Academic Journal
A new approach of classification of time series database.
| Title: | A new approach of classification of time series database. |
|---|---|
| Contributors: | Chan, Hon Kit., Chinese University of Hong Kong Graduate School. Division of Statistics. |
| Publication Year: | 2011 |
| Collection: | The Chinese University of Hong Kong: CUHK Digital Repository / 香港中文大學數碼典藏 |
| Subject Terms: | Cluster analysis--Data processing, Time-series analysis |
| Description: | Chan, Hon Kit. ; Thesis (M.Phil.)--Chinese University of Hong Kong, 2011. ; Includes bibliographical references (p. 57-59). ; Abstracts in English and Chinese. ; Chapter 1 --- Introduction --- p.1 ; Chapter 1.1 --- Cluster Analysis in Time Series --- p.1 ; Chapter 1.2 --- Dissimilarity Measure --- p.2 ; Chapter 1.2.1 --- Euclidean Distance --- p.3 ; Chapter 1.2.2 --- Pearson's Correlation Coefficient --- p.3 ; Chapter 1.2.3 --- Other Measure --- p.4 ; Chapter 1.3 --- Summary --- p.5 ; Chapter 2 --- Algorithm and Methodology --- p.8 ; Chapter 2.1 --- Algorithm and Methodology --- p.8 ; Chapter 2.2 --- Illustrative Examples --- p.14 ; Chapter 3 --- Simulation Study --- p.20 ; Chapter 3.1 --- Simulation Plan --- p.20 ; Chapter 3.2 --- Measure of Performance --- p.24 ; Chapter 3.3 --- Simulation Results --- p.27 ; Chapter 3.4 --- Results of k-means Clustering --- p.33 ; Chapter 4 --- Application on Gene Expression --- p.37 ; Chapter 4.1 --- Dataset --- p.37 ; Chapter 4.2 --- Parameter Settings --- p.38 ; Chapter 4.3 --- Results --- p.38 ; Chapter 5 --- Conclusion and Further Research --- p.55 |
| Document Type: | text |
| File Description: | print; v, 59 p. : ill.; 30 cm. |
| Language: | English Chinese |
| Relation: | cuhk:327081; http://library.cuhk.edu.hk/record=b5894533 |
| Availability: | http://library.cuhk.edu.hk/record=b5894533 https://repository.lib.cuhk.edu.hk/en/item/cuhk-327081 |
| Rights: | Use of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/) |
| Accession Number: | edsbas.447E458 |
| Database: | BASE |
| FullText | Text: Availability: 0 CustomLinks: – Url: http://library.cuhk.edu.hk/record=b5894533# Name: EDS - BASE (ns324271) Category: fullText Text: View record from BASE |
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| Items | – Name: Title Label: Title Group: Ti Data: A new approach of classification of time series database. – Name: Author Label: Contributors Group: Au Data: Chan, Hon Kit.<br />Chinese University of Hong Kong Graduate School. Division of Statistics. – Name: DatePubCY Label: Publication Year Group: Date Data: 2011 – Name: Subset Label: Collection Group: HoldingsInfo Data: The Chinese University of Hong Kong: CUHK Digital Repository / 香港中文大學數碼典藏 – Name: Subject Label: Subject Terms Group: Su Data: <searchLink fieldCode="DE" term="%22Cluster+analysis--Data+processing%22">Cluster analysis--Data processing</searchLink><br /><searchLink fieldCode="DE" term="%22Time-series+analysis%22">Time-series analysis</searchLink> – Name: Abstract Label: Description Group: Ab Data: Chan, Hon Kit. ; Thesis (M.Phil.)--Chinese University of Hong Kong, 2011. ; Includes bibliographical references (p. 57-59). ; Abstracts in English and Chinese. ; Chapter 1 --- Introduction --- p.1 ; Chapter 1.1 --- Cluster Analysis in Time Series --- p.1 ; Chapter 1.2 --- Dissimilarity Measure --- p.2 ; Chapter 1.2.1 --- Euclidean Distance --- p.3 ; Chapter 1.2.2 --- Pearson's Correlation Coefficient --- p.3 ; Chapter 1.2.3 --- Other Measure --- p.4 ; Chapter 1.3 --- Summary --- p.5 ; Chapter 2 --- Algorithm and Methodology --- p.8 ; Chapter 2.1 --- Algorithm and Methodology --- p.8 ; Chapter 2.2 --- Illustrative Examples --- p.14 ; Chapter 3 --- Simulation Study --- p.20 ; Chapter 3.1 --- Simulation Plan --- p.20 ; Chapter 3.2 --- Measure of Performance --- p.24 ; Chapter 3.3 --- Simulation Results --- p.27 ; Chapter 3.4 --- Results of k-means Clustering --- p.33 ; Chapter 4 --- Application on Gene Expression --- p.37 ; Chapter 4.1 --- Dataset --- p.37 ; Chapter 4.2 --- Parameter Settings --- p.38 ; Chapter 4.3 --- Results --- p.38 ; Chapter 5 --- Conclusion and Further Research --- p.55 – Name: TypeDocument Label: Document Type Group: TypDoc Data: text – Name: Format Label: File Description Group: SrcInfo Data: print; v, 59 p. : ill.; 30 cm. – Name: Language Label: Language Group: Lang Data: English<br />Chinese – Name: NoteTitleSource Label: Relation Group: SrcInfo Data: cuhk:327081; http://library.cuhk.edu.hk/record=b5894533 – Name: URL Label: Availability Group: URL Data: http://library.cuhk.edu.hk/record=b5894533<br />https://repository.lib.cuhk.edu.hk/en/item/cuhk-327081 – Name: Copyright Label: Rights Group: Cpyrght Data: Use of this resource is governed by the terms and conditions of the Creative Commons “Attribution-NonCommercial-NoDerivatives 4.0 International” License (http://creativecommons.org/licenses/by-nc-nd/4.0/) – Name: AN Label: Accession Number Group: ID Data: edsbas.447E458 |
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| RecordInfo | BibRecord: BibEntity: Languages: – Text: English – Text: Chinese Subjects: – SubjectFull: Cluster analysis--Data processing Type: general – SubjectFull: Time-series analysis Type: general Titles: – TitleFull: A new approach of classification of time series database. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Chan, Hon Kit. – PersonEntity: Name: NameFull: Chinese University of Hong Kong Graduate School. Division of Statistics. IsPartOfRelationships: – BibEntity: Dates: – D: 01 M: 01 Type: published Y: 2011 Identifiers: – Type: issn-locals Value: edsbas – Type: issn-locals Value: edsbas.oa |
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