang, Zhi-Hua Zhou, Zhi-Yong Liu, Baochuan Fu, Fuyuan Hu, … Zhancheng Zhang
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-23862-3
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer International Publishing Switzerland 2015
Softcover ISBN: 978-3-319-23861-6Published: 27 October 2015
eBook ISBN: 978-3-319-23862-3Published: 13 October 2015
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIX, 627
Number of Illustrations: 205 b/w illustrations
Topics: Image Processing and Computer Vision, Pattern Recognition, Computer Graphics, Artificial Intelligence, Multimedia Information Systems, Data Mining and Knowledge Discovery
Industry Sectors: Aerospace, Automotive, Biotechnology, Chemical Manufacturing, Consumer Packaged Goods, Electronics, Energy, Utilities & Environment, Engineering, Health & Hospitals, IT & Software, Law, Materials & Steel, Oil, Gas & Geosciences, Pharma, Telecommunications