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» Evolutionary Time Series Segmentation for Stock Data Mining
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ICDM
2002
IEEE
109views Data Mining» more  ICDM 2002»
13 years 9 months ago
Evolutionary Time Series Segmentation for Stock Data Mining
Korris Fu-Lai Chung, Tak-Chung Fu, Robert W. P. Lu...
DMIN
2006
138views Data Mining» more  DMIN 2006»
13 years 6 months ago
Financial Time Series Segmentation based on Specialized Binary Tree Representation
Segmentation is one of the fundamental components in time series data mining. One of the uses of the time series segmentation is trend analysis - to segment the time series into pr...
Tak-Chung Fu, Fu-Lai Chung, Chak-man Ng
FSKD
2005
Springer
267views Fuzzy Logic» more  FSKD 2005»
13 years 10 months ago
Preventing Meaningless Stock Time Series Pattern Discovery by Changing Perceptually Important Point Detection
Discovery of interesting or frequently appearing time series patterns is one of the important tasks in various time series data mining applications. However, recent research critic...
Tak-Chung Fu, Fu-Lai Chung, Robert W. P. Luk, Chak...
SDM
2007
SIAM
171views Data Mining» more  SDM 2007»
13 years 6 months ago
A Better Alternative to Piecewise Linear Time Series Segmentation
Time series are difficult to monitor, summarize and predict. Segmentation organizes time series into few intervals having uniform characteristics (flatness, linearity, modality,...
Daniel Lemire
ICDE
2008
IEEE
136views Database» more  ICDE 2008»
14 years 6 months ago
T-Time: Threshold-Based Data Mining on Time Series
Mining time series data is an important approach for the analysis in many application areas as diverse as biology, environmental research, medicine, or stock chart analysis. As nea...
Alexey Pryakhin, Hans-Peter Kriegel, Johannes A&sz...