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» Stochastic processes and temporal data mining
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INCDM
2010
Springer
486views Data Mining» more  INCDM 2010»
13 years 6 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...
DEXA
2004
Springer
94views Database» more  DEXA 2004»
13 years 10 months ago
Visualization Process of Temporal Data
Abstract. Temporal data are abundantly present in many application domains such as banking, financial, clinical, geographical applications and so on. Temporal data have been extens...
Chaouki Daassi, Laurence Nigay, Marie-Christine Fa...
ICDM
2010
IEEE
217views Data Mining» more  ICDM 2010»
13 years 2 months ago
Discovering Temporal Features and Relations of Activity Patterns
An important problem that arises during the data mining process in many new emerging application domains is mining data with temporal dependencies. One such application domain is a...
Ehsan Nazerfard, Parisa Rashidi, Diane J. Cook
SBBD
2004
166views Database» more  SBBD 2004»
13 years 6 months ago
An Apriori-based Approach for First-Order Temporal Pattern Mining
Previous studies on mining sequential patterns have focused on temporal patterns specified by some form of propositional temporal logic. However, there are some interesting sequen...
Sandra de Amo, Daniel A. Furtado, Arnaud Giacomett...
ICDM
2010
IEEE
99views Data Mining» more  ICDM 2010»
13 years 2 months ago
A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support
We present a mining system that can predict the future health status of the patient using the temporal trajectories of health status of a set of similar patients. The main noveltie...
Jimeng Sun, Daby Sow, Jianying Hu, Shahram Ebadoll...