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DIS
2010
Springer
15 years 1 months ago
ESTATE: Strategy for Exploring Labeled Spatial Datasets Using Association Analysis
Abstract. We propose an association analysis-based strategy for exploration of multi-attribute spatial datasets possessing naturally arising classification. Proposed strategy, EST...
Tomasz F. Stepinski, Josue Salazar, Wei Ding 0003,...
106
Voted
KBSE
2008
IEEE
15 years 9 months ago
Dependence Anti Patterns
A Dependence Anti Pattern is a dependence structure that may indicate potential problems for on–going software maintenance and evolution. Dependence anti patterns are not struct...
David Binkley, Nicolas Gold, Mark Harman, Zheng Li...
DKE
2008
108views more  DKE 2008»
15 years 2 months ago
The thematic and citation landscape of Data and Knowledge Engineering
The thematic and citation structures of Data and Knowledge Engineering (DKE) (1985-2007) are identified based on text analysis and citation analysis of the bibliographic records o...
Chaomei Chen, Il-Yeol Song, Xiaojun Yuan, Jian Zha...
DRR
2009
15 years 8 days ago
Using synthetic data safely in classification
When is it safe to use synthetic data in supervised classification? Trainable classifier technologies require large representative training sets consisting of samples labeled with...
Jean Nonnemaker, Henry Baird
123
Voted
SDM
2009
SIAM
130views Data Mining» more  SDM 2009»
15 years 11 months ago
FuncICA for Time Series Pattern Discovery.
We introduce FuncICA, a new independent component analysis method for pattern discovery in inherently functional data, such as time series data. FuncICA can be considered an analo...
Alexander Gray, Nishant Mehta