Get started
Author

Sonia Mrad

Institution: Manouba University
Observed institution: Manouba University
ORCID: 0000-0002-1755-4355
Observed ORCID: 0000-0002-1755-4355
OpenAlex ID: A5017435722
Pathways to sustainable transportation in G-20 countries: Unveiling the role of green technology, green energy, green finance and digital economy using panel data and machine learning analyses
2025 · Manel Ouni, Sonia Mrad, et al. · Research in Transportation Business & Management · 22
Exploring the Dynamic Linkages Between Poverty, Transportation Infrastructure, Inclusive Growth and Technology: A Continent-Wise Comparison in Lower-Middle-Income Countries
2025 · Manel Ouni, Rafaa Mraihi, et al. · Journal of the Knowledge Economy · 16
Efficient implementation of a wavelet neural network model for short-term traffic flow prediction: Sensitivity analysis
2024 · Sonia Mrad, Rafaa Mraihi, et al. · International Journal of Transportation Science and Technology · 15
An Overview of Model-Driven and Data-Driven Forecasting Methods for Smart Transportation
2023 · Sonia Mrad, Rafaa Mraihi · Studies in big data · 12
Towards a Sustainable Transportation System: Innovative Measures to Alleviate Road Traffic Congestion
2023 · Sonia Mrad, Rafaa Mraihi · Advances in marketing, customer relationship management, and e-services book series · 6
Short Term Prediction of Hourly Traffic Volume Using Neural Network in Interurban Freeway
2019 · Sonia Mrad, Rafaa Mraihi · International Colloquium on Logistics and Supply Chain Management (LOGISTIQUA) · 2
Traffic Congestion Analysis Using Wavelet-Based Singularity Detection: A Comparative Study of MODWT and SWT
2026 · Sonia Mrad, Rafaa Mraihi · WORLD SCIENTIFIC eBooks
Advancing Smart Transportation Through AI for Sustainable Traffic Management
2025 · Sonia Mrad, Rafaa Mraihi · IEEE Afro-Mediterranean Conference on Artificial Intelligence (AMCAI)
Works count: 8
Citation count: 73
H-index: 5
I10-index: 4
Year
Topic
Type