Wan Po Man Polly. / Thesis (M.Phil.)--Chinese University of Hong Kong, 2001. / Includes bibliographical references (leaves 122-128). / Abstracts in English and Chinese. / Abstract --- p.i / Acknowledgements --- p.v / Contents --- p.vi / List of Figures --- p.x / List of Tables --- p.xiv / Chapter 1 --- Introduction --- p.1 / Chapter 1.1 --- Motivation and Aims --- p.1 / Chapter 1.2 --- Organization of Thesis --- p.5 / Chapter 2 --- Literature Review --- p.6 / Chapter 2.1 --- Dimensionality Reduction --- p.6 / Chapter 2.1.1 --- Fourier Transformation --- p.6 / Chapter 2.1.2 --- Wavelet Transformation --- p.8 / Chapter 2.1.3 --- Singular Value Decomposition --- p.10 / Chapter 2.2 --- Searching Sequence Similarity with Transformation --- p.11 / Chapter 2.2.1 --- Time Warping --- p.11 / Chapter 2.2.2 --- Amplitude Scaling and Shifting --- p.14 / Chapter 2.3 --- Data Smoothing and Noise Removal --- p.18 / Chapter 2.3.1 --- Piecewise Linear Segmentations --- p.18 / Chapter 2.3.2 --- Approximation Function --- p.21 / Chapter 2.3.3 --- Best-fitting Line --- p.23 / Chapter 2.3.4 --- Turning Points --- p.24 / Chapter 3 --- Time-Series Searching with Scaling and Shifting in Amplitude and Time Domains --- p.25 / Chapter 3.1 --- Representation --- p.25 / Chapter 3.1.1 --- Control Points --- p.26 / Chapter 3.1.2 --- Lattice Structure --- p.28 / Chapter 3.1.3 --- Algorithm on Lattice Construction --- p.31 / Chapter 3.2 --- Pattern Matching --- p.32 / Chapter 3.2.1 --- Formulating the Problem of Similarity --- p.35 / Chapter 3.2.2 --- Error Measurement --- p.38 / Chapter 3.3 --- Indexing Scheme --- p.39 / Chapter 3.3.1 --- Indexing with scaling and shifting proposed by Chu and Wong --- p.40 / Chapter 3.3.2 --- Integrating with lattice structure --- p.41 / Chapter 3.4 --- Results --- p.43 / Chapter 4 --- Chart Patterns Searching for Chart Analysis --- p.47 / Chapter 4.1 --- Chart Patterns Overview --- p.47 / Chapter 4.1.1 --- Reversal Patterns --- p.49 / Chapter 4.1.2 --- Continuation Patterns --- p.52 / Chapter 4.2 --- Representation --- p.53 / Chapter 4.2.1 --- Trendline Preparation --- p.54 / Chapter 4.2.2 --- Trendline Pair --- p.59 / Chapter 4.3 --- Three-Phase Pattern Classification --- p.66 / Chapter 4.3.1 --- Phase One: Trendline Pair Classification --- p.66 / Chapter 4.3.2 --- Phase Two: Patterns Merging and Rejection --- p.74 / Chapter 4.3.3 --- Phase Three: Patterns Merging of Unclassified and Un- merged Trendline Pairs --- p.89 / Chapter 4.4 --- Results --- p.90 / Chapter 5 --- Conclusion --- p.100 / Chapter A --- Supplementary Results --- p.103 / Chapter A.1 --- Ascending Triangle --- p.103 / Chapter A.2 --- Descending Triangle --- p.104 / Chapter A.3 --- Falling Wedge --- p.106 / Chapter A.4 --- Head and Shoulders --- p.107 / Chapter A.5 --- Price Channel --- p.109 / Chapter A.6 --- Rectangle --- p.110 / Chapter A.7 --- Rising Wedge --- p.112 / Chapter A.8 --- Symmetric Triangle --- p.113 / Chapter A.9 --- Double Bottom --- p.113 / Chapter A.10 --- Double Top --- p.116 / Chapter A.11 --- Triple Bottom --- p.118 / Chapter A.12 --- Triple Top --- p.120 / Bibliography --- p.122 / Publications --- p.128
| Identifer | oai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_323707 |
| Date | January 2001 |
| Contributors | Wan, Po Man Polly., Chinese University of Hong Kong Graduate School. Division of Computer Science and Engineering. |
| Source Sets | The Chinese University of Hong Kong |
| Language | English, Chinese |
| Detected Language | English |
| Type | Text, bibliography |
| Format | print, xiv, 128 leaves : ill. ; 30 cm. |
| 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/) |
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