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» Optimization in Data Mining
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PKDD
2004
Springer
86views Data Mining» more  PKDD 2004»
15 years 9 months ago
Real-World Learning with Markov Logic Networks
Pedro Domingos
153
Voted
SDM
2008
SIAM
118views Data Mining» more  SDM 2008»
15 years 5 months ago
Massive-Scale Kernel Discriminant Analysis: Mining for Quasars
We describe a fast algorithm for kernel discriminant analysis, empirically demonstrating asymptotic speed-up over the previous best approach. We achieve this with a new pattern of...
Ryan Riegel, Alexander Gray, Gordon Richards
112
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ICDM
2005
IEEE
146views Data Mining» more  ICDM 2005»
15 years 9 months ago
Merging Interface Schemas on the Deep Web via Clustering Aggregation
We consider the problem of integrating a large number of interface schemas over the Deep Web, The scale of the problem and the diversity of the sources present serious challenges ...
Wensheng Wu, AnHai Doan, Clement T. Yu
SDM
2007
SIAM
167views Data Mining» more  SDM 2007»
15 years 5 months ago
Bandits for Taxonomies: A Model-based Approach
We consider a novel problem of learning an optimal matching, in an online fashion, between two feature spaces that are organized as taxonomies. We formulate this as a multi-armed ...
Sandeep Pandey, Deepak Agarwal, Deepayan Chakrabar...