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» An Experimental Study on Feature Subset Selection Methods
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PAKDD
2007
ACM
110views Data Mining» more  PAKDD 2007»
15 years 10 months ago
Combining Convolution Kernels Defined on Heterogeneous Sub-structures
Convolution kernels, constructed by convolution of sub-kernels defined on sub-structures of composite objects, are widely used in classification, where one important issue is to ch...
Minlie Huang, Xiaoyan Zhu
PAMI
2010
192views more  PAMI 2010»
15 years 2 months ago
Multiway Spectral Clustering with Out-of-Sample Extensions through Weighted Kernel PCA
—A new formulation for multiway spectral clustering is proposed. This method corresponds to a weighted kernel principal component analysis (PCA) approach based on primal-dual lea...
Carlos Alzate, Johan A. K. Suykens
VRST
2006
ACM
15 years 10 months ago
The impact of immersive virtual reality displays on the understanding of data visualization
This paper presents evidence that situational awareness in a visualization of data benefits from immersive, virtual reality display technology because such displays appear to supp...
Ahmed Bayyari, Mihail Eduard Tudoreanu
CLOUDCOM
2010
Springer
15 years 2 months ago
REMEM: REmote MEMory as Checkpointing Storage
Checkpointing is a widely used mechanism for supporting fault tolerance, but notorious in its high-cost disk access. The idea of memory-based checkpointing has been extensively stu...
Hui Jin, Xian-He Sun, Yong Chen, Tao Ke
PVLDB
2008
82views more  PVLDB 2008»
15 years 3 months ago
TraClass: trajectory classification using hierarchical region-based and trajectory-based clustering
Trajectory classification, i.e., model construction for predicting the class labels of moving objects based on their trajectories and other features, has many important, real-worl...
Jae-Gil Lee, Jiawei Han, Xiaolei Li, Hector Gonzal...