14761 search results - page 273 / 2953 » Optimization in Data Mining |
145
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KDD
2002
ACM
16 years 6 months ago
2002
ACM
In this paper, we focus on methodology of finding a classifier with a minimal cost in presence of additional performance constraints. ROCCH analysis, where accuracy and cost are i...
204
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SDM
2008
SIAM
15 years 7 months ago
2008
SIAM
Optimally designing the location of training input points (active learning) and choosing the best model (model selection) are two important components of supervised learning and h...
161
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PKDD
2010
Springer
15 years 4 months ago
2010
Springer
Abstract. In this paper, we present an extensive study of the cuttingplane algorithm (CPA) applied to structural kernels for advanced text classification on large datasets. In par...
160
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KDD
2006
ACM
16 years 6 months ago
2006
ACM
1 A bridging rule in this paper has its antecedent and action from different conceptual clusters. We first design two algorithms for mining bridging rules between clusters in a dat...
157
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PKDD
2010
Springer
15 years 4 months ago
2010
Springer
We present a tool for interactive exploration of graphs that integrates advanced graph mining methods in an interactive visualization framework. The tool enables efficient explorat...