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SDM
2004
SIAM
271views Data Mining» more  SDM 2004»
13 years 11 months ago
A Foundational Approach to Mining Itemset Utilities from Databases
Most approaches to mining association rules implicitly consider the utilities of the itemsets to be equal. We assume that the utilities of itemsets may differ, and identify the hi...
Hong Yao, Howard J. Hamilton, Cory J. Butz
IEAAIE
2005
Springer
14 years 3 months ago
Analyzing Multi-level Spatial Association Rules Through a Graph-Based Visualization
Association rules discovery is a fundamental task in spatial data mining where data are naturally described at multiple levels of granularity. ARES is a spatial data mining system ...
Annalisa Appice, Paolo Buono
KDD
1997
ACM
109views Data Mining» more  KDD 1997»
14 years 2 months ago
Beyond Concise and Colorful: Learning Intelligible Rules
A variety of techniques from statistics, signal processing, pattern recognition, machine learning, and neural networks have been proposed to understand data by discovering useful ...
Michael J. Pazzani, Subramani Mani, William Rodman...
ICDE
2003
IEEE
246views Database» more  ICDE 2003»
14 years 11 months ago
Mining Customer Value: From Association Rules to Direct Marketing
Ke Wang, Senqiang Zhou, Jack Man Shun Yeung, Qiang...
JSW
2008
203views more  JSW 2008»
13 years 10 months ago
Automatic Discovery of Semantic Relations Based on Association Rule
Automatic discovery of semantic relations between resources is a key issue in Web-based intelligent applications such as document understanding and Web services. This paper explore...
Xiangfeng Luo, Kai Yan, Xue Chen