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» Association Rule Mining from XML Data
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76
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DAWAK
2003
Springer
15 years 2 months ago
Using an Interest Ontology for Improved Support in Rule Mining
Abstract. This paper describes the use of a concept hierarchy for improving the results of association rule mining. Given a large set of tuples with demographic information and per...
Xiaoming Chen, Xuan Zhou, Richard B. Scherl, James...
EDBT
2000
ACM
15 years 2 months ago
Quality Assessment and Uncertainty Handling in Data Mining Process
The KDD process aims at the discovery and extraction of “useful” knowledge (such as interesting patterns, classification, rules etc) from large data repositories. A widely rec...
Maria Halkidi
KES
2008
Springer
14 years 8 months ago
Fast Cryptographic Privacy Preserving Association Rules Mining on Distributed Homogenous Data Base
Privacy is one of the most important properties of an information system must satisfy. In which systems the need to share information among different, not trusted entities, the pro...
Mahmoud Hussein, Ashraf El-Sisi, Nabil A. Ismail
156
Voted
ICDE
2003
IEEE
246views Database» more  ICDE 2003»
15 years 11 months ago
Mining Customer Value: From Association Rules to Direct Marketing
Ke Wang, Senqiang Zhou, Jack Man Shun Yeung, Qiang...
154
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SIGMOD
2005
ACM
161views Database» more  SIGMOD 2005»
15 years 9 months ago
Mining Top-k Covering Rule Groups for Gene Expression Data
In this paper, we propose a novel algorithm to discover the topk covering rule groups for each row of gene expression profiles. Several experiments on real bioinformatics datasets...
Gao Cong, Kian-Lee Tan, Anthony K. H. Tung, Xin Xu