Kaan Ozbay

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 57

Top Topics

Unsupervised Anomaly Detection

Temporal Patterns

Top Venues

J. Intell. Transp. Syst.

Publications

Zilin Bian, Jingqin Gao, Kaan Ozbay, Fan Zuo, Dachuan Zuo, Zhenning Li
Informed along the road: roadway capacity driven graph convolution network for network-wide traffic prediction. CoRR (2024)
Diego Correa, Kaan Ozbay
Urban path travel time estimation using GPS trajectories from high-sampling-rate ridesourcing services. J. Intell. Transp. Syst. 28 (2) (2024)
Ruixuan Zhang, Wenyu Han, Zilin Bian, Kaan Ozbay, Chen Feng
Learning When to See for Long-term Traffic Data Collection on Power-constrained Devices. CoRR (2024)
Yue Zhou, Jieming Chen, Edward Chung, Kaan Ozbay
CAV-Enabled Active Resolving of Temporary Mainline Congestion Caused by Gap Creation for On-Ramp Merging Vehicles. IEEE Trans. Intell. Transp. Syst. 25 (7) (2024)
Tao Li, Zilin Bian, Haozhe Lei, Fan Zuo, Ya-Ting Yang, Quanyan Zhu, Zhenning Li, Zhibin Chen, Kaan Ozbay
Digital Twin-based Driver Risk-Aware Intelligent Mobility Analytics for Urban Transportation Management. CoRR (2024)
Zilin Bian, Jingqin Gao, Kaan Ozbay, Zhenning Li
Traffic Prediction considering Multiple Levels of Spatial-temporal Information: A Multi-scale Graph Wavelet-based Approach. CoRR (2024)
Zhili Wei, Chuan Xu, Kaan Ozbay, Yufeng Yang, Hong Yang, Fan Zuo, Di Yang, Chuanyun Fu
Investigating Safety of Evasion Maneuver Choices by Human-Driven Vehicles in Response to High-Density Truck Platoons Near Freeway Diverging Areas. ITSC (2023)
Junaid Ahmed Khan, Kaan Ozbay
AFFIRM: Privacy-by-Design Blockchain for Mobility Data in Web3 using Information Centric Fog Networks with Collaborative Learning. ICNC (2023)
Yu Tang, Li Jin, Kaan Ozbay
Physics-informed Machine Learning for Calibrating Macroscopic Traffic Flow Models. CoRR (2023)
Yurii Piadyk, João Rulff, Ethan Brewer, Maryam Hosseini, Kaan Ozbay, Murugan Sankaradas, Srimat Chakradhar, Cláudio T. Silva
StreetAware: A High-Resolution Synchronized Multimodal Urban Scene Dataset. Sensors 23 (7) (2023)
Yu Tang, Kaan Ozbay, Li Jin
Robust Queue Length Estimation for Ramp Metering in a Connected Vehicle Environment. ITSC (2023)
Yiyuan Lei, Kaan Ozbay
Naturalistic Driving Data Analytics: Safety Evaluation With Multi-State Survival Models. ITSC (2023)
Suzana Duran Bernardes, Kaan Ozbay
BSafe-360: An All-in-One Naturalistic Cycling Data Collection Tool. Sensors 23 (14) (2023)
Yu Tang, Kaan Ozbay, Li Jin
Robust Queue Length Estimation for Ramp Metering in a Connected Vehicle Environment. CoRR (2023)
Di Yang, Kaan Ozbay, Jingqin Gao, Fan Zuo
A Functional Approach for Analyzing Time-Dependent Driver Response Behavior to Real-World Connected Vehicle Warnings. IEEE Trans. Intell. Transp. Syst. 24 (3) (2023)
Junaid Ahmed Khan, Weiyi Wang, Kaan Ozbay
FLOATING: Federated Learning for Optimized Automated Trajectory Information StoriNG on Blockchain. ICBC (2023)
Fan Zuo, Jingqin Gao, Kaan Ozbay, Zilin Bian, Daniel Zhang
Urban Work Zone Detection and Sizing: A Data-Centric Training and Topology-Based Inference Approach. ITSC (2023)
Yu Tang, Li Jin, Kaan Ozbay
How Does Driver Non-compliance Destroy Traffic Routing Control? CoRR (2023)
Ruixuan Zhang, Wenyu Han, Zilin Bian, Kaan Ozbay, Chen Feng
Learning When to See for Long-Term Traffic Data Collection on Power-Constrained Devices. ITSC (2023)
Junaid Ahmed Khan, Weiyi Wang, Kaan Ozbay
Carefull Tread: A Lightweight Consensus in Blockchain to Trust Mobility Data using Q-Learning. MT-ITS (2023)
Yu Tang, Li Jin, Kaan Ozbay
How Does Driver Non-Compliance Destroy Traffic Routing Control? CDC (2023)
Omar Abou Kasm, Ali Diabat, Kaan Ozbay
Vessel scheduling under different tugboat allocation policies. Comput. Ind. Eng. 177 (2023)
Jieming Chen, Yue Zhou, Edward Chung, Kaan Ozbay
CAV-Based Active Congestion Resolving for Improving Mainline Traffic Flow Efficiency of A Freeway On-Ramp Merging Section. ITSC (2022)
Sayan Chakraborty, Leilei Cui, Kaan Ozbay, Zhong-Ping Jiang
Automated Lane Changing Control in Mixed Traffic: An Adaptive Dynamic Programming Approach. ITSC (2022)
Qian Ye, Xiaohong Chen, Kaan Ozbay, Tanfeng Li
Mining Social Media Data for Transport Policy: Approaches, Challenges, and Recommendations. ITSC (2022)
Mengzhe Huang, Zhong-Ping Jiang, Kaan Ozbay
Learning-Based Adaptive Optimal Control for Connected Vehicles in Mixed Traffic: Robustness to Driver Reaction Time. IEEE Trans. Cybern. 52 (6) (2022)
Mohammad Bagheri, Bekir Bartin, Kaan Ozbay
Simulation of Vehicles' Gap Acceptance Decision at Unsignalized Intersections Using SUMO. ANT/EDI40 (2022)
Semiha Ergan, Zhengbo Zou, Suzana Duran Bernardes, Fan Zuo, Kaan Ozbay
Developing an integrated platform to enable hardware-in-the-loop for synchronous VR, traffic simulation and sensor interactions. Adv. Eng. Informatics 51 (2022)
Yurii Piadyk, Bea Steers, Charlie Mydlarz, Mahin Salman, Magdalena Fuentes, Junaid Ahmed Khan, Hong Jiang, Kaan Ozbay, Juan Pablo Bello, Cláudio T. Silva
REIP: A Reconfigurable Environmental Intelligence Platform and Software Framework for Fast Sensor Network Prototyping. Sensors 22 (10) (2022)
Bekir Bartin, Mojibulrahman Jami, Kaan Ozbay
Estimating Roadway Horizontal Alignment using Artificial Neural Network. ITSC (2021)
Junaid Ahmed Khan, Kavyashree Umesh Bangalore, Kaan Ozbay
COVERT-Blockchain: Privacy-Aware Contact Tracing for COVID-19 on a Distributed Ledger. BRAINS (2021)
Qian Ye, Xiaohong Chen, Onur Kalan, Kaan Ozbay
Using LDA and LSTM Models to Study Public Opinions and Critical Groups Towards Congestion Pricing in New York City through 2007 to 2019. CoRR (2020)
Ding Wang, Fan Zuo, Jingqin Gao, Yueshuai He, Zilin Bian, Suzana Duran Bernardes, Chaekuk Na, Jingxing Wang, John Petinos, Kaan Ozbay, Joseph Y. J. Chow, Shri Iyer, Hani Nassif, Xuegang (Jeff) Ban
Agent-based Simulation Model and Deep Learning Techniques to Evaluate and Predict Transportation Trends around COVID-19. CoRR (2020)
Jingqin Gao, Abhinav Bhattacharyya, Ding Wang, Nick Hudanich, Siva Sooryaa, Muruga Thambiran, Suzana Duran Bernardes, Chaekuk Na, Fan Zuo, Zilin Bian, Kaan Ozbay, Shri Iyer, Hani Nassif, Joseph Y. J. Chow
Toward the "New Normal": A Surge in Speeding, New Volume Patterns, and Recent Trends in Taxis/For-Hire Vehicles. CoRR (2020)
Yue Zhou, Kaan Ozbay, Michael E. Cholette, Pushkin Kachroo
A Mode Switching Extended Kalman Filter for Real-Time Traffic State and Parameter Estimation. ITSC (2020)
Ding Wang, Kaan Ozbay, Zilin Bian
A Mixture Model-based Clustering Method for Fundamental Diagram Calibration Applied in Large Network Simulation. ITSC (2020)
Brian Yueshuai He, Jinkai Zhou, Ziyi Ma, Ding Wang, Di Sha, Mina Lee, Joseph Y. J. Chow, Kaan Ozbay
A validated multi-agent simulation test bed to evaluate congestion pricing policies on population segments by time-of-day in New York City. CoRR (2020)
Ding Wang, Brian Yueshuai He, Jingqin Gao, Joseph Y. J. Chow, Kaan Ozbay, Shri Iyer
Impact of COVID-19 Behavioral Inertia on Reopening Strategies for New York City Transit. CoRR (2020)
Fan Zuo, Jingxing Wang, Jingqin Gao, Kaan Ozbay, Xuegang (Jeff) Ban, Yubin Shen, Hong Yang, Shri Iyer
An Interactive Data Visualization and Analytics Tool to Evaluate Mobility and Sociability Trends During COVID-19. CoRR (2020)
Qian Ye, Xiaohong Chen, Hua Zhang, Kaan Ozbay, Fan Zuo
Public Concerns and Response Pattern toward Shared Mobility Security using Social Media Data. ITSC (2019)
Xi Xiong, Kaan Ozbay, Li Jin, Chen Feng
Dynamic Prediction of Origin-Destination Flows Using Fusion Line Graph Convolutional Networks. CoRR (2019)
Weinan Gao, Jingqin Gao, Kaan Ozbay, Zhong-Ping Jiang
Reinforcement-Learning-Based Cooperative Adaptive Cruise Control of Buses in the Lincoln Tunnel Corridor with Time-Varying Topology. IEEE Trans. Intell. Transp. Syst. 20 (10) (2019)
Di Yang, Kun Xie, Kaan Ozbay, Hong Yang
Exploring Spatial and Temporal Patterns of Large-scale Smartphone-based Dangerous Driving Event Data. ITSC (2019)
Yuan Zhu, Kaan Ozbay, Kun Xie, Hong Yang
Modeling of Incident-Induced Capacity Loss for Hurricane Evacuation Simulation. ITSC (2019)
Fan Zuo, Jingqin Gao, Di Yang, Kaan Ozbay
A Novel Methodology of Time Dependent Mean Field Based Multilayer Unsupervised Anomaly Detection Using Traffic Surveillance Videos. ITSC (2019)
Mengzhe Huang, Mingyu Zhao, Parthiv Parikh, Yebin Wang, Kaan Ozbay, Zhong-Ping Jiang
Reinforcement Learning for Vision-Based Lateral Control of a Self-Driving Car. ICCA (2019)
José Holguín-Veras, Stacey Hodge, Jeffrey Wojtowicz, Caesar Singh, Cara Wang, Miguel Jaller, Felipe Aros-Vera, Kaan Ozbay, Andrew Weeks, Michael Replogle, Charles Ukegbu, Jeff Ban, Matthew Brom, Shama Campbell, Iván D. Sánchez-Díaz, Carlos González-Calderón, Alain L. Kornhauser, Mark Simon, Susan McSherry, Asheque Rahman, Trilce Encarnación, Xia Yang, Diana Ramírez-Ríos, Lokesh Kalahashti, Johanna Amaya, Michael S. Allen, Brandon Allen, Brenda Cruz
The New York City Off-Hour Delivery Program: A Business and Community-Friendly Sustainability Program. Interfaces 48 (1) (2018)
Kaan Ozbay, Xuegang (Jeff) Ban, C. Y. David Yang
Developments in connected and automated vehicles. J. Intell. Transp. Syst. 22 (3) (2018)
Bekir Bartin, Kaan Ozbay, Jingqin Gao, Abdullah Kurkcu
Calibration and validation of large-scale traffic simulation networks: a case study. ANT/SEIT (2018)
Yuan Zhu, Kun Xie, Kaan Ozbay, Hong Yang
Hurricane Evacuation Modeling Using Behavior Models and Scenario-Driven Agent-based Simulations. ANT/SEIT (2018)
Abdullah Kurkcu, Fabio Miranda, Kaan Ozbay, Cláudio T. Silva
Data visualization tool for monitoring transit operation and performance. MT-ITS (2017)
C. Y. David Yang, Kaan Ozbay, Xuegang (Jeff) Ban
Developments in connected and automated vehicles. J. Intell. Transp. Syst. 21 (4) (2017)
C. Li, A. Chiang, Gregory Dobler, Y. Wang, Kun Xie, Kaan Ozbay, Masoud Ghandehari, J. Zhou, D. Wang
Robust vehicle tracking for urban traffic videos at intersections. AVSS (2016)
Neveen Shlayan, Abdullah Kurkcu, Kaan Ozbay
Exploring pedestrian Bluetooth and WiFi detection at public transportation terminals. ITSC (2016)
Kun Xie, Kaan Ozbay, Yuan Zhu, Hong Yang
Case Studies for Data-Oriented Emergency Management/Planning in Complex Urban Systems. Trans. Large Scale Data Knowl. Centered Syst. 27 (2016)
Kun Xie, Chenge Li, Kaan Ozbay, Gregory Dobler, Hong Yang, An-Ti Chiang, Masoud Ghandehari
Development of a comprehensive framework for video-based safety assessment. ITSC (2016)
Satish V. Ukkusuri, Kaan Ozbay, Wilfredo F. Yushimito, Shri Iyer, Ender F. Morgul, José Holguín-Veras
Assessing the impact of urban off-hour delivery program using city scale simulation models. EURO J. Transp. Logist. 5 (2) (2016)
Sandeep Mudigonda, Junichiro Fukuyama, Kaan Ozbay
Efficient Data Broadcast for Generic Applications Using a Scalable Dynamic VANET Algorithm. ICCVE (2012)
Kaan Ozbay, Eren Erman Ozguven, S. Demiroluk
An efficient maintenance and spare parts inventory management software for ITS equipment. ICVES (2012)
Eren Erman Ozguven, Kaan Ozbay
An RFID-based inventory management framework for efficient emergency relief operations. ITSC (2012)
Kaan Ozbay, Mehmet Yildirimoglu
Comparison of real-time travel time estimation using two distinct approaches: Universal kriging and mathematical programming. ITSC (2011)
Kaan Ozbay, Eren Erman Ozguven
A Comparative Methodology for Estimating the Capacity of a Freeway Section. ITSC (2007)
Ozlem Yanmaz-Tuzel, Kaan Ozbay, José Holguín-Veras
Evaluation of the combined impacts of E-ZPass and time-of-day pricing on port authority of New York and New Jersey crossings. ITSC (2006)
Bekir Bartin, Kaan Ozbay
Evaluation of Travel Time Variability in New Jersey Turnpike - A Case Study. ITSC (2006)
Kaan Ozbay, Ilgin Yasar, Pushkin Kachroo
Improved Online Estimation Methods for a Feedback-Based Freeway Ramp Metering Strategy. ITSC (2006)
Bekir Bartin, Kaan Ozbay, Cem Iyigun
A Clustering Based Methodology for Determining the Optimal Roadway Configuration of Detectors for Travel Time Estimation. ITSC (2006)