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» Temporal granular logic for temporal data mining
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GRC
2005
IEEE
15 years 6 months ago
Temporal granular logic for temporal data mining
— In this article, a formalism for a specific temporal data mining task (the discovery of rules, inferred from databases of events having a temporal dimension), is defined. The...
Paul Cotofrei, Kilian Stoffel
81
Voted
PODS
1996
ACM
87views Database» more  PODS 1996»
15 years 5 months ago
Testing Complex Temporal Relationships Involving Multiple Granularities and Its Application to Data Mining
Claudio Bettini, Xiaoyang Sean Wang, Sushil Jajodi...
KDD
2007
ACM
165views Data Mining» more  KDD 2007»
16 years 1 months ago
Stochastic processes and temporal data mining
This article tries to give an answer to a fundamental question in temporal data mining: "Under what conditions a temporal rule extracted from up-to-date temporal data keeps i...
Paul Cotofrei, Kilian Stoffel
96
Voted
KI
2004
Springer
15 years 6 months ago
Mining Hierarchical Temporal Patterns in Multivariate Time Series
Abstract. The Unification-based Temporal Grammar is a temporal extension of static unification-based grammars. It defines a hierarchical temporal rule language to express comple...
Fabian Mörchen, Alfred Ultsch
DAWAK
2007
Springer
15 years 4 months ago
Mining First-Order Temporal Interval Patterns with Regular Expression Constraints
Most methods for temporal pattern mining assume that time is represented by points in a straight line starting at some initial instant. In this paper, we consider a new kind of fir...
Sandra de Amo, Arnaud Giacometti, Waldecir Pereira...