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» Privacy in Data Mining Using Formal Methods
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WSDM
2012
ACM
207views Data Mining» more  WSDM 2012»
13 years 9 months ago
Sequence clustering and labeling for unsupervised query intent discovery
One popular form of semantic search observed in several modern search engines is to recognize query patterns that trigger instant answers or domain-specific search, producing sem...
Jackie Chi Kit Cheung, Xiao Li
SDM
2007
SIAM
177views Data Mining» more  SDM 2007»
15 years 3 months ago
Multi-way Clustering on Relation Graphs
A number of real-world domains such as social networks and e-commerce involve heterogeneous data that describes relations between multiple classes of entities. Understanding the n...
Arindam Banerjee, Sugato Basu, Srujana Merugu
SDM
2011
SIAM
233views Data Mining» more  SDM 2011»
14 years 4 months ago
Distributed Monitoring of the R2 Statistic for Linear Regression
The problem of monitoring a multivariate linear regression model is relevant in studying the evolving relationship between a set of input variables (features) and one or more depe...
Kanishka Bhaduri, Kamalika Das, Chris Giannella
KDD
2008
ACM
207views Data Mining» more  KDD 2008»
16 years 2 months ago
Active learning with direct query construction
Active learning may hold the key for solving the data scarcity problem in supervised learning, i.e., the lack of labeled data. Indeed, labeling data is a costly process, yet an ac...
Charles X. Ling, Jun Du
SAS
1999
Springer
106views Formal Methods» more  SAS 1999»
15 years 6 months ago
Translating Out of Static Single Assignment Form
Programs represented in Static Single Assignment (SSA) form contain phi instructions (or functions) whose operational semantics are to merge values coming from distinct control flo...
Vugranam C. Sreedhar, Roy Dz-Ching Ju, David M. Gi...