Predictive analytics for smart parking: A deep learning approach in forecasting of iot data

F Piccialli, F Giampaolo, E Prezioso, D Crisci… - ACM Transactions on …, 2021 - dl.acm.org
… In the above-described scenario, designing a useful predictive analytics framework by …
predictive forecasting framework within the Smart Mobility realm by focusing on streets parking

Smart parking sensors, technologies and applications for open parking lots: a review

V Paidi, H Fleyeh, J Håkansson… - IET Intelligent Transport …, 2018 - Wiley Online Library
… less expenditure in using predictive analytics than deploying sensors in all parking spaces.
… of parking spaces cannot be acquired using predictive analytics and accuracy of parking

PSPS: An IoT based predictive smart parking system

RK Lenka, RK Barik, NK Das, K Agarwal… - 2017 4th IEEE Uttar …, 2017 - ieeexplore.ieee.org
… of implementing Predictive Smart Parkingsmart parking system was designed and
implemented to solve the problem [8]. This paper focused on simplifying the operations of parking

Internet of Things data analytics for parking availability prediction and guidance

Y Atif, S Kharrazi, D Jianguo… - Transactions on …, 2020 - Wiley Online Library
Smart parking service providers are potential beneficiaries of this evolution, particularly with
… to engage into predictive analytics to forecast traffic and parking dynamics that tune decision-…

Use of predictive analytics towards better management of parking lot using image processing

KA Maheshwari, P Bagavathi Sivakumar - Computational Vision and Bio …, 2018 - Springer
… As more and more smart cities are planned in India, there is a growing need for smart
parking and smart transportation. Parking has been identified as a major challenge to traffic …

Smart parking tools suitability for open parking lots: A review

V Paidi, H Fleyeh, J Håkansson… - … Conference on Vehicle …, 2018 - diva-portal.org
… less expenditure in using predictive analytics than deploying sensors in all parking spaces.
… of parking spaces cannot be acquired using predictive analytics and accuracy of parking

Asset-lite parking: Big data analytics in development of sustainable smart parking solutions in Washington, DC

SS Dey, M Darst, S Dock… - Transportation …, 2016 - journals.sagepub.com
parking occupancy detection is often the missing piece when municipalities migrate up the
smart parking … real-time information to customers about parking availability; (b) make demand-…

Distributed modeling of smart parking system using LSTM with stochastic periodic predictions

T Anagnostopoulos, P Fedchenkov, N Tsotsolas… - Neural Computing and …, 2020 - Springer
… a green smart city (SC) ecosystem. In this paper, we propose to model smart parking (SP) …
We use LSTM for stochastic prediction based on periodic data provided by parking sensors. …

Smart parking: Using a crowd of taxis to sense on-street parking space availability

F Bock, S Di Martino, A Origlia - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… of the collected information about on-street parking availability, too. Thus, traffic management
authorities interested in smart parking solutions should not underestimate the impact of …

A Study on AI and Blockchain-Powered Smart Parking Models for Urban Mobility

K Sundaramoorthy, A Singh, G Sumathy… - … of Research on AI and …, 2024 - igi-global.com
Predictive analytics and … smart parking solutions, providing previously unheard-of options
to relieve traffic, lessen environmental impact, improve user experience, and secure parking