Privacy preserving location data publishing: A machine learning approach

S Shaham, M Ding, B Liu, S Dang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Publishing datasets plays an essential role in open data research and promoting
transparency of government agencies. However, such data publication might reveal users' …

Intelligent group prediction algorithm of GPS trajectory based on vehicle communication

G Chen, L Wang, M Alam… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
With the rapid development of in-vehicle communication technology and the integration of
big data intelligent technology, intelligent algorithms for vehicle communication used to …

A Trajectory K-Anonymity Model Based on Point Density and Partition

W Yu, H Shi, H Xu - arXiv preprint arXiv:2307.16849, 2023 - arxiv.org
As people's daily life becomes increasingly inseparable from various mobile electronic
devices, relevant service application platforms and network operators can collect numerous …

Position prediction system based on spatio-temporal regularity of object mobility

X Li, C Yu, L Ju, J Qin, Y Zhang, L Dou, S Yuqing - Information Systems, 2018 - Elsevier
With the accumulation of the vast amount of location data acquired by positioning devices
embedded in mobile phones and cars, position prediction of moving objects has been an …

[PDF][PDF] PRIVACY PRESERVING LOCATION DATA PUBLISHING-A MACHINE LEARNING APPROACH

SV Ramana, MK Reddy, N Vaishnavi, M Srija… - jcdronline.org
Publishing datasets plays an essential role in open data research and promoting
transparency of government agencies. However, such data publication might reveal users' …

Time mode based next position prediction system

C Yu, X Li, L Ju, Y Zhang, J Qin… - 2017 IEEE 19th …, 2017 - ieeexplore.ieee.org
Position prediction of moving object has become a reality utilizing the vast amount of
location data acquired by positioning devices embedded in mobile phones and cars. In this …

[PDF][PDF] Location Privacy in the Era of Big Data and Machine Learning

S Shaham - 2019 - core.ac.uk
Location data of individuals is one of the most sensitive sources of information that once
revealed to ill-intended individuals or service providers, can cause severe privacy concerns …