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» Feature Subset Selection Using a Genetic Algorithm
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ESANN
2007
15 years 6 months ago
Kernel PCA based clustering for inducing features in text categorization
We study dimensionality reduction or feature selection in text document categorization problem. We focus on the first step in building text categorization systems, that is the cho...
Zsolt Minier, Lehel Csató
143
Voted
ISCAS
2006
IEEE
130views Hardware» more  ISCAS 2006»
15 years 11 months ago
Multi-source multi-path video streaming over wireless mesh networks
Abstract— In this paper, we propose a multi-source multipath video streaming system to support concurrent Video-onDemand (VoD) services over Wireless Mesh Networks (WMNs), and ap...
Danjue Li, Qian Zhang, Chen-Nee Chuah, S. J. Ben Y...
FGR
1998
IEEE
170views Biometrics» more  FGR 1998»
15 years 9 months ago
Feature-Point Tracking by Optical Flow Discriminates Subtle Differences in Facial Expression
Current approaches to automated analysis have focused on a small set of prototypic expressions (e.g., joy or anger). Prototypic expressions occur infrequently in everyday life, ho...
Jeffrey F. Cohn, Adena J. Zlochower, James Jenn-Ji...
SDM
2009
SIAM
175views Data Mining» more  SDM 2009»
16 years 2 months ago
Low-Entropy Set Selection.
Most pattern discovery algorithms easily generate very large numbers of patterns, making the results impossible to understand and hard to use. Recently, the problem of instead sel...
Hannes Heikinheimo, Jilles Vreeken, Arno Siebes, H...
133
Voted
EMNLP
2010
15 years 3 months ago
Improving Gender Classification of Blog Authors
The problem of automatically classifying the gender of a blog author has important applications in many commercial domains. Existing systems mainly use features such as words, wor...
Arjun Mukherjee, Bing Liu