Publications
Journal Papers
Published/Accepted
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Cokyasar, T., Larson, J., Stinson, M., & Sahin, O. (2022). A Time-Constrained Capacitated Vehicle Routing Problem in Urban E-Commerce Delivery. Transportation Research Record.Link.
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Sahin, O., Cetin, M., Ustun Ilyas (2021). Detecting Empty and Loaded Platform Semi-Trailers Using Side-Fire LiDAR Data for Supporting Freight Analysis. Case Studies on Transport Policy Link.
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Sahin, O., R.V. Nezafat, Cetin, M. (2020). Methods for Classification of Truck Trailers Using Side-Fire Light Detection and Ranging (LiDAR) Data. Journal of Intelligent Transportation Systems. Journal Link. Open Access Link.
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R.V. Nezafat, Sahin, O., Cetin, M. (2019). Transfer Learning by Using Deep Neural Networks for Classification of Truck Body Types Based on Side-Fire Lidar Data. Journal of Big Data Analytics in Transportation. Link.
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Ahmed, U., Sahin, O., Cetin, M. (2017). Minimizing GPS Dependency for a Vehicle’s Trajectory Identification by Utilizing Data from Smartphone Inertial Sensors and OBD device. To appear in Transportation Research Record, 2017. Link.
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Paleti, R., O. Sahin, and M. Cetin (2017). Modeling the impact of latent driving patterns on traffic safety using mobile sensor data. Accident Analysis & Prevention, 107, 92-101. Link.
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J.J. Padilla, S.Y. Diallo, H. Kavak, O. Sahin, J.A. Sokolowski and R.J. Gore (2015). Semi-Automated Initialization of Simulations: An Application to Healthcare. The Journal of Defense Modeling and Simulation, doi:10.1177/1548512915570143 Link.
Peer-Reviewed Conference Papers
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Sahin, Olcay and Stinson, Monique (2022). Off-Hours Delivery: Simulated Systemwide Results for the Chicago Region METRANS - 9th International Urban Freight Conference, Long Beach, CA. Link.
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Sahin, Olcay and Stinson, Monique (2021). Analysis of Urban Freight Flows and Last-Mile, Retail Goods Movement Over Time Using Inference with GPS Trajectory Data. Transportation Research Board Innovations in Freight Data Workshop
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Sahin, Olcay and Cetin, Mecit (2021). Truck Trailer Classification Using Side-fired LiDAR Data National Travel Monitoring Exposition and Conference.
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Sahin, O., Cetin, M., Ustun, I (2020). Empty Platform Semi-Trailer classification using side-fire LIDAR data for supporting Freight Analysis and Planning In Transportation Research Board 99th Annual Meeting. [Accepted for Presentation]
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R.V. Nezafat, Sahin, O., Cetin, M. (2019). A Deep Transfer Learning Approach for Classification of Truck Body Types Based on Side-Fire LIDAR Data In Transportation Research Board 98th Annual Meeting. [Accepted for presentation]
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Sahin, O., R.V. Nezafat, Cetin, M. (2019). Classification of Truck Trailers Based on Side-Fire LIDAR Data In Transportation Research Board 98th Annual Meeting. [Accepted for poster presentation]
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R.V. Nezafat, O. Sahin, and M. Cetin (2018) Implementation of Transfer Learning for Trailer Type Identification Using Side-Fire LIDAR, ASCE’s International Conference on Transportation & Development, Pittsburgh, PA, July 15–18, 2018
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Ahmed, U., Sahin, O., Cetin, M. (2017). Minimizing GPS Dependency for a Vehicle’s Trajectory Identification by Utilizing Data from Smartphone Inertial Sensors and OBD device. In Transportation Research Board 96th Annual Meeting.
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Sahin, O., Paleti, R., Cetin, M. (2017). Investigating Relationship between Driving Patterns and Traffic Safety using Smartphones Based Mobile Sensor Data. In Transportation Research Board 96th Annual Meeting.
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Cetin, M., Ustun, I., & Sahin, O. (2016). Classification Algorithms for Detecting Vehicle Stops from Smartphone Accelerometer Data. In Transportation Research Board 95th Annual Meeting (No. 16-3993).
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J.J. Padilla, S.Y. Diallo, H. Kavak, O. Sahin, B. Nicholson (2014). Leveraging Social Media Data in Agent-based Simulations. 47th Annual Simulation Symposium, Tampa, FL, April 13-16, 2014, pp. 221-228
Technical Papers
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Zhu, S., Cetin, M., Yang, H., Sahin, O., & Mardan, A. (2021). Exploration of Corridor-Based Tolling Strategies for Virginia’s Express Toll Lanes (dot:57313). FHWA/VTRC 22-R5.
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M. Cetin, O. Sahin, R.V. Nezafat, W. Zatar, A. P. Nichols (2019). Feasibility of Estimating Commodity Flows on Highways with Existing and Emerging Technologies, Final Project Report, Virginia Transportation Research Council. pdf.
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Sahin, O., R. Paleti, and M. Cetin (2016). Investigating Relationship between Driving Patterns and Traffic Safety using Smartphones Based Mobile Sensor Data, Final Project Report, Virginia Transportation Research Council. pdf.
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M. Cetin, O. Sahin, I. Ustun (2015). Combining Different Data Sources to Predict Origin-Destinations and Flow Patterns for Trucks in Large Networks, Final Project Report, National Transportation Center – UMD. pdf.