Need to choose the right number of clusters. Cannot handle Noise Data and Outliers. Cannot handle Non-spherical Data. And of course, present solutions for the above drawbacks. Introduction to ...

Abstract: Mahalanobis Distance-based DBSCAN is a method for detecting potential near-collision among ship using AIS data. In general, the detection of near-collision is very important in preventing ...