Treffer: A new approach of classification of time series database.

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