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» Algorithms for Categorical Equivalence
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ICDM
2005
IEEE
133views Data Mining» more  ICDM 2005»
15 years 3 months ago
Summarization - Compressing Data into an Informative Representation
In this paper, we formulate the problem of summarization of a dataset of transactions with categorical attributes as an optimization problem involving two objective functions - co...
Varun Chandola, Vipin Kumar
MUM
2005
ACM
107views Multimedia» more  MUM 2005»
15 years 3 months ago
Retargeting vector animation for small displays
We present a method that preserves the recognizability of key object interactions in a vector animation. The method allows an artist to author an animation once, and then output i...
Vidya Setlur, Yingqing Xu, Xuejin Chen, Bruce Gooc...
SIGKDD
2002
93views more  SIGKDD 2002»
14 years 9 months ago
Randomization in Privacy-Preserving Data Mining
Suppose there are many clients, each having some personal information, and one server, which is interested only in aggregate, statistically significant, properties of this informa...
Alexandre V. Evfimievski
JMLR
2010
133views more  JMLR 2010»
14 years 4 months ago
Exclusive Lasso for Multi-task Feature Selection
We propose a novel group regularization which we call exclusive lasso. Unlike the group lasso regularizer that assumes covarying variables in groups, the proposed exclusive lasso ...
Yang Zhou, Rong Jin, Steven C. H. Hoi
ICDE
2005
IEEE
131views Database» more  ICDE 2005»
15 years 11 months ago
On the Sequencing of Tree Structures for XML Indexing
Sequence-based XML indexing aims at avoiding expensive join operations in query processing. It transforms structured XML data into sequences so that a structured query can be answ...
Haixun Wang, Xiaofeng Meng