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» A Rule Format for Associativity
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ENTCS
2010
114views more  ENTCS 2010»
13 years 6 months ago
On Rule Formats for Zero and Unit Elements
This paper proposes a rule format for Structural Operational Semantics guaranteeing that certain constants act as left or right zero elements for a set of binary operators. Our de...
Luca Aceto, Matteo Cimini, Anna Ingólfsd&oa...
ICDE
2004
IEEE
87views Database» more  ICDE 2004»
14 years 8 months ago
On Local Pruning of Association Rules Using Directed Hypergraphs
In this paper we propose an adaptive local pruning method for association rules. Our method exploits the exact mapping between a certain class of association rules, namely those w...
Sanjay Chawla, Joseph G. Davis, Gaurav Pandey
FQAS
2000
Springer
137views Database» more  FQAS 2000»
13 years 10 months ago
Towards the Tractable Discovery of Association Rules with Negations
Frequent association rules (e.g., AB C to say that when properties A and B are true in a record then, C tends to be also true) have become a popular way to summarize huge datasets...
Jean-François Boulicaut, Artur Bykowski, Ba...
ML
2006
ACM
143views Machine Learning» more  ML 2006»
13 years 6 months ago
Mathematical applications of inductive logic programming
The application of Inductive Logic Programming to scientific datasets has been highly successful. Such applications have led to breakthroughs in the domain of interest and have dri...
Simon Colton, Stephen Muggleton
KBS
2002
88views more  KBS 2002»
13 years 6 months ago
Mining the optimal class association rule set
We define an optimal class association rule set to be the minimum rule set with the same predictive power of the complete class association rule set. Using this rule set instead o...
Jiuyong Li, Hong Shen, Rodney W. Topor