3 papers
cs.DB2019
Scalable Distributed Subtrajectory Clustering
Panagiotis Tampakis, Nikos Pelekis, Christos Doulkeridis +1
Trajectory clustering is an important operation of knowledge discovery from mobility data. Especially nowadays, the need for performing advanced analytic operations over massively…
cs.DB2019
Distributed Subtrajectory Join on Massive Datasets
Panagiotis Tampakis, Christos Doulkeridis, Nikos Pelekis +1
Joining trajectory datasets is a significant operation in mobility data analytics and the cornerstone of various methods that aim to extract knowledge out of them. In the era of Bi…
cs.LG2018
Moving Objects Analytics: Survey on Future Location & Trajectory Prediction Methods
Harris Georgiou, Sophia Karagiorgou, Yannis Kontoulis +4
The tremendous growth of positioning technologies and GPS enabled devices has produced huge volumes of tracking data during the recent years. This source of information constitutes…