Dynamic Nearest Neighbor Queries in Euclidean Space

• Main Authors: NUTANONG, Sarana, ALI, Mohammed Eunus, TANIN, Egemen, MOURATIDIS, Kyriakos
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2017
• Subjects: Nearest neighbor monitoring; Temporal nearest neighbor query; Databases and Information Systems; Geographic Information Sciences
• Online Access: https://ink.library.smu.edu.sg/sis_research/3217; https://ink.library.smu.edu.sg/context/sis_research/article/4219/viewcontent/GIS_DynamicNN_EncyclopediaGIS_2016.pdf
• Institution: Singapore Management University

Given a query point q and a set D of data points, a nearest neighbor (NN) query returns the data point p in D that minimizes the distance DIST(q,p), where the distance function DIST(,) is the L2norm. One important variant of this query type is kNN query, which returns k data points with the minimum...