by Chu, Kam Wing. / Thesis (M.Phil.)--Chinese University of Hong Kong, 1999. / Includes bibliographical references (leaves 67-73). / Abstracts in English and Chinese. / Abstract --- p.i / Acknowledgments --- p.iv / Chapter 1 --- Introduction --- p.1 / Chapter 2 --- Related Work --- p.6 / Chapter 3 --- Time-Series Searching with Scaling and Shifting --- p.12 / Chapter 3.1 --- Problem Statement --- p.15 / Chapter 3.2 --- Preliminary --- p.16 / Chapter 3.3 --- Geometrical View of the Problem --- p.18 / Chapter 3.3.1 --- Scale-Shift Transformation --- p.21 / Chapter 3.3.2 --- Determine Scaling Factor and Shifting Offset --- p.24 / Chapter 3.4 --- Algorithm --- p.25 / Chapter 3.4.1 --- MBR Penetration --- p.26 / Chapter 3.4.2 --- Long Sequence --- p.28 / Chapter 3.5 --- Implementation Details --- p.29 / Chapter 3.5.1 --- MBR Penetration Checking --- p.29 / Chapter 3.5.2 --- Dimension Reduction --- p.32 / Chapter 3.6 --- Experimental Results --- p.34 / Chapter 4 --- Metric Space Indexing for Multimedia Databases --- p.38 / Chapter 4.1 --- Preliminaries --- p.39 / Chapter 4.1.1 --- M-tree --- p.39 / Chapter 4.1.2 --- Range Queries --- p.41 / Chapter 4.1.3 --- Nearest Neighbor Queries --- p.44 / Chapter 4.2 --- Nearest Neighbor Search by dmin Only --- p.46 / Chapter 4.3 --- Analysis --- p.50 / Chapter 4.3.1 --- Critical Factor dmin --- p.52 / Chapter 4.4 --- Multiple Bounding Regions --- p.54 / Chapter 4.4.1 --- Computing Multiple Bounding Regions --- p.56 / Chapter 4.4.2 --- New Insert Strategy --- p.58 / Chapter 4.5 --- Experimental Results --- p.58 / Chapter 5 --- Conclusions --- p.64 / Chapter 5.1 --- Time-Series Searching with Scaling and Shifting --- p.64 / Chapter 5.2 --- Metric Space Indexing --- p.65 / Bibliography --- p.67
| Identifer | oai:union.ndltd.org:cuhk.edu.hk/oai:cuhk-dr:cuhk_322745 |
| Date | January 1999 |
| Contributors | Chu, Kam Wing., 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, ix, 73 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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