Publication Type

Conference Proceeding Article

Version

acceptedVersion

Publication Date

12-2012

Abstract

This paper studies the importance of visualization for discerning and interpreting patterns of data and its application for solving real problems, such as anomaly detection and data management. There are various ways to realize visualization to cater to the needs of numerous real life applications. Depending on needs, a combination of some of these ways may be required for presenting an effective visualization. The authors present visualization schemes for anomaly detection/condition monitoring and data management by leveraging network techniques and combining them with modern techniques such as sensor, database, mobile communication, GPS and GIS techniques. Two case studies are presented and analyzed. By stepping through the design and implementation processes of these projects, this paper aims to serve as a guide for other designers or researchers to create visual analysis tools or implement projects requiring such visualization.

Keywords

Anomaly detection, GIS, Mobile communication, Network, Programing design, Sensor, Visualization

Discipline

Geographic Information Sciences | Numerical Analysis and Scientific Computing

Research Areas

Intelligent Systems and Optimization

Publication

2012 IEEE International Conference on Parallel and Distributed Systems 18th ICPADS: December 17-19, Singapore: Proceedings

First Page

907

Last Page

912

ISBN

9780769549033

Identifier

10.1109/ICPADS.2012.149

Publisher

IEEE

City or Country

Piscataway, NJ

Additional URL

https://doi.org/10.1109/ICPADS.2012.149

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