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EDBT
2002
ACM
157views Database» more  EDBT 2002»
14 years 8 months ago
Profit Mining: From Patterns to Actions
Abstract. A major obstacle in data mining applications is the gap between the statistic-based pattern extraction and the value-based decision making. We present a profit mining app...
Ke Wang, Senqiang Zhou, Jiawei Han
INCDM
2009
Springer
145views Data Mining» more  INCDM 2009»
14 years 2 months ago
Application of Classification Association Rule Mining for Mammalian Mesenchymal Stem Cell Differentiation
In this paper, data mining is used to analyze the differentiation of mammalian Mesenchymal Stem Cells (MSCs). A database comprising the key parameters which, we believe, influence ...
Weiqi Wang, Yanbo J. Wang, René Baña...
BPM
2007
Springer
136views Business» more  BPM 2007»
14 years 2 months ago
The Need for a Process Mining Evaluation Framework in Research and Practice
Although there has been much progress in developing process mining algorithms in recent years, no effort has been put in developing a common means of assessing the quality of the ...
Anne Rozinat, Ana Karla Alves de Medeiros, Christi...
ICCS
2007
Springer
14 years 2 months ago
Pushing Frequency Constraint to Utility Mining Model
Traditional association rules mining (ARM) only concerns the frequency of itemsets, which may not bring large amount of profit. Utility mining only focuses on itemsets with high ut...
Jing Wang, Ying Liu, Lin Zhou, Yong Shi, Xingquan ...
PAKDD
2007
ACM
148views Data Mining» more  PAKDD 2007»
14 years 2 months ago
Mining Frequent Itemsets from Uncertain Data
Abstract. We study the problem of mining frequent itemsets from uncertain data under a probabilistic framework. We consider transactions whose items are associated with existential...
Chun Kit Chui, Ben Kao, Edward Hung