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KDD
1997
ACM
159views Data Mining» more  KDD 1997»
15 years 8 months ago
New Algorithms for Fast Discovery of Association Rules
Discovery of association rules is an important problem in database mining. In this paper we present new algorithms for fast association mining, which scan the database only once, ...
Mohammed Javeed Zaki, Srinivasan Parthasarathy, Mi...
KDD
1997
ACM
154views Data Mining» more  KDD 1997»
15 years 8 months ago
Autonomous Discovery of Reliable Exception Rules
This paper presents an autonomous algorithm for discovering exception rules from data sets. An exception rule, which is defined as a deviational pattern to a well-known fact, exhi...
Einoshin Suzuki
156
Voted
KDD
1997
ACM
208views Data Mining» more  KDD 1997»
15 years 8 months ago
Metarule-Guided Mining of Multi-Dimensional Association Rules Using Data Cubes
In this paper, we employ a novel approach to metarule-guided, multi-dimensional association rule mining which explores a data cube structure. We propose algorithms for metarule-gu...
Micheline Kamber, Jiawei Han, Jenny Chiang
120
Voted
KDD
1997
ACM
108views Data Mining» more  KDD 1997»
15 years 8 months ago
Integrating and Mining Distributed Customer Databases
Ira J. Haimowitz, Özden Gür-Ali, Henry S...