All Stories

  1. Integrating machine learning and global sensitivity analysis for modeling public transport acceptance: evidence from Egyptian cities

    Article • Transportation Planning and Technology, March 2026, Taylor & Francis

    Dr. Mahmoud Owais

  2. Integrating machine learning and global sensitivity analysis for human-centered pedestrian path design

    Article • Innovative Infrastructure Solutions, March 2026, Springer Science + Business Media

    Dr. Mahmoud Owais

  3. Analyzing factors affecting failure mode characteristics of CFRP strengthened reinforced concrete beams using deep residual neural networks and density-based sensitivity analysis

    Article • Innovative Infrastructure Solutions, January 2026, Springer Science + Business Media

    Dr. Mahmoud Owais

  4. Studying high-density polyethylene effect in hot-mix asphalt mixtures: preprocessing and postprocessing analysis

    Article • Innovative Infrastructure Solutions, December 2025, Springer Science + Business Media

    Dr. Mahmoud Owais

  5. Integrated Deep Learning and Global Sensitivity Analysis Framework for Transportation Link Criticality Evaluation

    Article • Transportation Research Record Journal of the Transportation Research Board, December 2025, SAGE Publications

    Dr. Mahmoud Owais

  6. Transit network design problem: a half century of methodological research

    Article • Innovative Infrastructure Solutions, December 2025, Springer Science + Business Media

    Dr. Mahmoud Owais

  7. Emission reduction calculations for mass rapid transit: theory, methodology, and practical application

    Article • Innovative Infrastructure Solutions, November 2025, Springer Science + Business Media

    Dr. Mahmoud Owais

  8. Adaptive Optimization of Traffic Sensor Locations Under Uncertainty Using Flow-Constrained Inference

    Article • Applied Sciences, September 2025, MDPI AG

    Dr. Mahmoud Owais

  9. Optimizing Pozzolanic Concrete Mixtures Using Machine Learning and Global Sensitivity Analysis Techniques

    Article • International Journal of Concrete Structures and Materials, September 2025, Springer Science + Business Media

    Dr. Mahmoud Owais

  10. Modeling tensile strength of unconfined lap-spliced steel bars using deep residual neural networks and variance-based sensitivity analysis

    Article • Innovative Infrastructure Solutions, July 2025, Springer Science + Business Media

    Dr. Mahmoud Owais, Professor Shehata E Abdel Raheem

  11. A Framework for Establishing an Automated Traffic Violation Detection System in New Assiut City Using Ordinary CCTV Units

    Article • MEJ Mansoura Engineering Journal, May 2025, Faculty of Engineering, Mansoura University

    Dr. Mahmoud Owais

  12. Reliable Vehicle Routing Problem Using Traffic Sensors Augmented Information

    Article • Sensors, April 2025, MDPI AG

    Dr. Mahmoud Owais

  13. Red light crossing violations modelling using deep learning and variance-based sensitivity analysis

    Article • Expert Systems with Applications, April 2025, Elsevier

    Dr. Mahmoud Owais

  14. How to incorporate machine learning and microsimulation tools in travel demand forecasting in multi-modal networks

    Article • Expert Systems with Applications, March 2025, Elsevier

    Dr. Mahmoud Owais

  15. Preprocessing and postprocessing analysis for hot-mix asphalt dynamic modulus experimental data

    Article • Construction and Building Materials, November 2024, Elsevier

    Dr. Mahmoud Owais

  16. Modeling green recycled aggregate concrete using machine learning and variance-based sensitivity analysis

    Article • Construction and Building Materials, August 2024, Elsevier

    Dr. Mahmoud Owais

  17. Prioritizing rear-end crash explanatory factors for injury severity level using deep learning and global sensitivity analysis

    Article • Expert Systems with Applications, July 2024, Elsevier

    Dr. Mahmoud Owais

  18. Deep Learning for Integrated Origin–Destination Estimation and Traffic Sensor Location Problems

    Article • IEEE Transactions on Intelligent Transportation Systems, July 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Mahmoud Owais

  19. Notes on Bus User Assignment Problem Using Section Network Representation Method

    Article • Applied Sciences, April 2024, MDPI AG

    Dr. Mahmoud Owais

  20. Global sensitivity analysis for seismic performance of shear wall with high-strength steel bars and recycled aggregate concrete

    Article • Construction and Building Materials, January 2024, Elsevier

    Dr. Mahmoud Owais

  21. Active Traffic Sensor Location Problem for the Uniqueness of Path Flow Identification in Large-Scale Networks

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Mahmoud Owais

  22. Global sensitivity analysis for studying hot-mix asphalt dynamic modulus parameters

    Article • Construction and Building Materials, January 2024, Elsevier

    Dr. Mahmoud Owais

  23. New Approach for Estimating Intersection Control Delay From Passive Traffic Sensors at Network Level

    Article • IEEE Access, January 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Mahmoud Owais

  24. Analysing Witczak 1-37A, Witczak 1-40D and Modified Hirsch Models for asphalt dynamic modulus prediction using global sensitivity analysis

    Article • International Journal of Pavement Engineering, October 2023, Taylor & Francis

    Dr. Mahmoud Owais

  25. Residual Neural Networks for Origin–Destination Trip Matrix Estimation from Traffic Sensor Information

    Article • Sustainability, June 2023, MDPI AG

    Dr. Mahmoud Owais

  26. Exact and Heuristics Algorithms for Screen Line Problem in Large Size Networks: Shortest Path-Based Column Generation Approach

    Article • IEEE Transactions on Intelligent Transportation Systems, December 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Mahmoud Owais

  27. Traffic sensor location problem: Three decades of research

    Article • Expert Systems with Applications, December 2022, Elsevier

    Dr. Mahmoud Owais

  28. Variance-based global sensitivity analysis for rear-end crash investigation using deep learning

    Article • Accident Analysis & Prevention, February 2022, Elsevier

    Dr. Mahmoud Owais

  29. Frequency Based Transit Assignment Models: Graph Formulation Study

    Article • IEEE Access, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Mahmoud Owais

  30. Modeling Hot-Mix asphalt dynamic modulus using deep residual neural Networks: Parametric and sensitivity analysis study

    Article • Construction and Building Materials, August 2021, Elsevier

    Dr. Mahmoud Owais

  31. A factorization scheme for observability analysis in transportation networks

    Article • Expert Systems with Applications, July 2021, Elsevier

    Dr. Mahmoud Owais

  32. Integrating underground line design with existing public transportation systems to increase transit network connectivity: Case study in Greater Cairo

    Article • Expert Systems with Applications, April 2021, Elsevier

    Dr. Mahmoud Owais

  33. Modelling Pedestrians & Cyclists Interaction with Traffic Flow in Urban Areas.(Dept.C)

    Article • MEJ Mansoura Engineering Journal, December 2020, Egypts Presidential Specialized Council for Education and Scientific Research

    Dr. Mahmoud Owais

  34. Pre-trained deep learning for hot-mix asphalt dynamic modulus prediction with laboratory effort reduction

    Article • Construction and Building Materials, December 2020, Elsevier

    Dr. Mahmoud Owais

  35. Design scheme of multiple-subway lines for minimizing passengers transfers in mega-cities transit networks

    Article • International Journal of Rail Transportation, November 2020, Taylor & Francis

    Dr. Mahmoud Owais

  36. An Optimal Metro Design for Transit Networks in Existing Square Cities Based on Non-Demand Criterion

    Article • Sustainability, November 2020, MDPI AG

    Dr. Mahmoud Owais

  37. Distributing Portable Excess Speed Detectors in AL Riyadh City

    Article • International Journal of Civil Engineering, July 2020, Springer Science + Business Media

    Dr. Mahmoud Owais

  38. When to Decide to Convert a Roundabout to a Signalized Intersection: Simulation Approach for Case Studies in Jeddah and Al-Madinah

    Article • Arabian Journal for Science and Engineering, March 2020, Springer Science + Business Media

    Dr. Mahmoud Owais

  39. Robust Deep Learning Architecture for Traffic Flow Estimation from a Subset of Link Sensors

    Article • Journal of Transportation Engineering Part A Systems, January 2020, American Society of Civil Engineers (ASCE)

    Dr. Mahmoud Owais

  40. Pareto Optimal Path Generation Algorithm in Stochastic Transportation Networks

    Article • IEEE Access, January 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Mahmoud Owais

  41. Location Strategy for Traffic Emission Remote Sensing Monitors to Capture the Violated Emissions

    Article • Journal of Advanced Transportation, March 2019, Hindawi Publishing Corporation

    Dr. Mahmoud Owais

  42. Sensor location model for O/D estimation: Multi-criteria meta-heuristics approach

    Article • Operations Research Perspectives, January 2019, Elsevier

    Dr. Mahmoud Owais

  43. Complete hierarchical multi-objective genetic algorithm for transit network design problem

    Article • Expert Systems with Applications, December 2018, Elsevier

    Dr. Mahmoud Owais

  44. Incorporating Dynamic Bus Stop Simulation into Static Transit Assignment Models

    Article • International Journal of Civil Engineering, September 2016, Springer Science + Business Media

    Dr. Mahmoud Owais

  45. Multi-Objective Transit Route Network Design as Set Covering Problem

    Article • IEEE Transactions on Intelligent Transportation Systems, March 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr. Mahmoud Owais

  46. Issues Related to Transit Network Design Problem

    Article • International Journal of Computer Applications, June 2015, Foundation of Computer Science

    Dr. Mahmoud Owais

  47. Simple and Effective Solution Methodology for Transit Network Design Problem

    Article • International Journal of Computer Applications, March 2014, Foundation of Computer Science

    Dr. Mahmoud Owais

  48. OPTIMAL FREQUENCY SETTING FOR CIRCULAR BUS ROUTES IN URBAN AREAS

    Article • JES Journal of Engineering Sciences, September 2013, Egypts Presidential Specialized Council for Education and Scientific Research

    Dr. Mahmoud Owais

  49. OPTIMAL CIRCULAR BUS ROUTES PLANNING FOR TRANSIT NETWORK DESIGN PROBLEM IN URBAN AREAS

    Article • JES Journal of Engineering Sciences, July 2013, Egypts Presidential Specialized Council for Education and Scientific Research

    Dr. Mahmoud Owais

  50. EVALUATION AND ANALYSIS OF URBAN PASSENGERS TRANSPORT MODES OPERATION PERFORMANCE & EFFICIENCY

    Article • JES Journal of Engineering Sciences, March 2011, Egypts Presidential Specialized Council for Education and Scientific Research

    Dr. Mahmoud Owais

  51. ANALYSIS AND MODELING OF TRAFFIC ACCIDENTS CAUSES FOR MAIN RURAL ROADS IN EGYPT

    Article • JES Journal of Engineering Sciences, July 2010, Egypts Presidential Specialized Council for Education and Scientific Research

    Dr. Mahmoud Owais

  52. Synchronizing Al Mashaaer Train Departure Times with Pilgrims Arrival to Minimize the Expected Waiting Times

    Article • Civil-Comp, Ltd.

    Dr. Mahmoud Owais