14761 search results - page 209 / 2953 » Optimization in Data Mining |
167
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PAKDD
2000
ACM
15 years 8 months ago
2000
ACM
In clustering, global feature selection algorithms attempt to select a common feature subset that is relevant to all clusters. Consequently, they are not able to identify individu...
118
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SDM
2010
SIAM
15 years 6 months ago
2010
SIAM
The high computational cost of nonlinear support vector machines has limited their usability for large-scale problems. We propose two novel stochastic algorithms to tackle this pr...
119
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SDM
2007
SIAM
15 years 6 months ago
2007
SIAM
We study a class of algorithms that speed up the training process of support vector machines (SVMs) by returning an approximate SVM. We focus on algorithms that reduce the size of...
162
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ESOP
2006
Springer
15 years 8 months ago
2006
Springer
We present and solve a path optimization problem on programs. Given a set of program nodes, called critical nodes, we find a shortest path through the program's control flow g...
156
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SSDBM
2005
IEEE
15 years 10 months ago
2005
IEEE
Advanced Data Mining applications require more and more support from relational database engines. Especially clustering applications in high dimensional features space demand a pr...