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» Compressing Pattern Databases
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118
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CVPR
2008
IEEE
15 years 23 days ago
Joint learning and dictionary construction for pattern recognition
We propose a joint representation and classification framework that achieves the dual goal of finding the most discriminative sparse overcomplete encoding and optimal classifier p...
Duc-Son Pham, Svetha Venkatesh
KDD
2007
ACM
176views Data Mining» more  KDD 2007»
16 years 1 months ago
Mining correlated bursty topic patterns from coordinated text streams
Previous work on text mining has almost exclusively focused on a single stream. However, we often have available multiple text streams indexed by the same set of time points (call...
Xuanhui Wang, ChengXiang Zhai, Xiao Hu, Richard Sp...
182
Voted
SIGMOD
2008
ACM
161views Database» more  SIGMOD 2008»
16 years 23 days ago
Efficient pattern matching over event streams
Pattern matching over event streams is increasingly being employed in many areas including financial services, RFIDbased inventory management, click stream analysis, and electroni...
Jagrati Agrawal, Yanlei Diao, Daniel Gyllstrom, Ne...
104
Voted
COMPUTER
2002
89views more  COMPUTER 2002»
15 years 13 days ago
A Pattern for Softcoded Values
rs use models or abstractions that hide low-level implementation details. Various kinds of representations such as data models, state-transition models, and dataflow models can hel...
Michael R. Blaha, Cheryl Smith
GIS
2002
ACM
15 years 12 days ago
Opening the black box: interactive hierarchical clustering for multivariate spatial patterns
Clustering is one of the most important tasks for geographic knowledge discovery. However, existing clustering methods have two severe drawbacks for this purpose. First, spatial c...
Diansheng Guo, Donna Peuquet, Mark Gahegan