Visualization of Range-Constrained Optimal Density Clustering of Trajectories
Visualization of Range-Constrained Optimal Density Clustering of Trajectories
复制标题
轨迹范围约束最优密度聚类的可视化
DOI：
10.1007/978-3-319-64367-0_29
复制
发表时间：
2017
期刊：
影响因子：
--
通讯作者：
Ali, Eunus
中科院分区：
文献类型：
--
作者：
Hussain, Mas-ud;Trajcevski, Goce;Islam, Ashik;Ali, Eunus
We present a system for efficient detection, continuous maintenance and visualization of range-constrained optimal density clusters of moving objects trajectories, a.k.a. Continuous Maximizing Range Sum (Co-MaxRS) queries. Co-MaxRS is useful in any domain involving continuous detection of “most interesting” regions involving mobile entities (e.g., traffic monitoring, environmental tracking, etc.). Traditional MaxRS finds a location of a given rectangleRwhich maximizes the sum of the weighted-points (objects) in its interior. Since moving objects continuously change their locations, the MaxRS at a particular time instant need not be a solution at another time instant. Our system solves two important problems: (1) Efficiently computing Co-MaxRS answer-set; and (2) Visualizing the results. This demo will present the implementation of our efficient pruning schemes and compact data structures, and illustrate the end-user tools for specifying the parameters and selecting datasets for Co-MaxRS, along with visualization of the optimal locations.
DOI：
10.1145/2629477
发表时间：
2014-10
期刊：
ACM Trans. Database Syst.
影响因子：
--
作者：
Dong-Wan Choi;C. Chung;Yufei Tao
通讯作者：
Dong-Wan Choi;C. Chung;Yufei Tao
DOI：
10.5441/002/edbt.2017.36
发表时间：
2017
期刊：
--
影响因子：
--
作者：
Muhammed Mas-ud Hussain;Kazi Ashik Islam;Goce Trajcevski;Mohammed Eunus Ali
通讯作者：
Muhammed Mas-ud Hussain;Kazi Ashik Islam;Goce Trajcevski;Mohammed Eunus Ali
影响因子：
3.1
作者：
Shen, Ying;Zhao, Ligang;Fan, Jing
通讯作者：
Fan, Jing