[HTML][HTML] Big trajectory data mining: A survey of methods, applications, and services

D Wang, T Miwa, T Morikawa - Sensors, 2020 - mdpi.com
… the methods and applications of trajectory data mining, as well as … reviews focusing on
trajectory data mining is presented, … Section 4 offers an overview on the concept of trajectory data

A survey on trajectory data management, analytics, and learning

S Wang, Z Bao, JS Culpepper, G Cong - ACM Computing Surveys …, 2021 - dl.acm.org
… Figure 2 provides an overview of trajectory data management… surveys on trajectory data
exist, none review trajectory data … have covered trajectory data mining [204], semantic trajectory

[HTML][HTML] A survey on big data for trajectory analytics

D Ribeiro de Almeida, C de Souza Baptista… - … International Journal of …, 2020 - mdpi.com
… We have noticed two types of trajectory data manipulation: the trajectory data can be handled
in … In the example in Figure 5, the Pattern dimension uses data mining to associate some …

Vehicle trajectory similarity: models, methods, and applications

RSD Sousa, A Boukerche, AAF Loureiro - ACM Computing Surveys …, 2020 - dl.acm.org
… First, we show an overview of vehicle trajectory data, including the models and some …
Yu Zheng [125] conducted a systematic survey on trajectory data mining to provide a com…

information technology for traJectory data mining

M Sydorova, O Baybuz, O Verba… - Science and …, 2021 - scinn-eng.org.ua
… Cartographic visualization of human trajectory data: overview and ana lysis. Journal of
Location Based Services, 9(2), 138—166. doi: 10.1080/17489725.2015.1074736 10. …

Deep learning for spatio-temporal data mining: A survey

S Wang, J Cao, SY Philip - … on knowledge and data …, 2020 - ieeexplore.ieee.org
… methods and applications for trajectory data mining, which is an important type of ST data.
[66… In this paper, we conduct a comprehensive overview of recent advances in exploring deep …

A comprehensive survey on trajectory-based location prediction

V Koolwal, KK Mohbey - Iran Journal of Computer Science, 2020 - Springer
… of location prediction through trajectory data. This survey offers an extensive overview of
location … It stacks together various data mining functions comprising of sophisticated pattern …

[HTML][HTML] A feature-oriented vehicle trajectory data processing scheme for data mining: A case study for Statewide truck parking behaviors

JG Yu, B Selby, N Vlahos, V Yadav, J Lemp - Transportation research …, 2021 - Elsevier
… We propose a workflow for trajectory data mining jointly using well-tested (… The key step of
the workflow is to condense vehicle trajectory data into an … Trajectory data mining: an overview

Trajectory outlier detection: Algorithms, taxonomies, evaluation, and open challenges

A Belhadi, Y Djenouri, JCW Lin, A Cano - ACM Transactions on …, 2020 - dl.acm.org
… of trajectory data mining embedded on several layers including preprocessing, data
management, query processing, trajectory data mining … presents an overview of trajectory outlier …

A survey on trajectory data warehouse

T Alsahfi, M Almotairi, R Elmasri - Spatial Information Research, 2020 - Springer
… 2 provides an overview of the terminologies related to trajectory data and different types
of … This measure is obtained from the data mining process over the trajectory data and the …