Conference Proceedings
2014 -
- ‡C. Sazara, M. Cetin and K. Iftekharuddin, “Detecting floodwater on roadways from image data with hand-crafted features and deep transfer learning” The IEEE ITS Conference, Auckland, New Zealand, October 27-30, 2019.
- ‡E. Beheshtitabar, M. Cetin, and G.F. List, “Impacts of Downstream Observability on the Traffic Performance Within a Tunnel” The ASCE’s International Conference on Transportation & Development, Alexandria, VA, June 9–12, 2019
- ‡B. Salahshour, R.V. Nezafat, and M. Cetin, “Estimation of Unobserved Vehicles in Congested Traffic from Probe Vehicle Samples” The ASCE’s International Conference on Transportation & Development, Alexandria, VA, June 9–12, 2019
- ‡I. Ustun and M. Cetin “Speed Estimation Using Smartphone Accelerometer Data,” The 98th Annual Meeting of the Transportation Research Board, January 13-17, 2019.
- ‡R.V. Nezafat, O. Sahin, and M. Cetin, “A deep transfer learning approach for classification of truck body types based on side-fire LIDAR data,” The 98th Annual Meeting of the Transportation Research Board, January 13-17, 2019.
- ‡O. Sahin, R.V. Nezafat, and M. Cetin, “Classification of truck trailers based on side-fire LIDAR data” The 98th Annual Meeting of the Transportation Research Board, January 13-17, 2019.
- ‡R.V. Nezafat, B. Salahshour, and M. Cetin, “Classification of truck body types using a deep transfer learning approach,” The 21st IEEE International Conference on Intelligent Transportation Systems, Maui, Hawaii, USA, November 4-7, 2018
- ‡ R.V. Nezafat, M. Cetin, and D T. Nguyen “Algorithms to Find Shortest Paths with Added Constraint on Travel Fuel Emission/Consumption for Real-Life Transportation Networks,” ASCE’s International Conference on Transportation & Development, Pittsburgh, PA, July 15–18, 2018
- ‡R. V. Nezafat, E. Beheshtitabar, M. Cetin, E. Williams, and G.F. List, “Modeling and Evaluating Traffic Flow at Sag Curves when Imposing Variable Speed Limits on Connected Vehicles” The 97th Annual Meeting of the Transportation Research Board, January 2018.
- M. A. Witherow, M. I. Elbakary, K. M. Iftekharuddin, and M. Cetin, “Analysis of Crowdsourced Images for Flooding Detection” VipIMAGE 2017 Conference, Porto, Portugal, 18-20 October 2017.
- M. I. Elbakary, H. M. Abdelghaffar, K. Afrifa, H. A. Rakha, M. Cetin, and K. M. Iftekharuddin, "Aerosol detection using lidar-based atmospheric profiling," in Optics and Photonics for Information Processing XI 2017, San Diego, CA, 2017, vol. 10395, SPIE, August 7- 8, 2017.
- ‡C. Sazara, R. Vatani Nezafat, and M. Cetin, “Offline Reconstruction of Missing Vehicle Trajectory Data from 3D LIDAR” IEEE Intelligent Vehicle Symposium, Redondo Beach CA, June 11-14, 2017.
- ‡M. Cetin and K.A. Anuar, “Using Probe Vehicle Trajectories in Stop-and-Go Waves for Inferring Unobserved Vehicles” The 5th IEEE International Conference on Models and Technologies for ITS, Naples, Italy, June 26-28 2017.
- P. Johnson, D. Nguyen, M. Ng, and M. Cetin, “Domain Decomposition-Based Shortest-Path Algorithm” The 96th Annual Meeting of the Transportation Research Board, Washington, D.C., January 8-12, 2017.
- ‡U. Ahmed, O. Sahin, and M. Cetin, “Minimizing GPS Dependency for a Vehicle’s Trajectory Identification by Utilizing Data from Smartphone Inertial Sensors and OBD device” The 96th Annual Meeting of the Transportation Research Board, Washington, D.C., January 8-12, 2017.
- A. Collins, R.M. Robinson, M. Cetin, “Survey Results Comparing Value of Time Distributions for Future Auction Tolling” The 96th Annual Meeting of the Transportation Research Board, Washington, D.C., January 8-12, 2017.
- ‡G. Basar, E. Frydenlund, and M. Cetin, “Public Opinion and Attitudes towards Auction-Based Tolling Systems in a Connected and Automated Vehicle Environment” The 96th Annual Meeting of the Transportation Research Board, Washington, D.C., January 8-12, 2017.
- ‡O. Sahin, R. Paleti, and M. Cetin, “Investigating Relationship between Driving Patterns and Traffic Safety using Smartphones Based Mobile Sensor Data” The 96th Annual Meeting of the Transportation Research Board, Washington, D.C., January 8-12, 2017.
- ‡K. A. Anuar and M. Cetin, “Estimating Freeway Traffic Volume Using Shockwaves and Probe Vehicle Trajectory Data”, In Transportation Research Procedia and presented at the 19th EURO Working Group on Transportation Meeting (EWGT2016), Istanbul, Turkey, September 5-7, 2016.
- A. Alghamdi, T. Nadeem, and M. Cetin “itsBlue: A Bluetooth-Based Framework for Intersection Management ITS Applications” 2nd IEEE International Conference on Smart Computing (SMARTCOMP), St. Louis, Missouri, May 18-20, 2016.
- ‡M. Cetin, I. Ustun, and O. Sahin, “Classification Algorithms for Detecting Vehicle Stops from Smartphone Accelerometer Data”, The 95th Annual meeting of the Transportation Research Board, Washington, D.C., January 10-14, 2016.
- ‡U. Ahmed and M. Cetin, “Analyzing the Passenger Car Equivalencies for Heavy Vehicles at Tunnels and the Impacts of Bottleneck Location,” The 95th Annual meeting of the Transportation Research Board, Washington, D.C., January 10-14, 2016.
- A. Collins, E. Frydenlund, R.M. Robinson, M. Cetin, “Comparing Value of Time Distributions in a Tolling Auction Mechanism Enabled by Vehicle-To-Infrastructure Technology” The 95th Annual meeting of the Transportation Research Board, Washington, D.C., January 10-14, 2016.
- I. Makohon, M. Cetin, N. Ng, and D. Nguyen, “Unloading and Premarshalling Algorithms with Java Computer Animation for Terminal Yard Operations,” The 95th Annual meeting of the Transportation Research Board, Washington, D.C., January 10-14, 2016.
- ‡K.A. Anuar, F. Habtemichael, and M. Cetin, “Estimating Traffic Flow Rate on Freeways from Probe Vehicle Data and Fundamental Diagram,” The 18th International IEEE Conference on Intelligent Transportation Systems, Canary Islands, Spain, September 15 – 18, 2015.
- A. Salem, T. Nadeem, M. Cetin, S. EL-Tawab, “DriveBlue: Traffic Incident Prediction through Single Site Bluetooth”, The 18th International IEEE Conference on Intelligent Transportation Systems, Canary Islands, Spain, September 15 – 18, 2015.
- Shin-Ting (Cindy) Jeng, L. Chu, M. Cetin "Weigh-In-Motion Station Monitoring and Calibration using Inductive Loop Signature Technology" The 94th Annual meeting of the Transportation Research Board, Washington, D.C., January 11-15, 2015.
- A.P. Nichols and M. Cetin “Evaluation of Differential Calibration Accuracy Between WIM Stations Using Reidentified Vehicles,” The 94th Annual meeting of the Transportation Research Board, Washington, D.C., January 11-15, 2015.
- ‡S. Rompis, F. Habtemichael, and M. Cetin, “Calibrating Simulation Models for Traffic During Incidents Using Shock Wave Speeds Estimated from Field Data” The 94th Annual meeting of the Transportation Research Board, Washington, D.C., January 11-15, 2015.
- ‡F. Habtemichael, M. Cetin, and K.A. Anuar, “Methodology for Quantifying Incident-Induced Delays on Freeways by Grouping Similar Traffic Patterns” The 94th Annual meeting of the Transportation Research Board, Washington, D.C., January 11-15, 2015.
- A.J. Collins, E. Frydenlund, R. M. Robinson, M. Cetin, “Exploring a Toll Auction Mechanic Enabled by Vehicle-To-Infrastructure Technology” The 94th Annual meeting of the Transportation Research Board, Washington, D.C., January 11-15, 2015.
- ‡C. Jordan and M. Cetin “Signal Preemption Strategy for Emergency Vehicles Using Vehicle to Infrastructure Communication” The 94th Annual meeting of the Transportation Research Board, Washington, D.C., January 11-15, 2015.
2012 - 2014
- S. Rompis, F. Habtemichael, and M. Cetin, “A Methodology for Calibrating Microscopic Simulation for Modeling Traffic Flow under Incidents” 17th International IEEE Conference on Intelligent Transportation Systems, Qingdao, China, October 8-11, 2014.
- I. Ustun, A. Alasaadi, T. Nadeem, M. Cetin, “Detecting Vehicle Stops from Smartphone Accelerometer Data”, Presented at the 21st ITS World Congress, Detroit, MI, Sept 7-11, 2014.
- A. Alghamdi, T. Nadeem, M. Cetin, “BlueEye: A Bluetooth-Based Vehicle Location Identification System for Queue Length Estimation at Signalized Intersections”, Presented at the 21st ITS World Congress, Detroit, MI, Sept 7-11, 2014.
- M. Cetin, A. P. Nichols, C. Chou “Re-Identification of Trucks Based on Axle Spacing Measurements to Facilitate Analysis of WIM Accuracy” The 93rd Annual meeting of the Transportation Research Board, Washington, D.C., January 12-16, 2014.
- M. Cetin and H. Rakha “Estimating Fuel Consumption at Signalized Intersections from Probe Vehicle Trajectories” The 93rd Annual meeting of the Transportation Research Board, Washington, D.C., January 12-16, 2014.
- O. Unal and M. Cetin “Estimating Queue Dynamics and Delays at Signalized Intersections from Probe Vehicle Data” The 93rd Annual meeting of the Transportation Research Board, Washington, D.C., January 12-16, 2014.
- C.A. Jordan, M. Cetin, and R.M. Robinson, “Clearing Paths For Emergency Vehicles Using Vehicle-to-vehicle Communication” The 92nd Annual meeting of the Transportation Research Board, Washington, D.C., January 13-17, 2013.
- P. Foytik, M. Cetin, and, M. Robinson, “Calibration of BPR Function Based on Link Counts and its Sensitivity to Varying Demand” The 92nd Annual meeting of the Transportation Research Board, Washington, D.C., January 13-17, 2013.
- C.S. Chou, A.P. Nichols, S. Yoo, and M. Cetin “Methodology to Estimate Percent of Overweight Trucks without Proper Permits” The 92nd Annual meeting of the Transportation Research Board, Washington, D.C., January 13-17, 2013.
2010 - 2012
- M. Cetin and C. A. Jordan, “Making Way for Emergency Vehicles at Oversaturated Signals under Vehicle-to-Vehicle Communications” 2012 IEEE International Conference on Vehicular Electronics and Safety (ICVES’12), Istanbul, Turkey, July 24-27, 2012.
- M. Cetin “Estimating Queue Dynamics at Signalized Intersections from Probe Vehicle Data: A Methodology Based on Kinematic Wave Model” The 91th Annual meeting of the Transportation Research Board, Washington, D.C., January 22-26, 2012.
- M. Cetin and T. Rashid, “Comparing the Performance of Neural Networks and Bayesian Models in Solving the Vehicle Re-Identification Problem” The 91th Annual meeting of the Transportation Research Board, Washington, D.C., January 22-26, 2012.
- M. Cetin, P. Foytik, S. Son, A.J. Khattak, M. Robinson, and J. Lee “Calibration of Volume-Delay Functions for Traffic Assignment in Travel Demand Models” The 91th Annual meeting of the Transportation Research Board, Washington, D.C., January 22-26, 2012.
- S. Son, M. Cetin, and A.J. Khattak, “Exploring Transition of Traffic Conditions in Aggregated Sensor Data” The 91th Annual meeting of the Transportation Research Board, Washington, D.C., January 22-26, 2012.
- C. Jordan, P. Foytik, and M. Cetin “Investigating the Benefits of Vehicle-to-Vehicle Communications in Emergency Response: A Conceptual Methodology” The 91th Annual meeting of the Transportation Research Board, Washington, D.C., January 22-26, 2012.
- M. Cetin and C. A. Jordan, “Making Way for Emergency Vehicles at Oversaturated Signals under Vehicle-to-Vehicle Communications” 2012 IEEE International Conference on Vehicular Electronics and Safety (ICVES’12), Istanbul, Turkey, July 24-27, 2012.
- M. Cetin “Estimating Queue Dynamics at Signalized Intersections from Probe Vehicle Data: A Methodology Based on Kinematic Wave Model” The 91th Annual meeting of the Transportation Research Board, Washington, D.C., January 22-26, 2012.
- M. Cetin and T. Rashid, “Comparing the Performance of Neural Networks and Bayesian Models in Solving the Vehicle Re-Identification Problem” The 91th Annual meeting of the Transportation Research Board, Washington, D.C., January 22-26, 2012.
- M. Cetin, P. Foytik, S. Son, A.J. Khattak, M. Robinson, and J. Lee “Calibration of Volume-Delay Functions for Traffic Assignment in Travel Demand Models” The 91th Annual meeting of the Transportation Research Board, Washington, D.C., January 22-26, 2012.
- S. Son, M. Cetin, and A.J. Khattak, “Exploring Transition of Traffic Conditions in Aggregated Sensor Data” The 91th Annual meeting of the Transportation Research Board, Washington, D.C., January 22-26, 2012.
- C. Jordan, P. Foytik, and M. Cetin “Investigating the Benefits of Vehicle-to-Vehicle Communications in Emergency Response: A Conceptual Methodology” The 91th Annual meeting of the Transportation Research Board, Washington, D.C., January 22-26, 2012.
2008 - 2010
- M. Cetin, C. M. Monsere, and A.P. Nichols, “Bayesian Models for Re-identification of Trucks over Long Distances Based on Axle Measurement Data,” The 89th Annual meeting of the Transportation Research Board, Washington, D.C., January 10-14, 2010.
- H. Zhang, M. Cetin, and A.J. Khattak, “Evaluating Factors that Impact Queuing Delays of Secondary Incidents” ,” The 89th Annual Meeting of the Transportation Research Board, Washington, D.C., January 10-14, 2010.
- M. Abuelela, S. Olariu, M. Cetin, and D. Rawat “Enhancing Automatic Incident Detection Using Vehicular Communications” The 70th IEEE Vehicular Technology Conference, Anchorage, Alaska, September 20 – 23, 2009.
- M. Cetin and A.P. Nichols, “Improving the Accuracy of Vehicle Reidentification Algorithms by Solving the Assignment Problem,” The 88th Annual meeting of the Transportation Research Board, Washington, D.C., January 11-15, 2009.
- G. Comert, M. Cetin, A. P. Nichols " Incorporating Queue Length Measurements into Actuated Signal Control: Evaluation of Efficiency Benefits at an Intersection," The 88th Annual meeting of the Transportation Research Board, Washington, D.C., January 11-15, 2009.
- M. Cetin and G. Comert, “Flow Rate Estimation from Probe Vehicle Data and Sample Size Requirements,” 15th World Congress on Intelligent Transportation Systems, New York NY, Nov 16-20, 2008.
- J. Holguín-Veras and M. Cetin, “Optimal Tolls for Multiple User Classes,” European Transport Conference, Netherlands, October 6-8, 2008.