User profiling from their use of smartphone applications: A survey

S Zhao, S Li, J Ramos, Z Luo, Z Jiang, AK Dey… - Pervasive and Mobile …, 2019 - Elsevier
The number and popularity of smartphone applications is rising dramatically. Users install
and use applications depending on their needs and interests. Applications on smartphones …

AIS-based vessel trajectory compression: a systematic review and software development

RW Liu, S Zhou, S Yin, Y Shu… - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
With the advancement of satellite and 5G communication technologies, vehicles can
transmit and exchange data from anywhere in the world. It has resulted in the generation of …

A novel convolutional neural network based indoor localization framework with WiFi fingerprinting

X Song, X Fan, C **ang, Q Ye, L Liu, Z Wang… - IEEE …, 2019 - ieeexplore.ieee.org
With the ubiquitous deployment of wireless systems and pervasive availability of smart
devices, indoor localization is empowering numerous location-based services. With the …

Explicit evolutionary multitasking for combinatorial optimization: A case study on capacitated vehicle routing problem

L Feng, Y Huang, L Zhou, J Zhong… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Recently, evolutionary multitasking (EMT) has been proposed in the field of evolutionary
computation as a new search paradigm, for solving multiple optimization tasks …

[HTML][HTML] Incorporation of adaptive compression into a GPU parallel computing framework for analyzing large-scale vessel trajectories

Y Li, H Li, C Zhang, Y Zhao, Z Yang - Transportation Research Part C …, 2024 - Elsevier
Abstract Automatic Identification System (AIS) offers a wealth of vessel navigation data,
which underpins research in maritime data mining, situational awareness, and knowledge …

Artificial intelligence-empowered edge of vehicles: architecture, enabling technologies, and applications

H Ji, O Alfarraj, A Tolba - IEEE Access, 2020 - ieeexplore.ieee.org
With the proliferation of mobile devices and a wealth of rich application services, the Internet
of vehicles (IoV) has struggled to handle computationally intensive and delay-sensitive …

TRACE: Real-time compression of streaming trajectories in road networks

T Li, L Chen, CS Jensen, TB Pedersen - Proceedings of the VLDB …, 2021 - vbn.aau.dk
The deployment of vehicle location services generates increasingly massive vehicle
trajectory data, which incurs high storage and transmission costs. A range of studies target …

L2mm: learning to map matching with deep models for low-quality gps trajectory data

L Jiang, CX Chen, C Chen - ACM Transactions on Knowledge Discovery …, 2023 - dl.acm.org
Map matching is a fundamental research topic with the objective of aligning GPS trajectories
to paths on the road network. However, existing models fail to achieve satisfactory …

Research on small target detection in driving scenarios based on improved yolo network

Q Xu, R Lin, H Yue, H Huang, Y Yang, Z Yao - IEEE Access, 2020 - ieeexplore.ieee.org
The obtainment of road condition information during driving is extremely important for a
driver. However, drivers usually cannot notice multiple information at the same time, which …

Robust computation offloading and resource scheduling in cloudlet-based mobile cloud computing

M Chen, S Guo, K Liu, X Liao… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Mobile cloud computing (MCC) as an emerging computing paradigm enables mobile
devices to offload their computation tasks to nearby resource-rich cloudlets so as to augment …