Academic Journal
A new approach of classification of time series database.
| Τίτλος: | A new approach of classification of time series database. |
|---|---|
| Συνεισφορές: | Chan, Hon Kit., Chinese University of Hong Kong Graduate School. Division of Statistics. |
| Έτος έκδοσης: | 2011 |
| Συλλογή: | The Chinese University of Hong Kong: CUHK Digital Repository / 香港中文大學數碼典藏 |
| Θεματικοί όροι: | Cluster analysis--Data processing, Time-series analysis |
| Περιγραφή: | 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 |
| Τύπος εγγράφου: | text |
| Περιγραφή αρχείου: | print; v, 59 p. : ill.; 30 cm. |
| Γλώσσα: | English Chinese |
| Relation: | cuhk:327081; http://library.cuhk.edu.hk/record=b5894533 |
| Διαθεσιμότητα: | 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/) |
| Αριθμός Καταχώρησης: | edsbas.447E458 |
| Βάση Δεδομένων: | BASE |
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