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DSS
2006
129views more  DSS 2006»
13 years 8 months ago
A new approach to classification based on association rule mining
Classification is one of the key issues in the fields of decision sciences and knowledge discovery. This paper presents a new approach for constructing a classifier, based on an e...
Guoqing Chen, Hongyan Liu, Lan Yu, Qiang Wei, Xing...
ICSE
2011
IEEE-ACM
13 years 20 hour ago
Using software evolution history to facilitate development and maintenance
Much research in software engineering have been focused on improving software quality and automating the maintenance process to reduce software costs and mitigating complications ...
Pamela Bhattacharya
ICDM
2003
IEEE
111views Data Mining» more  ICDM 2003»
14 years 1 months ago
OP-Cluster: Clustering by Tendency in High Dimensional Space
Clustering is the process of grouping a set of objects into classes of similar objects. Because of unknownness of the hidden patterns in the data sets, the definition of similari...
Jinze Liu, Wei Wang 0010
SDM
2007
SIAM
145views Data Mining» more  SDM 2007»
13 years 10 months ago
Finding Motifs in a Database of Shapes
The problem of efficiently finding images that are similar to a target image has attracted much attention in the image processing community and is rightly considered an informatio...
Xiaopeng Xi, Eamonn J. Keogh, Li Wei, Agenor Mafra...
CIKM
2007
Springer
14 years 2 months ago
Nugget discovery in visual exploration environments by query consolidation
Queries issued by casual users or specialists exploring a data set often point us to important subsets of the data, be it clusters, outliers or other features of particular import...
Di Yang, Elke A. Rundensteiner, Matthew O. Ward