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» Temporal granular logic for temporal data mining
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ICDM
2005
IEEE
168views Data Mining» more  ICDM 2005»
15 years 5 months ago
Discovering Frequent Arrangements of Temporal Intervals
In this paper we study a new problem in temporal pattern mining: discovering frequent arrangements of temporal intervals. We assume that the database consists of sequences of even...
Panagiotis Papapetrou, George Kollios, Stan Sclaro...
ICSE
2003
IEEE-ACM
15 years 4 months ago
Data Flow Testing as Model Checking
This paper presents a model checking-based approach to data flow testing. We characterize data flow oriented coverage criteria in temporal logic such that the problem of test ge...
Hyoung Seok Hong, Sung Deok Cha, Insup Lee, Oleg S...
INCDM
2010
Springer
486views Data Mining» more  INCDM 2010»
15 years 1 months ago
Finding Temporal Patterns in Noisy Longitudinal Data: A Study in Diabetic Retinopathy
This paper describes an approach to temporal pattern mining using the concept of user de ned temporal prototypes to de ne the nature of the trends of interests. The temporal patt...
Vassiliki Somaraki, Deborah Broadbent, Frans Coene...
86
Voted
CAV
2003
Springer
145views Hardware» more  CAV 2003»
15 years 4 months ago
Monitoring Temporal Rules Combined with Time Series
Run-time monitoring of temporal properties and assertions is used for testing and as a component of execution-based model checking techniques. Traditional run-time monitoring howev...
Doron Drusinsky
109
Voted
EUROCAST
2005
Springer
133views Hardware» more  EUROCAST 2005»
15 years 5 months ago
An Iterative Method for Mining Frequent Temporal Patterns
The incorporation of temporal semantic into the traditional data mining techniques has caused the creation of a new area called Temporal Data Mining. This incorporation is especial...
Francisco Guil, Antonio B. Bailón, Alfonso ...