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» Mining Dense Periodic Patterns in Time Series Data
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COMPSAC
2004
IEEE
13 years 8 months ago
Efficient Partial Multiple Periodic Patterns Mining without Redundant Rules
Partial periodic patterns mining is a very interesting domain in data mining problem. In the previous studies, full and partial multiple periodic patterns mining problems are cons...
Wenpo Yang, Guanling Lee
KDD
1998
ACM
190views Data Mining» more  KDD 1998»
13 years 9 months ago
Mining Segment-Wise Periodic Patterns in Time-Related Databases
Periodicity search, that is, searchfor cyclicity in time-related databases, is an interesting data mining problem. Mostprevious studies have been on finding full-cycle periodicity...
Jiawei Han, Wan Gong, Yiwen Yin
CSDA
2006
191views more  CSDA 2006»
13 years 4 months ago
Forecasting daily time series using periodic unobserved components time series models
We explore a periodic analysis in the context of unobserved components time series models that decompose time series into components of interest such as trend, seasonal and irregu...
Siem Jan Koopman, Marius Ooms
KDD
2002
ACM
138views Data Mining» more  KDD 2002»
14 years 5 months ago
Finding surprising patterns in a time series database in linear time and space
Eamonn J. Keogh, Stefano Lonardi, Bill Yuan-chi Ch...
BMCBI
2006
123views more  BMCBI 2006»
13 years 4 months ago
Permutation test for periodicity in short time series data
Background: Periodic processes, such as the circadian rhythm, are important factors modulating and coordinating transcription of genes governing key metabolic pathways. Theoretica...
Andrey A. Ptitsyn, Sanjin Zvonic, Jeffrey M. Gimbl...