Trajectory data mining: an overview

Y Zheng - ACM Transactions on Intelligent Systems and …, 2015 - dl.acm.org
The advances in location-acquisition and mobile computing techniques have generated
massive spatial trajectory data, which represent the mobility of a diversity of moving objects …

Vehicle trajectory similarity: Models, methods, and applications

RSD Sousa, A Boukerche, AAF Loureiro - ACM Computing Surveys …, 2020 - dl.acm.org
The increasing availability of vehicular trajectory data is at the core of smart mobility
solutions. Such data offer us unprecedented information for the development of trajectory …

Vessel pattern knowledge discovery from AIS data: A framework for anomaly detection and route prediction

G Pallotta, M Vespe, K Bryan - Entropy, 2013 - mdpi.com
Understanding maritime traffic patterns is key to Maritime Situational Awareness
applications, in particular, to classify and predict activities. Facilitated by the recent build-up …

Lane-level trajectory reconstruction based on data-fusion

MA Arman, CMJ Tampère - Transportation research part C: emerging …, 2022 - Elsevier
While lane-changing movements are performed on the entire motorway network for various
reasons, such as overtaking, their intensity is substantially greater near complex segments …

PriSTE: from location privacy to spatiotemporal event privacy

Y Cao, Y **ao, L **ong, L Bai - 2019 IEEE 35th International …, 2019 - ieeexplore.ieee.org
Location privacy-preserving mechanisms (LPPMs) have been extensively studied for
protecting a user's location at each time point or a sequence of locations with different …

Qualitative spatial reasoning with uncertain evidence using Markov logic networks

M Duckham, J Gabela, A Kealy… - International Journal …, 2023 - Taylor & Francis
Probabilistic logics combine the ability to reason about complex scenes, with a rigorous
approach to uncertainty. This paper explores the construction of probabilistic spatial logics …

Probabilistic nearest neighbor queries on uncertain moving object trajectories

J Niedermayer, A Züfle, T Emrich, M Renz… - arxiv preprint arxiv …, 2013 - arxiv.org
Nearest neighbor (NN) queries in trajectory databases have received significant attention in
the past, due to their application in spatio-temporal data analysis. Recent work has …

Inferring uncertain trajectories from partial observations

P Banerjee, S Ranu, S Raghavan - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
The explosion in the availability of GPS-enabled devices has resulted in an abundance of
trajectory data. In reality, however, majority of these trajectories are collected at a low …

Probabilistic estimation of link travel times in dynamic road networks

M Asghari, T Emrich, U Demiryurek… - Proceedings of the 23rd …, 2015 - dl.acm.org
Due to the availability of large historical and real-time traffic data, car navigation systems are
becoming more and more advanced in predicting the travel time for various routes and …

A temporal-probabilistic database model for information extraction

M Dylla, I Miliaraki, M Theobald - Proceedings of the VLDB Endowment, 2013 - dl.acm.org
Temporal annotations of facts are a key component both for building a high-accuracy
knowledge base and for answering queries over the resulting temporal knowledge base …