Title :
A projection-based hotspot analysis method
Author :
Chao Ren ; Rui Li ; Meng Li ; Caihong Li
Author_Institution :
Sch. of Math. & Stat., Lanzhou Univ., Lanzhou, China
Abstract :
Hotspot analysis has widespread applications in many different domains including criminology, disease informatics, and security informatics. As a result, there has been a large body of research work done in this area. Many techniques developed in previous research are complex and require significant processing time. This paper presents a simple yet effective projection-based method to deliver high quality result in a time efficient manner. The demonstration of an implementation of this method in a real system highlights its pragmatic advantages. Experiments with real-world data demonstrate the efficiency and effectiveness of the proposed method.
Keywords :
data analysis; emergency management; pattern clustering; CalculateHotspots algorithm; GroupData algorithm; criminology; disease informatics; projection-based hotspot analysis method; security informatics; single-linkage hierarchical clustering method; Algorithm design and analysis; Clustering algorithms; Diseases; Earthquakes; Educational institutions; Informatics; Information science; crisis management; hotspot analysis; projection;
Conference_Titel :
Mechatronic Sciences, Electric Engineering and Computer (MEC), Proceedings 2013 International Conference on
Conference_Location :
Shengyang
Print_ISBN :
978-1-4799-2564-3
DOI :
10.1109/MEC.2013.6885391