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» Solving the Small Sample Size Problem of LDA
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COMPSAC
2006
IEEE
14 years 1 months ago
Backtracking Algorithms and Search Heuristics to Generate Test Suites for Combinatorial Testing
Combinatorial covering arrays have been used in several testing approaches. This paper first discusses some existing methods for finding such arrays. Then a SAT-based approach a...
Jun Yan, Jian Zhang
SODA
2003
ACM
126views Algorithms» more  SODA 2003»
13 years 9 months ago
Smaller core-sets for balls
We prove the existence of small core-sets for solving approximate k-center clustering and related problems. The size of these core-sets is considerably smaller than the previously...
Mihai Badoiu, Kenneth L. Clarkson
ICCV
2009
IEEE
15 years 16 days ago
Tensor completion for estimating missing values in visual data
In this paper we propose an algorithm to estimate missing values in tensors of visual data. The values can be missing due to problems in the acquisition process, or because the ...
Ji Liu, Przemyslaw Musialski, Peter Wonka, Jieping...
IVC
2007
99views more  IVC 2007»
13 years 7 months ago
On the Bayes fusion of visual features
We consider the problem of image classification when more than one visual feature is available. In such cases, Bayes fusion offers an attractive solution by combining the result...
Xiaojin Shi, Roberto Manduchi
ICDM
2006
IEEE
214views Data Mining» more  ICDM 2006»
14 years 1 months ago
Forecasting Skewed Biased Stochastic Ozone Days: Analyses and Solutions
Much work on skewed, stochastic, high dimensional, and biased datasets usually implicitly solve each problem separately. Recently however, we have been approached by Texas Commiss...
Kun Zhang, Wei Fan, Xiaojing Yuan, Ian Davidson, X...