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Nonlinear Blind Source Separation Using Slow Feature Analysis with Random Features
Found in: Pattern Recognition, International Conference on
By Kuijun Ma, Qing Tao, Jue Wang
Issue Date:August 2010
pp. 830-833
We develop an algorithm RSFA to perform nonlinear blind source separation with temporal constraints. The algorithm is based on slow feature analysis using random Fourier features for shift invariant kernels, followed by a selection procedure to obtain the ...
 
Machine Learning: The State of the Art
Found in: IEEE Intelligent Systems
By Jue Wang, Qing Tao
Issue Date:November 2008
pp. 49-55
The two fundamental problems in machine learning (ML) are statistical analysis and algorithm design. The former tells us the principles of the mathematical models that we establish from the observation data. The latter defines the conditions on which imple...
 
Spatial Variation in the Loss Rate of Wetland Natural Vegetation Subject to Human Influences
Found in: 2013 Fifth International Conference on Measuring Technology and Mechatronics Automation (ICMTMA)
By Sheng Sheng,Song Qing-Tao,Shi Jia-Yue,Rui Jian-Liang,Wang Yin-Long,Tang Yin-Dong
Issue Date:January 2013
pp. 1015-1019
Human activities have profoundly influenced natural ecosystems, especially wetlands. There is an urgent need for comprehensively understanding the causes, processes and consequences of human-induced environmental impacts. This paper presented rapid landsca...
 
Robust sparse rank learning for non-smooth ranking measures
Found in: Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval (SIGIR '09)
By Jue Wang, Qing Tao, Tao Qin, Zhengya Sun
Issue Date:July 2009
pp. 435-435
Recently increasing attention has been focused on directly optimizing ranking measures and inducing sparsity in learning models. However, few attempts have been made to relate them together in approaching the problem of learning to rank. In this paper, we ...
     
Research on Construction Method of Human-Computer Interface for Distribute System Based on Real-Time Component Assembly
Found in: International Symposiums on Information Processing
By Qing-tao Wu, Hai-xia Zhao, Ming-chuan Zhang, Hong-yi Wang, Guan-feng Li
Issue Date:October 2010
pp. 428-432
In order to realize the rapid construction and dynamic reconfiguration of human-computer interface, a rapid developing model based on component assembly was proposed recurring to an assistant design tool developed self-owned, as well as the assembly models...
 
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