A coherence-based approach for clustering of multivariate time series

碩士 === 國立臺北大學 === 統計學系 === 100 === The clustering analysis of time series data have been applied in many fields extensively. The application of coherence method in the spectral clustering analysis can overcome the problems among the traditional distance measuring clustering; hence derives an admired...

Full description

Bibliographic Details
Main Authors:	Kao Chien, 高謙
Other Authors:	Lin Tsair-Chuan
Format:	Others
Language:	zh-TW
Published:	2012
Online Access:	http://ndltd.ncl.edu.tw/handle/93694372807790807171

id	ndltd-TW-100NTPU0337008
record_format	oai_dc
spelling	ndltd-TW-100NTPU03370082015-10-13T21:12:10Z http://ndltd.ncl.edu.tw/handle/93694372807790807171 A coherence-based approach for clustering of multivariate time series 利用coherence分析於多變量時間序列資料之分群 Kao Chien 高謙碩士國立臺北大學統計學系 100 The clustering analysis of time series data have been applied in many fields extensively. The application of coherence method in the spectral clustering analysis can overcome the problems among the traditional distance measuring clustering; hence derives an admired clustering result. However, most of the researches in coherence clustering are focusing in the univariate setup. In this study, we propose a multivariate coherence clustering algorithm. The performance will be gauged through real data analysis and simulations under different conditions and parameters. We look forward to have a good result of multivariate time series clustering. Lin Tsair-Chuan 林財川 2012 學位論文 ; thesis 48 zh-TW
collection	NDLTD
language	zh-TW
format	Others
sources	NDLTD
description	碩士 === 國立臺北大學 === 統計學系 === 100 === The clustering analysis of time series data have been applied in many fields extensively. The application of coherence method in the spectral clustering analysis can overcome the problems among the traditional distance measuring clustering; hence derives an admired clustering result. However, most of the researches in coherence clustering are focusing in the univariate setup. In this study, we propose a multivariate coherence clustering algorithm. The performance will be gauged through real data analysis and simulations under different conditions and parameters. We look forward to have a good result of multivariate time series clustering.
author2	Lin Tsair-Chuan
author_facet	Lin Tsair-Chuan Kao Chien 高謙
author	Kao Chien 高謙
spellingShingle	Kao Chien 高謙 A coherence-based approach for clustering of multivariate time series
author_sort	Kao Chien
title	A coherence-based approach for clustering of multivariate time series
title_short	A coherence-based approach for clustering of multivariate time series
title_full	A coherence-based approach for clustering of multivariate time series
title_fullStr	A coherence-based approach for clustering of multivariate time series
title_full_unstemmed	A coherence-based approach for clustering of multivariate time series
title_sort	coherence-based approach for clustering of multivariate time series
publishDate	2012
url	http://ndltd.ncl.edu.tw/handle/93694372807790807171
work_keys_str_mv	AT kaochien acoherencebasedapproachforclusteringofmultivariatetimeseries AT gāoqiān acoherencebasedapproachforclusteringofmultivariatetimeseries AT kaochien lìyòngcoherencefēnxīyúduōbiànliàngshíjiānxùlièzīliàozhīfēnqún AT gāoqiān lìyòngcoherencefēnxīyúduōbiànliàngshíjiānxùlièzīliàozhīfēnqún AT kaochien coherencebasedapproachforclusteringofmultivariatetimeseries AT gāoqiān coherencebasedapproachforclusteringofmultivariatetimeseries
_version_	1718057793277132800

A coherence-based approach for clustering of multivariate time series

Similar Items