Finding Context Association Rules over Sensor-Actuator Data Streams

2014 ◽  
Author(s):  
Ho Jin Woo ◽  
Se Jung Shin ◽  
Kil Hong Joo ◽  
Won Suk Lee
Keyword(s):  
Association Rules ◽  
Data Streams ◽  
Sensor Actuator

Association Rules Mining over Data Streams: Review

2012 ◽  
Vol 256-259 ◽  
pp. 2890-2893
Author(s):  
Jun Tan
Keyword(s):  
Association Rules ◽  
Data Streams ◽  
High Speed ◽  
Future Research ◽  
Research Directions ◽  
Association Rules Mining ◽  
Mining Algorithm ◽  
Future Research Directions ◽  
Mining Algorithms ◽  
Scanning Algorithm

Data streams are continuous, unbounded and coming with high speed which put forward a strong challenge against traditional association rules mining algorithms. In this paper, we give a comprehensive summary on association rules mining algorithm from three side including single-pass scanning algorithm, data processing model, memory optimization. At last, we discuss the main problems and future research directions.

On-line generation association rules over data streams

2008 ◽  
Vol 50 (6) ◽  
pp. 569-578 ◽  
Author(s):  
Se Jung Shin ◽  
Won Suk Lee
Keyword(s):  
Association Rules ◽  
Data Streams ◽  
On Line ◽  
Line Generation
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