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 …
massive spatial trajectory data, which represent the mobility of a diversity of moving objects …
Location prediction on trajectory data: A review
R Wu, G Luo, J Shao, L Tian… - Big data mining and …, 2018 - ieeexplore.ieee.org
Location prediction is the key technique in many location based services including route
navigation, dining location recommendations, and traffic planning and control, to mention a …
navigation, dining location recommendations, and traffic planning and control, to mention a …
TrajCompressor: An Online Map-matching-based Trajectory Compression Framework Leveraging Vehicle Heading Direction and Change
Massive and redundant vehicle trajectory data are continuously sent to the data center via
vehicle-mounted GPS devices, causing a number of sustainable issues, such as storage …
vehicle-mounted GPS devices, causing a number of sustainable issues, such as storage …
Adaptive douglas-peucker algorithm with automatic thresholding for AIS-based vessel trajectory compression
Automatic identification system (AIS) is an important part of perfecting terrestrial networks,
radar systems and satellite constellations. It has been widely used in vessel traffic service …
radar systems and satellite constellations. It has been widely used in vessel traffic service …
[PDF][PDF] Time geography and space-time prism
HJ Miller - International encyclopedia of geography: People, the …, 2017 - u.osu.edu
Time geography is a constraints-oriented approach to understanding human activities in
space and time. Time geography recognizes that humans have fundamental spatial and …
space and time. Time geography recognizes that humans have fundamental spatial and …
Review and classification of trajectory summarisation algorithms: From compression to segmentation
D Amigo, D Sánchez Pedroche… - … of Distributed Sensor …, 2021 - journals.sagepub.com
With the continuous development and cost reduction of positioning and tracking
technologies, a large amount of trajectories are being exploited in multiple domains for …
technologies, a large amount of trajectories are being exploited in multiple domains for …
An overview of moving object trajectory compression algorithms
P Sun, S Xia, G Yuan, D Li - Mathematical Problems in …, 2016 - Wiley Online Library
Compression technology is an efficient way to reserve useful and valuable data as well as
remove redundant and inessential data from datasets. With the development of RFID and …
remove redundant and inessential data from datasets. With the development of RFID and …
Semantic management of moving objects: A vision towards smart mobility
This position paper presents our vision for the semantic management of moving objects. We
argue that exploiting semantic techniques in mobility data management can bring valuable …
argue that exploiting semantic techniques in mobility data management can bring valuable …
Symbolic trajectories
RH Güting, F Valdés, ML Damiani - ACM Transactions on Spatial …, 2015 - dl.acm.org
Due to the proliferation of GPS-enabled devices in vehicles or with people, large amounts of
position data are recorded every day and the management of such mobility data, also called …
position data are recorded every day and the management of such mobility data, also called …
Efficient data collection and accurate travel time estimation in a connected vehicle environment via real-time compressive sensing
Connected vehicles (CVs) can capture and transmit detailed data such as vehicle position
and speed through vehicle-to-vehicle and vehicle-to-infrastructure communications. The …
and speed through vehicle-to-vehicle and vehicle-to-infrastructure communications. The …