Modeling and analysis in marine big data: Advances and challenges

D Huang, D Zhao, L Wei, Z Wang… - … Problems in Engineering, 2015 - Wiley Online Library
It is aware that big data has gathered tremendous attentions from academic research
institutes, governments, and enterprises in all aspects of information sciences. With the …

Uncertain spatial data management: An overview

A Züfle - Handbook of Big Geospatial Data, 2020 - Springer
Both the current trends in technology such as smart phones, general mobile devices,
stationary sensors, and satellites as we as a new user mentality of using this technology to …

Privacy-aware dynamic ride sharing

P Goel, L Kulik, K Ramamohanarao - ACM Transactions on Spatial …, 2016 - dl.acm.org
Dynamic ride sharing is a service that enables shared vehicle rides in real time and on short
notice. It can be an effective solution to counter the problem of increasing traffic jams at peak …

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 …

Managing uncertainty in spatial and spatio-temporal data

R Cheng, T Emrich, HP Kriegel… - 2014 IEEE 30th …, 2014 - ieeexplore.ieee.org
Location-related data has a tremendous impact in many applications of high societal
relevance and its growing volume from heterogeneous sources is one true example of a Big …

Managing uncertainty in evolving geo-spatial data

A Züfle, G Trajcevski, D Pfoser… - 2020 21st IEEE …, 2020 - ieeexplore.ieee.org
Our ability to extract knowledge from evolving spatial phenomena and make it actionable is
often impaired by unreliable, erroneous, obsolete, imprecise, sparse, and noisy data …

[PDF][PDF] Efficient Contact Similarity Query over Uncertain Trajectories.

X Zhang, S Ray, F Shoeleh, R Lu… - …, 2021 - edbt2021proceedings.github.io
The problem of studying the effective contact between different moving objects (MOs) has
received great interest in recent years. However, the uncertain nature of trajectory data …

Reverse-nearest neighbor queries on uncertain moving object trajectories

T Emrich, HP Kriegel, N Mamoulis… - Database Systems for …, 2014 - Springer
Reverse nearest neighbor (RNN) queries in spatial and spatio-temporal databases have
received significant attention in the database research community over the last decade. A …

FSPTwigFast: Holistic twig query on fuzzy spatiotemporal XML data

L Bai, Y Li, J Liu - Applied Intelligence, 2017 - Springer
With spatiotemporal applications increasing, a large amount of spatiotemporal data
emerges. Because temporal and spatial attributes are often vague, research on fuzzy …

Minimal spatio-temporal database repairs

M Mauder, M Reisinger, T Emrich, A Züfle… - Advances in Spatial and …, 2015 - Springer
This work addresses the problem of efficient detection and fixing of inconsistencies in spatio-
temporal databases. In contrast to traditional database settings, where integrity constraints …