Haris N. Koutsopoulos

67 papers A* 1Misc 1Journal 47Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Learning Multimodal Embeddings for Traffic Accident Prediction and Causal Estimation. KDD (1) Ziniu Zhang, Minxuan Duan, Haris N. Koutsopoulos, Hongyang R. Zhang
2025	J	`jnl`	Deploying Robust Decision Support Systems for Transit Headway Control: Rider Impacts, Human Factors and Recommendations for Scalability. CoRR Joseph Rodriguez, Haris N. Koutsopoulos, Jinhua Zhao
2025	J	`jnl`	Estimating City-wide operating mode Distribution of Light-Duty Vehicles: A Neural Network-based Approach. CoRR Muhammad Usama, Haris N. Koutsopoulos, Zhengbing He, Lijiao Wang
2025	J	`jnl`	Estimating link level traffic emissions: enhancing MOVES with open-source data. CoRR Lijiao Wang, Muhammad Usama, Haris N. Koutsopoulos, Zhengbing He
2025	J	`jnl`	Individual Path Recommendation Under Public Transit Service Disruptions Considering Behavior Uncertainty. Transp. Sci. Baichuan Mo, Haris N. Koutsopoulos, Zuo-Jun Max Shen, Jinhua Zhao
2025	J	`jnl`	Learning Multimodal Embeddings for Traffic Accident Prediction and Causal Estimation. CoRR Ziniu Zhang, Minxuan Duan, Haris N. Koutsopoulos, Hongyang R. Zhang
2025	J	`jnl`	Real Time Headway Predictions in Urban Rail Systems and Implications for Service Control: A Deep Learning Approach. CoRR Muhammad Usama, Haris N. Koutsopoulos
2024	J	`jnl`	A Reverse Auction-Based Individualized Incentive System for Transit Mobility Management. IEEE Trans. Intell. Transp. Syst. Wenhua Jiang, Haris N. Koutsopoulos, Zhenliang Ma
2024	J	`jnl`	Advancing Transportation Mode Share Analysis with Built Environment: Deep Hybrid Models with Urban Road Network. CoRR Dingyi Zhuang, Qingyi Wang, Yunhan Zheng, Xiaotong Guo, Shenhao Wang, Haris N. Koutsopoulos, Jinhua Zhao
2024	J	`jnl`	Robust Transit Frequency Setting Problem With Demand Uncertainty. IEEE Trans. Intell. Transp. Syst. Xiaotong Guo, Baichuan Mo, Haris N. Koutsopoulos, Shenhao Wang, Jinhua Zhao
2024	J	`jnl`	Uncertainty Quantification of Spatiotemporal Travel Demand With Probabilistic Graph Neural Networks. IEEE Trans. Intell. Transp. Syst. Qingyi Wang, Shenhao Wang, Dingyi Zhuang, Haris N. Koutsopoulos, Jinhua Zhao
2023	J	`jnl`	An Unsupervised Learning Approach for Robust Denied Boarding Probability Estimation Using Smart Card and Operation Data in Urban Railways. IEEE Intell. Transp. Syst. Mag. Kerem Sinan Tuncel, Haris N. Koutsopoulos, Zhenliang Ma
2023	J	`jnl`	An integrated ride-matching and vehicle-rebalancing model for shared mobility on-demand services. Comput. Oper. Res. Kerem Tuncel, Haris N. Koutsopoulos, Zhenliang Ma
2023	J	`jnl`	DeepTrip: A Deep Learning Model for the Individual Next Trip Prediction With Arbitrary Prediction Times. IEEE Trans. Intell. Transp. Syst. Pengfei Zhang, Haris N. Koutsopoulos, Zhenliang Ma
2023	J	`jnl`	Evaluation of Public Transit Systems under Short Random Service Suspensions: A Bulk-Service Queuing Approach. CoRR Baichuan Mo, Li Jin, Haris N. Koutsopoulos, Zuo-Jun Max Shen, Jinhua Zhao
2023	J	`jnl`	Ex Post Path Choice Estimation for Urban Rail Systems Using Smart Card Data: An Aggregated Time-Space Hypernetwork Approach. Transp. Sci. Baichuan Mo, Zhenliang Ma, Haris N. Koutsopoulos, Jinhua Zhao
2023	J	`jnl`	Graph Neural Networks for Road Safety Modeling: Datasets and Evaluations for Accident Analysis. CoRR Abhinav Nippani, Dongyue Li, Haotian Ju, Haris N. Koutsopoulos, Hongyang R. Zhang
2023	—	`conf`	Reconstructing Transit Vehicle Trajectory Using High-Resolution GPS Data. ITSC Yuzhu Huang, Awad Abdelhalim, Anson F. Stewart, Jinhua Zhao, Haris N. Koutsopoulos
2023	J	`jnl`	Uncertainty Quantification of Spatiotemporal Travel Demand with Probabilistic Graph Neural Networks. CoRR Qingyi Wang, Shenhao Wang, Dingyi Zhuang, Haris N. Koutsopoulos, Jinhua Zhao
2022	J	`jnl`	An Integrated Ride-Matching Model for Shared Mobility on Demand Services. CoRR Kerem Tuncel, Haris N. Koutsopoulos, Zhenliang Ma
2022	J	`jnl`	Deep learning for short-term origin-destination passenger flow prediction under partial observability in urban railway systems. Neural Comput. Appl. Wenhua Jiang, Zhenliang Ma, Haris N. Koutsopoulos
2022	J	`jnl`	Dynamic Interlining in Bus Operations. CoRR Seyedmostafa Zahedi, Haris N. Koutsopoulos, Zhenliang Ma
2022	J	`jnl`	Dynamic Origin-Destination Prediction in Urban Rail Systems: A Multi-Resolution Spatio-Temporal Deep Learning Approach. IEEE Trans. Intell. Transp. Syst. Peyman Noursalehi, Haris N. Koutsopoulos, Jinhua Zhao
2022	J	`jnl`	Individual Mobility Prediction in Mass Transit Systems Using Smart Card Data: An Interpretable Activity-Based Hidden Markov Approach. IEEE Trans. Intell. Transp. Syst. Baichuan Mo, Zhan Zhao, Haris N. Koutsopoulos, Jinhua Zhao
2022	J	`jnl`	Robust Path Recommendations During Public Transit Disruptions Under Demand Uncertainty. CoRR Baichuan Mo, Haris N. Koutsopoulos, Zuo-Jun Max Shen, Jinhua Zhao
2022	J	`jnl`	Schedule-based Analysis of Transmission Risk in Public Transportation Systems. CoRR Jiali Zhou, Haris N. Koutsopoulos
2022	A*	`conf`	Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks. KDD Dingyi Zhuang, Shenhao Wang, Haris N. Koutsopoulos, Jinhua Zhao
2022	J	`jnl`	Uncertainty Quantification of Sparse Travel Demand Prediction with Spatial-Temporal Graph Neural Networks. CoRR Dingyi Zhuang, Shenhao Wang, Haris N. Koutsopoulos, Jinhua Zhao
2021	J	`jnl`	Identifying Hidden Visits from Sparse Call Detail Record Data. CoRR Zhan Zhao, Haris N. Koutsopoulos, Jinhua Zhao
2021	J	`jnl`	Individual Mobility Prediction: An Interpretable Activity-based Hidden Markov Approach. CoRR Baichuan Mo, Zhan Zhao, Haris N. Koutsopoulos, Jinhua Zhao
2021	J	`jnl`	Leveraging Individual and Collective Regularity to Profile and Segment User Locations from Mobile Phone Data. ACM Trans. Manag. Inf. Syst. Yan Leng, Jinhua Zhao, Haris N. Koutsopoulos
2020	J	`jnl`	Assignment-based Path Choice Estimation for Metro Systems Using Smart Card Data. CoRR Baichuan Mo, Zhenliang Ma, Haris N. Koutsopoulos, Jinhua Zhao
2020	J	`jnl`	Near-on-Demand Mobility. The Benefits of User Flexibility for Ride-Pooling Services. CoRR Zhenliang Ma, Haris N. Koutsopoulos
2020	J	`jnl`	Virus Transmission Risk in Urban Rail Systems: A Microscopic Simulation-based Analysis of Spatio-temporal Characteristics. CoRR Jiali Zhou, Haris N. Koutsopoulos
2019	—	`conf`	Mesoscopic Modeling of Train Operations: Application to the MBTA Red Line. ITSC Saeid Saidi, Nigel H. M. Wilson, Haris N. Koutsopoulos, Jinhua Zhao
2018	J	`jnl`	Measuring Regularity of Individual Travel Patterns. IEEE Trans. Intell. Transp. Syst. Gabriel Goulet-Langlois, Haris N. Koutsopoulos, Zhan Zhao, Jinhua Zhao
2018	J	`jnl`	Profiling presence patterns and segmenting user locations from cell phone data. CoRR Yan Leng, Haris N. Koutsopoulos, Jinhua Zhao
2018	—	`conf`	Robust SPSA algorithms for dynamic OD matrix estimation. ANT/SEIT Athina Tympakianaki, Haris N. Koutsopoulos, Erik Jenelius
2018	J	`jnl`	Urban Network Travel Time Prediction Based on a Probabilistic Principal Component Analysis Model of Probe Data. IEEE Trans. Intell. Transp. Syst. Erik Jenelius, Haris N. Koutsopoulos
2017	—	`conf`	Automated data in transit: Recent developments and applications. MT-ITS Haris N. Koutsopoulos, Peyman Noursalehi, Yiwen Zhu, Nigel H. M. Wilson
2017	—	`ch.`	Climate Hazards and Critical Infrastructures Resilience. Encyclopedia of GIS Udit Bhatia, Allison Traylor, Catherine Moskos, Laura Blumenfeld, Lindsey Bressler, Tyler Hall, Rachael Heiss, Kevin D. Clark, Nan Deng, Devashish Kumar, Evan Kodra, Stephen E. Flynn, Haris N. Koutsopoulos, Jerome F. Hajjar, Auroop R. Ganguly
2017	J	`jnl`	Journey-based characterization of multi-modal public transportation networks. Public Transp. Cecilia Viggiano, Haris N. Koutsopoulos, Nigel H. M. Wilson, John P. Attanucci
2017	J	`jnl`	Schedule-free high-frequency transit operations. Public Transp. Gabriel E. Sánchez-Martínez, Nigel H. M. Wilson, Haris N. Koutsopoulos
2016	—	`conf`	Driving time and path generation for heavy construction sites from GPS traces. ITSC Jiali Fu, Erik Jenelius, Haris N. Koutsopoulos
2016	J	`jnl`	Managing travel demand: Location recommendation for system efficiency based on mobile phone data. CoRR Yan Leng, Larry Rudolph, Alex Pentland, Jinhua Zhao, Haris N. Koutsopoulos
2016	J	`jnl`	Real-time Predictive Analytics for Improving Public Transportation Systems' Resilience. CoRR Peyman Noursalehi, Haris N. Koutsopoulos
2016	J	`jnl`	Shuttle Planning for Link Closures in Urban Public Transport Networks. Transp. Sci. Evelien van der Hurk, Haris N. Koutsopoulos, Nigel H. M. Wilson, Leo G. Kroon, Gábor Maróti
2014	—	`conf`	Floating car and camera data fusion for non-parametric route travel time estimation. ITSC Mahmood Rahmani, Erik Jenelius, Haris N. Koutsopoulos
2014	J	`jnl`	Optimizing the number and location of time point stops. Public Transp. Oded Cats, Ferran Mach Rufi, Haris N. Koutsopoulos
2013	—	`conf`	Route travel time estimation using low-frequency floating car data. ITSC Mahmood Rahmani, Erik Jenelius, Haris N. Koutsopoulos
2012	—	`conf`	Path inference of low-frequency GPS probes for urban networks. ITSC Mahmood Rahmani, Haris N. Koutsopoulos
2011	Misc	`conf`	Calibration of urban rail simulation models: a methodology using SPSA algorithm. WSC Zhigao Wang, Haris N. Koutsopoulos
2011	J	`jnl`	Simulation-based dynamic traffic assignment for short-term planning applications. Simul. Model. Pract. Theory Srinivasan Sundaram, Haris N. Koutsopoulos, Moshe E. Ben-Akiva, Constantinos Antoniou, Ramachandran Balakrishna
2010	—	`conf`	A numerical optimization approach for calibration of dynamic emission models based on aggregate estimation of ARTEMIS. ITSC Zhen Huang, Xiaoliang Ma, Haris N. Koutsopoulos
2010	—	`conf`	Evaluation of real-time holding strategies for improved bus service reliability. ITSC Oded Cats, Wilco Burghout, Tomer Toledo, Haris N. Koutsopoulos
2010	—	`conf`	IBM infosphere streams for scalable, real-time, intelligent transportation services. SIGMOD Conference Alain Biem, Eric Bouillet, Hanhua Feng, Anand Ranganathan, Anton Riabov, Olivier Verscheure, Haris N. Koutsopoulos, Carlos Moran
2010	J	`jnl`	Real-Time Traffic Information Management using Stream Computing. IEEE Data Eng. Bull. Alain Biem, Eric Bouillet, Hanhua Feng, Anand Ranganathan, Anton Riabov, Olivier Verscheure, Haris N. Koutsopoulos, Mahmood Rahmani, Baris Güç
2010	—	`conf`	Requirements and potential of GPS-based floating car data for traffic management: Stockholm case study. ITSC Mahmood Rahmani, Haris N. Koutsopoulos, Anand Ranganathan
2008	—	`conf`	A New Online Travel Time Estimation Approach using Distorted Automatic Vehicle Identification Data. ITSC Xiaoliang Ma, Haris N. Koutsopoulos
2007	—	`conf`	An efficient non-linear Kalman filtering algorithm using simultaneous perturbation and applications in traffic estimation and prediction. ITSC Constantinos Antoniou, Haris N. Koutsopoulos, George Yannis
2007	J	`jnl`	Nonlinear Kalman Filtering Algorithms for On-Line Calibration of Dynamic Traffic Assignment Models. IEEE Trans. Intell. Transp. Syst. Constantinos Antoniou, Moshe E. Ben-Akiva, Haris N. Koutsopoulos
2006	—	`conf`	A discrete-event mesoscopic traffic simulation model for hybrid traffic simulation. ITSC Wilco Burghout, Haris N. Koutsopoulos, Ingmar Andreasson
2006	—	`conf`	Non-linear kalman filtering algorithms for on-line calibration of dynamic traffic assignment models. ITSC Constantinos Antoniou, Moshe E. Ben-Akiva, Haris N. Koutsopoulos
1999	J	`jnl`	Modeling default behavior in the presence of information and its application to the route choice problem. Int. J. Intell. Syst. Tsippy Lotan, Haris N. Koutsopoulos
1994	J	`jnl`	A Decomposition Algorithm for the All-Pairs Shortest Path Problem on Massively Parallel Computer Architectures. Transp. Sci. Mayiz B. Habbal, Haris N. Koutsopoulos, Steven R. Lerman
1994	J	`jnl`	A Dynamic Traffic Model System for ATMS/ATIS Operations. J. Intell. Transp. Syst. Moshe E. Ben-Akiva, Haris N. Koutsopoulos, Anil Mukundan
1990	J	`jnl`	Scheduling of Extraboard Operators in Transit Systems. Transp. Sci. Haris N. Koutsopoulos