Traffic sensor location problem: Three decades of research
M Owais - Expert Systems with Applications, 2022 - Elsevier
Traffic flow data is a decisive element in transportation planning and traffic management.
Over time, traffic sensors have been recognized as sources of such data. Despite their …
Over time, traffic sensors have been recognized as sources of such data. Despite their …
How to incorporate machine learning and microsimulation tools in travel demand forecasting in multi-modal networks
M Owais - Expert Systems with Applications, 2024 - Elsevier
There is no doubt that the travel demand forecasting stage is the most crucial stage in any
transportation project, with the aim of improving existing facilities or establishing one from …
transportation project, with the aim of improving existing facilities or establishing one from …
Residual neural networks for origin–destination trip matrix estimation from traffic sensor information
A Alshehri, M Owais, J Gyani, MH Aljarbou, S Alsulamy - Sustainability, 2023 - mdpi.com
Traffic management and control applications require comprehensive knowledge of traffic
flow data. Typically, such information is gathered using traffic sensors, which have two basic …
flow data. Typically, such information is gathered using traffic sensors, which have two basic …
Global sensitivity analysis for seismic performance of shear wall with high-strength steel bars and recycled aggregate concrete
LK Idriss, M Owais - Construction and Building Materials, 2024 - Elsevier
In terms of bearing lateral loads, a reinforced concrete shear wall (SW) is one of the most
crucial structural elements in structures. Despite their significance, recent experimental …
crucial structural elements in structures. Despite their significance, recent experimental …
Variance-based global sensitivity analysis for rear-end crash investigation using deep learning
Traffic accidents are rare events with inconsistent spatial and temporal dimensions; thus,
accident injury severity (INJ-S) analysis faces a significant challenge in its classification and …
accident injury severity (INJ-S) analysis faces a significant challenge in its classification and …
[HTML][HTML] Safety evaluation of flower roundabout considering autonomous vehicles operation
A Severino, G Pappalardo, S Curto, S Trubia… - Sustainability, 2021 - mdpi.com
With the significant technological growth that affected autonomous vehicles in the last
decade, several consequences occurred as: human factor exclusion, entry and exit …
decade, several consequences occurred as: human factor exclusion, entry and exit …
Modeling Hot-Mix asphalt dynamic modulus using deep residual neural Networks: Parametric and sensitivity analysis study
The dynamic modulus (E*) of hot-mix asphalt mixtures is one of the most tedious and time-
consuming laboratory testing material properties. It requires costly, advanced equipment …
consuming laboratory testing material properties. It requires costly, advanced equipment …
Global sensitivity analysis for studying hot-mix asphalt dynamic modulus parameters
The dynamic modulus (E*) of hot-mix asphalt mixtures is one of the most laborious and time-
consuming material parameters to measure in the laboratory. It involves expensive …
consuming material parameters to measure in the laboratory. It involves expensive …
New Approach for Estimating Intersection Control Delay from Passive Traffic Sensors at Network Level
In junction traffic operations, vehicle delay is one of the most essential performance
measures of effectiveness. It allows traffic engineers to assess the performance of a traffic …
measures of effectiveness. It allows traffic engineers to assess the performance of a traffic …
Design scheme of multiple-subway lines for minimizing passengers transfers in mega-cities transit networks
The integration of subway and bus networks has become an effective solution to reduce the
growing congestion. This study presents a practical scheme of multiple subway line design …
growing congestion. This study presents a practical scheme of multiple subway line design …