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» Efficient Distribution Mining and Classification
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142
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WWW
2006
ACM
16 years 3 months ago
Large-scale text categorization by batch mode active learning
Large-scale text categorization is an important research topic for Web data mining. One of the challenges in large-scale text categorization is how to reduce the amount of human e...
Steven C. H. Hoi, Rong Jin, Michael R. Lyu
138
Voted
SIAMMAX
2010
189views more  SIAMMAX 2010»
14 years 9 months ago
Fast Algorithms for the Generalized Foley-Sammon Discriminant Analysis
Linear Discriminant Analysis (LDA) is one of the most popular approaches for feature extraction and dimension reduction to overcome the curse of the dimensionality of the high-dime...
Lei-Hong Zhang, Li-Zhi Liao, Michael K. Ng
116
Voted
MICCAI
2006
Springer
16 years 3 months ago
The Entire Regularization Path for the Support Vector Domain Description
Abstract. The support vector domain description is a one-class classification method that estimates the shape and extent of the distribution of a data set. This separates the data ...
Karl Sjöstrand, Rasmus Larsen
121
Voted
CHI
2005
ACM
16 years 3 months ago
What's in your wallet?: implications for global e-wallet design
As part of a comparative ethnographic study of everyday life of young professionals in London, Los Angeles, and Tokyo, we conducted a detailed survey of wallets and their contents...
Scott D. Mainwaring, Ken Anderson, Michele F. Chan...
125
Voted
GCC
2005
Springer
15 years 8 months ago
Using Fuzzy Cognitive Map to Effectively Classify E-Documents and Application
In the current Web, e-document has been the most common vehicle for delivering and exchanging information. As the amount of e-documents has grown enormously, effective classificati...
Jianzeng Wang, Yunpeng Xing, Peng Shi, Fei Guo, Zh...