selected scholarly activity
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chapters
- CPS-Based Approach to Improve Management of Heavy Construction Projects. 89-105. 2020
- Human-in-the-Loop Cyber-Physical Systems for Construction Safety. 161-173. 2020
- R&D Investment and Impact in the Global Construction Industry. 60-80. 2014
- Tool Condition Monitoring in Machining. Springer Series in Advanced Manufacturing. 55-82. 2006
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conferences
- Variable Speed Limits Control for Smart Work Zone with Connected Vehicles. Proceedings of the International Symposium on Automation and Robotics in Construction (IAARC). 1120-1127. 2024
- A Comparative Study of Stationary and Dynamic Vehicular Micro Clouds: A Case of Vehicle Platooning for Incident Management. IEEE Vehicular Technology Conference. 1-8. 2024
- Advancing Travel Time Prediction in Intelligent Transportation Systems Through Leaning-Based Uncertainty Quantification. 2024 IEEE INTERNATIONAL CONFERENCE ON SMART MOBILITY, SM 2024. 165-170. 2024
- Learning Assisted Simulation-Optimization Framework for Resilient Freight Transport Corridors. 2024 IEEE INTERNATIONAL CONFERENCE ON SMART MOBILITY, SM 2024. 159-164. 2024
- Assessment of the Impact of Network Infrastructure Failure on Infrastructure-supported vs. Infrastructure-Less V2X Systems. 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC). 2030-2037. 2023
- Using Deep Learning for Assessment of Workers' Stress and Overload. Proceedings of the International Symposium on Automation and Robotics in Construction (IAARC). 872-877. 2020
- Freeway work zone traffic state estimation with fault diagnosis. Computing in Construction. 40-47. 2019
- Fault-tolerant variable speed limit control for freeway work zone. CEUR Workshop Proceedings. 2019
- Modeling and Simulation of an Autonomous-capable Electrified Vehicle: A Review. 2018 IEEE Electrical Power and Energy Conference (EPEC). 1-7. 2018
- Evaluating reinforcement learning state representations for adaptive traffic signal control. Procedia Computer Science. 26-33. 2018
- Evaluating the Generalization of Actor–Critic Traffic Signal Control 2018
- Optimal Variable Speed Limit Control under Connected Work Zone and Connected Vehicle Environment. Proceedings of the International Symposium on Automation and Robotics in Construction (IAARC). 997-1004. 2017
- A Comprehensive Spatio-Temporal Network-Based Model for Dynamic Risk Analysis on Struck-by-Equipment Hazard. Computing in Civil Engineering 2017. 384-391. 2017
- Smart Tracking of Highway Construction Projects. Computing in Civil Engineering 2017. 187-195. 2017
- Time-Cuboid Model with Reduced False Alarms for Construction Safety. Construction Research Congress 2016. 2995-3004. 2016
- Employing Unmanned Aerial Vehicles (UAV) to Enhance building Roof Inspection Practices: A Case Study. Proceedings Annual Conference Canadian Society for Civil Engineering. 296-305. 2016
- Battery characterization and state-of-charge prediction for different journey conditions with the help of the "journey mapping" concept. IECON 2015 - 41ST ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY. 3683-3688. 2015
- “Journey Mapping” - a new approach for defining automotive drive cycles. 2015 IEEE Transportation Electrification Conference and Expo (ITEC). 2015
- Scheduling optimization of linear projects considering spatio-temporal constraints 2015
- Spatio-Temporal Progress Estimation for Highway Construction. COMPUTING IN CIVIL ENGINEERING. 541-548. 2013
- Gis-based resource integrated progress tracking for construction projects using spatio-temporal data. Proceedings Annual Conference Canadian Society for Civil Engineering. 387-396. 2013
- Microsimulation-based impact assessment of the Vehicle-to-Vehicle (V2V) system for work zone safety. Proceedings Annual Conference Canadian Society for Civil Engineering. 3034-3043. 2013
- Construction work zone Traffic Management using Connected Vehicle Systems. Proceedings Annual Conference Canadian Society for Civil Engineering. 1787-1796. 2012
- Retrofit of structural steel columns using FRP-concrete composite systems. Proceedings Annual Conference Canadian Society for Civil Engineering. 3067-3076. 2012
- Go/No-Go decisions for BOT projects. Proceedings Annual Conference Canadian Society for Civil Engineering. 2359-2368. 2011
- Using reference RFID tags for calibrating the estimated locations of construction materials. Automation in Construction. 677-685. 2011
- Belief Function Based Algorithm for Material Detection and Tracking in Construction. BELIEF 2010 : Workshop on the Theory of Belief Functions. CDROM-6 pages. 2010
- Multisensor data fusion: Antecedents and directions. 2009 3rd International Conference on Signals, Circuits and Systems (SCS). 1-6. 2009
- A Data Fusion Model for Location Estimation in Construction. Proceedings of the International Symposium on Automation and Robotics in Construction (IAARC). 429-436. 2009
- Multisensor Data Fusion: Antecedents and Directions. 2009 3RD INTERNATIONAL CONFERENCE ON SIGNALS, CIRCUITS AND SYSTEMS (SCS 2009). 46-51. 2009
- Real world implementation of belief function theory to detect dislocation of materials in construction. Fusion Journal. 748-755. 2009
- Field trial of automated material tracking in construction. Canadian Society for Civil Engineering - Annual Conference of the Canadian Society for Civil Engineering 2008 - "Partnership for Innovation". 1503-1511. 2008
- Models For Locating RFID Nodes 2006
- 3D Finite Element Analysis for the High Speed Machining of Hardened Steel. Manufacturing. 201-209. 2002
- Qualitative traffic analysis using image processing and time-delayed neural network. Proceedings. The IEEE 5th International Conference on Intelligent Transportation Systems. 55-60. 2002
- Smartphone Construction Safety Awareness System: A Cyber-Physical System Approach
- Traffic-Flow Characteristics of Cooperative vs. Autonomous Automated Vehicles
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journal articles
- A learning-based robust optimization framework for synchromodal freight transportation under uncertainty. Transportation Research Part E: Logistics and Transportation Review. 195. 2025
- Enhancing Traffic Speed Prediction Accuracy: The Multialgorithmic Ensemble Model With Spatiotemporal Feature Engineering. Journal of Advanced Transportation. 2025. 2025
- Headway Anomaly Detection for Lane-Based Queuing Status Classification Using Detector Presence Data: Comparative Study. Transportation Research Record. 2025
- Highway non-recurrent congestion prediction using a multi-step spatio-temporal deep learning approach. Transportation Letters. ahead-of-print. 2025
- A Network-Based, Data-Driven Methodology for Identifying and Ranking Freight Bottlenecks. Data Science for Transportation. 6:20. 2024
- Cycle Maximum Queue Length Estimation: An Integrated Deep Learning and Adaptive Neuro-Fuzzy Inference System Framework. IEEE Access. 12:166564-166587. 2024
- Predicting freeway non-recurring congestion via a spatio-temporal deep learning approach. Transportmetrica A: Transport Science. ahead-of-print. 2024
- Edge Video Analytics: A Survey on Applications, Systems and Enabling Techniques. IEEE Communications Surveys and Tutorials. 25:2951-2982. 2023
- Adoption patterns of autonomous technologies in Logistics: evidence for Niagara Region. Transportation Letters. 14:685-696. 2022
- Fault-Tolerant Control of Variable Speed Limits for Freeway Work Zone With Recurrent Sensor Faults. IEEE Transactions on Intelligent Transportation Systems. 23:10815-10826. 2022
- Perceived barriers to the movement of goods in Canada: A grounded theory investigation. Transportation Research Part A: Policy and Practice. 162:27-45. 2022
- Transportation data visualization with a focus on freight: a literature review. Transportation Planning and Technology. 45:358-401. 2022
- Applications of machine learning methods in port operations – A systematic literature review. Transportation Research Part E: Logistics and Transportation Review. 161:102722-102722. 2022
- Factors Affecting Driving Cessation of Older Adults and Their Satisfaction with Mobility Options. Transportation Research Record. 2676:315-324. 2022
- System Optimization of Shared Mobility in Suburban Contexts. Sustainability. 14:876-876. 2022
- Older adults and their willingness to use semi and fully autonomous vehicles: A structural equation analysis. Journal of Transport Geography. 95:103133-103133. 2021
- Exploring the determinants of older adults’ susceptibility to pedestrians’ incidents. Accident Analysis and Prevention. 155:106100-106100. 2021
- A systematic assessment of the use of opponent variables, data subsetting and hierarchical specification in two-party crash severity analysis. Accident Analysis and Prevention. 144:105666-105666. 2020
- Fault-tolerant control of variable speed limits for freeway work zone using likelihood estimation. Advanced Engineering Informatics. 45:101133-101133. 2020
- Policy Analysis of Adaptive Traffic Signal Control Using Reinforcement Learning. Journal of Computing in Civil Engineering. 34. 2020
- Network-Based Safety Leading Indicators for Safety Risk Analysis in Construction. Proceedings of the Human Factors and Ergonomics Society. 63:1787-1791. 2019
- An Open-Source Framework for Adaptive Traffic Signal Control. arXiv:1909.00395 [cs, eess]. 2019
- An Open-Source Framework for Adaptive Traffic Signal Control. arXiv:1909.00395 [cs, eess]. 2019
- Asynchronous n-step Q-learning adaptive traffic signal control. Journal of Intelligent Transportation Systems. 23:319-331. 2019
- Evaluating Reinforcement Learning State Representations for Adaptive Traffic Signal Control. International Journal of Traffic and Transportation Management. 01. 2019
- A Review of Social, Physiological, and Cognitive Factors Affecting Construction Safety. ISARC Proceedings. 317-323. 2019
- A Cognitive Advanced Driver Assistance Systems Architecture for Autonomous-Capable Electrified Vehicles. IEEE Transactions on Transportation Electrification. 5:48-58. 2019
- Variable Speed Limit for Freeway Work Zone with Capacity Drop Using Discrete-Time Sliding Mode Control. Journal of Computing in Civil Engineering. 33. 2019
- Integrated and Automated Systems for Safe Construction Sites. Professional safety. 64:41-45. 2019
- A review of autonomous vehicle technology landscape. International Journal of Electric and Hybrid Vehicles. 11:320-320. 2019
- Artificial neural network based adaptive control for plug-in hybrid electric vehicles. International Journal of Electric and Hybrid Vehicles. 11:127-127. 2019
- Artificial neural network based adaptive control for plug-in hybrid electric vehicles. International Journal of Electric and Hybrid Vehicles. 11:127-127. 2019
- Factors That Influence Older Canadians’ Preferences for using Autonomous Vehicle Technology: A Structural Equation Analysis. Transportation Research Record. 2673:469-480. 2019
- Traffic capacity implications of automated vehicles mixed with regular vehicles. Journal of Intelligent Transportation Systems. 22:244-262. 2018
- Spatiotemporal Network-Based Model for Dynamic Risk Analysis on Struck-by-Equipment Hazard. Journal of Computing in Civil Engineering. 32. 2018
- Optimizing the number and locations of freeway roadside equipment units for travel time estimation in a connected vehicle environment. Journal of Intelligent Transportation Systems. 21:296-309. 2017
- Study on the dynamic safety risk of struck-by-equipment hazard: risk analysis, prediction and safety performance evaluation. 6th Csce CRC International Construction Specialty Conference 2017 Held as Part of the Canadian Society for Civil Engineering Annual Conference and General Meeting 2017. 2:1345-1354. 2017
- Uncertainty-Aware Linear Schedule Optimization: A Space-Time Constraint-Satisfaction Approach. Journal of construction engineering and management. 143. 2017
- Mapping the Vulnerability of Asthmatic Allergy Prevalence Based on Environmental Characteristics through Fuzzy Spatial Association Rule Mining. Journal of Environmental Informatics. 28:1-10-10-1-10-10. 2017
- 'Journey Mapping', re-defined drive cycle: an accurate vehicle performance prediction tool. International Journal of Electric and Hybrid Vehicles. 9:169-169. 2017
- 'Journey Mapping', re-defined drive cycle: an accurate vehicle performance prediction tool. International Journal of Electric and Hybrid Vehicles. 9:169-169. 2017
- Journey Mapping—A New Approach for Defining Automotive Drive Cycles. IEEE Transactions on Industry Applications. 52:5121-5129. 2016
- Two 4D Models Effective in Reducing False Alarms for Struck-by-Equipment Hazard Prevention. Journal of Computing in Civil Engineering. 30. 2016
- Using a Deep Reinforcement Learning Agent for Traffic Signal Control. arXiv:1611.01142 [cs]. 2016
- Erratum. Journal of Intelligent Transportation Systems. 20:485-485. 2016
- An Integrated INS-GPS-Raspberry Pi System Using the Time-Sphere Model for Real-Time Identification of Struck-by-Equipment Hazard. ISARC Proceedings. 1032-1040. 2016
- Assessing the Potential Impacts of Connected Vehicles: Mobility, Environmental, and Safety Perspectives. Journal of Intelligent Transportation Systems. 20:229-243. 2016
- Impact of Connected Vehicle on Work Zone Network Safety through Dynamic Route Guidance. Journal of Computing in Civil Engineering. 30. 2016
- Low False Alarm Rate Model for Unsafe-Proximity Detection in Construction. Journal of Computing in Civil Engineering. 30. 2016
- A GIS-Based Integer Programming Approach for the Location of Solid Waste Collection Depots. Journal of Environmental Informatics. 28:39-44. 2016
- Evaluation of connected vehicle impact on mobility and mode choice. Journal of Traffic and Transportation Engineering (English Edition). 2:301-312. 2015
- FRP-Confined Concrete Composite Retrofit System for Structural Steel Columns. Journal of Composites for Construction. 19. 2015
- Retrofitting Suburban Homes for Resiliency: Design Principles. Journal of the Urban Planning and Development Division, ASCE. 141. 2015
- An integrated framework to prevent unsafe proximity hazards in construction by optimizing spatio-temporal constraints 2015
- Location-Aware Scheduling and Control of Linear Projects: Introducing Space-Time Float Prisms. Journal of construction engineering and management. 141. 2015
- Options to Bring Design and Construction Experience into the Classroom. Practice Periodical on Structural Design and Construction. 19:36-40. 2014
- Corrigendum to ‘Multisensor data fusion: A review of the state-of-the-art’ [Information Fusion 14 (1) (2013) 28–44]. Information Fusion. 14:562-562. 2013
- Interval Binary Programming Model for Noise Control Within an Urban Environment. Journal of Environmental Informatics. 21:93-101. 2013
- 3. Minimizing Vehicular Travel Distances to Schools in Communities with Declining Enrolments Using Integer Programming. Integer Programming-Based Approaches for. 46-46. 2013
- Multisensor data fusion: A review of the state-of-the-art. Information Fusion. 14:28-44. 2013
- GPS-less indoor construction location sensing. Automation in Construction. 28:128-136. 2012
- Location-aware resource-driven scheduling. Proceedings, Annual Conference - Canadian Society for Civil Engineering. 1:791-800. 2012
- Dislocation detection in field environments: A belief functions contribution. Expert Systems With Applications. 39:8505-8513. 2012
- RFID deployment protocols for indoor construction. Construction Innovation. 12:239-258. 2012
- Reliability-Based Hybrid Data Fusion Method for Adaptive Location Estimation in Construction. Journal of Computing in Civil Engineering. 26:1-10. 2012
- Indoor construction location sensing using low cost passive RFID tags. Proceedings, Annual Conference - Canadian Society for Civil Engineering. 3:2369-2378. 2011
- Data-Fusion Approaches and Applications for Construction Engineering. Journal of construction engineering and management. 137:863-869. 2011
- Multisensor data fusion for on-site materials tracking in construction. Automation in Construction. 19:1037-1046. 2010
- Erratum: An implementation model for automated construction materials tracking and locating. Canadian Journal of Civil Engineering. 37:929-929. 2010
- Automated Materials Tracking and Locating: Impact Modeling and Estimation. Construction Research Congress 2010. 41-50. 2010
- An implementation model for automated construction materials tracking and locating. Canadian Journal of Civil Engineering. 37:588-599. 2010
- Locating sensor nodes on construction projects. Autonomous Robots. 22:255-263. 2007
- Decarbonization through modal shift using a synchromodal platform: A case study in the Great Lakes. Journal of Supply Chain Management Science. 4:97-113.
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other
- (PDF) Microsimulation based Impact Assessment of the Vehicle to Vehicle (V2V) System for Work Zone Safety
- Battery characterization and state-of-charge prediction for different journey conditions with the help of the "journey mapping" concept - IEEE Conference Publication
- Qualitative traffic analysis using image processing and time-delayed neural network - IEEE Conference Publication
- Spatio-Temporal Progress Estimation for Highway Construction \textbar Computing in Civil Engineering (2013)
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preprints