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- research-articleJune 2022
Toward a real‐time Smart Parking Data Management and Prediction (SPDMP) system by attributes representation learning
International Journal of Intelligent Systems (IJIS), Volume 37, Issue 8Pages 4437–4470https://doi.org/10.1002/int.22725AbstractManaging and estimating the availability information of parking lots is of great importance to travelers and managers. However, the task is very challenging since the occupancy rate is affected by various factors, including spatial‐temporal ...
- research-articleDecember 2019
A deep learning approach to real-time parking availability prediction for smart cities
DATA '19: Proceedings of the Second International Conference on Data Science, E-Learning and Information SystemsArticle No.: 16, Pages 1–7https://doi.org/10.1145/3368691.3368707Nowadays, urban traffic affects the quality of life in cities and metropolitan areas as the problem becomes ever more exacerbated by parking issues: congestion increases due to drivers looking for slots to park their vehicles. An Internet of Things ...
- research-articleOctober 2018
Parking Data Collection, Storage and Mining in Smart City
ICBDR '18: Proceedings of the 2nd International Conference on Big Data ResearchPages 95–99https://doi.org/10.1145/3291801.3291841With the continuous and fast development of urbanization, traffic congestion has become a major problem in cities. However, new technologies provide us opportunity to tackle the problem in an efficient way. As people know, intelligent traffic is an ...
- research-articleSeptember 2015
On-Street and Off-Street Parking Availability Prediction Using Multivariate Spatiotemporal Models
IEEE Transactions on Intelligent Transportation Systems (TITS), Volume 16, Issue 5Pages 2913–2924https://doi.org/10.1109/TITS.2015.2428705Parking guidance and information (PGI) systems are becoming important parts of intelligent transportation systems due to the fact that cars and infrastructure are becoming more and more connected. One major challenge in developing efficient PGI systems is ...