Welcome to the InfoSci Platform
Reference Hub1
Indexing Multi-Dimensional Trajectories for Similarity Queries

Indexing Multi-Dimensional Trajectories for Similarity Queries

Michail Valachos, Marios Hadjieleftheriou, Eamonn Keogh, Dimitrios Gunopulos
Copyright: © 2005 |Pages: 23
ISBN13: 9781591403876|ISBN10: 1591403871|ISBN13 Softcover: 9781591403883|EISBN13: 9781591403890
DOI: 10.4018/978-1-59140-387-6.ch005
Cite Chapter Cite Chapter

MLA

Valachos, Michail, et al. "Indexing Multi-Dimensional Trajectories for Similarity Queries." Spatial Databases: Technologies, Techniques and Trends, edited by Yannis Manalopoulos, et al., IGI Global, 2005, pp. 107-129. https://doi.org/10.4018/978-1-59140-387-6.ch005

APA

Valachos, M., Hadjieleftheriou, M., Keogh, E., & Gunopulos, D. (2005). Indexing Multi-Dimensional Trajectories for Similarity Queries. In Y. Manalopoulos, A. Papadopoulos, & M. Vassilakopoulos (Eds.), Spatial Databases: Technologies, Techniques and Trends (pp. 107-129). IGI Global. https://doi.org/10.4018/978-1-59140-387-6.ch005

Chicago

Valachos, Michail, et al. "Indexing Multi-Dimensional Trajectories for Similarity Queries." In Spatial Databases: Technologies, Techniques and Trends, edited by Yannis Manalopoulos, Apostolos Papadopoulos, and Michael Gr. Vassilakopoulos, 107-129. Hershey, PA: IGI Global, 2005. https://doi.org/10.4018/978-1-59140-387-6.ch005

Export Reference

Mendeley
Favorite

Abstract

With the abundance of low-cost storage devices, a plethora of applications that store and manage very large multi-dimensional trajectories (or time-series) datasets have emerged recently. Examples include traffic supervision systems, video surveillance applications, meteorology and more. Thus, it is becoming essential to provide a robust trajectory indexing framework designed especially for performing similarity queries in such applications. In this regard, this chapter presents an indexing scheme that can support a wide variety of (user-customizable) distance measures while, at the same time, it guarantees retrieval of similar trajectories with accuracy and efficiency.

Request Access

You do not own this content. Please login to recommend this title to your institution's librarian or purchase it from the IGI Global bookstore.