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Frank Charles Ngeni
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Year
Hybrid classical-quantum deep learning models for autonomous vehicle traffic image classification under adversarial attack
R Majumder, SM Khan, F Ahmed, Z Khan, F Ngeni, G Comert, ...
arXiv preprint arXiv:2108.01125, 2021
162021
Pavement Distress Identification Based on Computer Vision and Controller Area Network (CAN) Sensor Models
C Ruseruka, J Mwakalonge, G Comert, S Siuhi, F Ngeni, K Major
Sustainability 15 (8), 6438, 2023
42023
Monitoring of Illegal Removal of Road Barricades Using Intelligent Transportation Systems in Connected and Non-Connected Environments
FC Ngeni, JL Mwakalonge, G Comert, S Siuhi, V Vaidyan
Center for Connected Multimodal Mobility, Clemson University, 2022
22022
Understanding socio-demographic factors associated with shared-use-paths (SUPs) utilization
B Kutela, F Ngeni, N Novat, H Shita, M Ngotonie, RJ Mwekh˘iga, N Langa, ...
Journal of Cycling and Micromobility Research 2, 100012, 2024
12024
Solving traffic data occlusion problems in computer vision algorithms using DeepSORT and quantum computing
F Ngeni, J Mwakalonge, S Siuhi
Journal of traffic and transportation engineering (English edition) 11 (1), 1-15, 2024
12024
Multiple Object Tracking (Mot) of Vehicles to Solve Vehicle Occlusion Problems Using Deepsort and Quantum Computing
FC NGENI, J Mwakalonge, S Siuhi
Available at SSRN 4183319, 2022
12022
Augmenting roadway safety with machine learning and deep learning: Pothole detection and dimension estimation using in-vehicle technologies
C Ruseruka, J Mwakalonge, G Comert, S Siuhi, F Ngeni, Q Anderson
Machine Learning with Applications 16, 100547, 2024
2024
The influence of roadway characteristics and built environment on the extent of over-speeding: An exploration using mobile automated traffic camera data
B Kutela, F Ngeni, C Ruseruka, TJ Chengula, N Novat, H Shita, A Kinero
International Journal of Transportation Science and Technology, 2024
2024
The role of socioeconomic and environmental factors on pediatric vehicular heatstroke (PVH) deaths and sentiment analysis: An investigation
F Ngeni, J Mwakalonge, G Comert, S Siuhi, TJ Chengula, C Ruseruka
Transportation Research Interdisciplinary Perspectives 23, 101012, 2024
2024
Adversarial Attack-Resilient Perception Module for Traffic Sign Classification
R Majumder, M Chowdhury, SM Khan, Z Khan, F Ahmed, F Ngeni, ...
2023
Monitoring of Illegal Removal of Road Barricades Using Intelligent Transportation Systems
F Ngeni, JL Mwakalonge, G Comert, S Siuhi, C Ruseruka
Preprints, 2023
2023
The 2017 total solar eclipse in the United States: Traffic management and lessons learned
F Ngeni, J Mwakalonge, S Siuhi
Transportation Research Interdisciplinary Perspectives 13, 100510, 2022
2022
Multiple Object Tracking (MOT) to Solve Traffic Data Occlusion Problem Using DeepSORT and Quantum Computing
FC Ngeni
South Carolina State University, 2022
2022
The Use of Topic Modeling and Categorical Correlations to Unveil Autonomous Vehicle Disengagement Patterns
TJ Chengula, J Mwakalonge, G Comert, J Perkins, F Ngeni
Available at SSRN 4666730, 0
Adversarial Attack-resilient Hybrid Classical-Quantum Deep Learning model for Traffic Sign Classification
R Majumder, M Chowdhury, SM Khan, Z Khan, F Ahmed, F Ngeni, ...
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