Continuous k-means monitoring over moving objects

Z Zhang, Y Yang, AKH Tung… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
Given a data set P, a k-means query returns k points in space (called centers), such that the
average squared distance between each point in P and its nearest center is minimized …

Towards integrating real-world spatiotemporal data with social networks

H Pham, L Hu, C Shahabi - Proceedings of the 19th ACM SIGSPATIAL …, 2011 - dl.acm.org
As the popularity of social networks is continuously growing, collected data about online
social activities is becoming an important asset enabling many applications such as target …

Subject-oriented top-k hot region queries in spatial dataset

J Liu, G Yu, H Sun - Proceedings of the 20th ACM international …, 2011 - dl.acm.org
This paper proposes and solves a novel type of spatial queries named Subject-oriented Top-
k hot Region (STR) queries. Given a subject S defined by a feature set R and features …

GEOSO-a geo-social model: from real-world co-occurrences to social connections

H Pham, L Hu, C Shahabi - … : 7th International Workshop, DNIS 2011, Aizu …, 2011 - Springer
As the popularity of social networks is continuously growing, collected data about online
social activities is becoming an important asset enabling many applications such as target …

[图书][B] Revisiting aggregation techniques for data intensive applications

J Wen - 2013 - search.proquest.com
Aggregation has been an important operation since the early days of relational databases.
Today's Big Data applications bring further challenges when processing aggregation …

On continuously monitoring the top-k moving objects with relational group and score functions

J Wen, VJ Tsotras, D Zhang - SIGSPATIAL Special, 2009 - dl.acm.org
With the wide usage of location tracking system, continuously mining relationships among
moving objects over their location changes is possible and also important to many real …

On continuous monitoring top-k unsafe moving objects

J Wen, VJ Tsotras - Proceedings of the 18th SIGSPATIAL International …, 2010 - dl.acm.org
With the wide usage of location tracking systems, continuously tracking relationships among
moving objects over their location changes is possible and important to many real …