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ICDE
2001
IEEE
141views Database» more  ICDE 2001»
14 years 11 months ago
TAR: Temporal Association Rules on Evolving Numerical Attributes
Data mining has been an area of increasing interests during recent years. The association rule discovery problem in particular has been widely studied. However, there are still so...
Wei Wang 0010, Jiong Yang, Richard R. Muntz
AUSDM
2006
Springer
78views Data Mining» more  AUSDM 2006»
14 years 1 months ago
Visualization of Attractive and Repulsive Zones Between Variables
This paper presents a preprocessing step in mining association rules which uses tables to summarize synthetically the way variables interact by highlighting any zones which are at...
Sylvie Guillaume, Leila Nemmiche Alachaher
EDM
2010
145views Data Mining» more  EDM 2010»
13 years 11 months ago
Mining Rare Association Rules from e-Learning Data
Rare association rules are those that only appear infrequently even though they are highly associated with very specific data. In consequence, these rules can be very appropriate f...
Cristóbal Romero, José Raúl R...
MSS
2010
IEEE
109views Hardware» more  MSS 2010»
13 years 8 months ago
Monotonicity + efficiency + continuity = majority
Axioms of monotonicity, efficiency and continuity are shown to characterize the relative majority rule when there are only two alternatives. The absolute majority rule and the rel...
Antonio Quesada
KDD
2006
ACM
201views Data Mining» more  KDD 2006»
14 years 10 months ago
Polynomial association rules with applications to logistic regression
A new class of associations (polynomial itemsets and polynomial association rules) is presented which allows for discovering nonlinear relationships between numeric attributes wit...
Szymon Jaroszewicz