Constantinos Antoniou

82 papers B 1Journal 42Unranked 39
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Diffusion-Based Expectation-Maximization Framework for Probabilistic Traffic Data Imputation.
IEEE Internet Things J.
Cheng Lyu, Constantinos Antoniou
2025 J jnl
Bus scheduling with heterogeneous fleets: Formulation and hybrid metaheuristic algorithms.
Expert Syst. Appl.
Mohammad Sadrani, Alejandro Tirachini, Constantinos Antoniou
2025 J jnl
Dynamic Network Capacity Allocation Using Model Predictive Control With Sparse Identification of Nonlinear Dynamics.
IEEE Trans. Intell. Transp. Syst.
Qing-Long Lu, Raphael E. Stern, Mohammad Sadrani, Constantinos Antoniou
2025 J jnl
Efficient Cloud-Sourced Transport Mode Detection Using Trajectory Data: A Semi-Supervised Asynchronous Federated Learning Approach.
IEEE Internet Things J.
Ningkang Yang, Qing-Long Lu, Iuliia Yamnenko, Constantinos Antoniou
2025 J jnl
Guided Persona-based AI Surveys: Can we replicate personal mobility preferences at scale using LLMs?
CoRR
Ioannis Tzachristas, Santhanakrishnan Narayanan, Constantinos Antoniou
2025 J jnl
Joint Optimization of Transit Network Design, Timetable, and Passenger Assignment With Exact Transfer Behavior Modeling.
IEEE Trans. Intell. Transp. Syst.
Yunyi Liang, Constantinos Antoniou, Mohammad Sadrani, Jinjun Tang
2025 J jnl
Modeling of shared mobility services - An approach in between aggregate four-step and disaggregate agent-based approaches for strategic transport planning.
J. Intell. Transp. Syst.
Santhanakrishnan Narayanan, Josep Maria Salanova Grau, Rodric Frederix, Athina Tympakianaki, Antonio D. Masegosa, Constantinos Antoniou
2025 J jnl
Quantifying the Improvement of Accessibility achieved via Shared Mobility on Demand.
CoRR
Severin Diepolder, Andrea Araldo, Tarek Chouaki, Santa Maiti, Sebastian Hörl, Constantinos Antoniou
2025 J jnl
Road Side Unit Location Optimization Considering Communication Channel Competition and 6G Technology.
IEEE Trans. Intell. Transp. Syst.
Yining Ren, Yinhai Wang, Zhizhou Wu, Constantinos Antoniou, Yunyi Liang
2025 — conf
Scalable Traffic Prediction via Data Reduction with Coreset Selection.
ITSC
Taeyoung Yu, Jiwon Kim, Soban Nasir Lone, Mohamed Abouelela, Constantinos Antoniou
2025 J jnl
Stop plan optimisation for three-pattern skip-stop schemes for urban rail transit systems.
EURO J. Transp. Logist.
Somporn Sahachaiseree, Mohammad Sadrani, Constantinos Antoniou
2025 J jnl
Trajectory Prediction for Multiple Agents in Dynamic Environments: Factoring in Traffic States and Driving Styles.
IEEE Trans. Intell. Transp. Syst.
Jiayu Yang, Jaeyoung Jay Lee, Constantinos Antoniou
2024 J jnl
Graph neural network surrogate for strategic transport planning.
CoRR
Nikita Makarov, Santhanakrishnan Narayanan, Constantinos Antoniou
2024 J jnl
Impacts of Platooning of Connected Automated Vehicles on Highways.
IEEE Trans. Intell. Transp. Syst.
Margarita Martínez-Díaz, Christelle Al Haddad, Francesc Soriguera, Constantinos Antoniou
2024 J jnl
Traffic resilience quantification based on macroscopic fundamental diagrams and analysis using topological attributes.
Reliab. Eng. Syst. Saf.
Qing-Long Lu, Wenzhe Sun, Jiannan Dai, Jan-Dirk Schmöcker, Constantinos Antoniou
2023 J jnl
Learning from Imbalanced Datasets: The Bike-Sharing Inventory Problem Using Sparse Information.
Algorithms
Giovanni Ceccarelli, Guido Cantelmo, Marialisa Nigro, Constantinos Antoniou
2023 — conf
Long-term & short-term bike sharing demand predictions using contextual data.
MT-ITS
Mirfarnam Tabandeh, Constantinos Antoniou, Guido Cantelmo
2023 J jnl
Machine learning for activity pattern detection.
J. Intell. Transp. Syst.
Natalia Selini Hadjidimitriou, Guido Cantelmo, Constantinos Antoniou
2023 — conf
Measuring crowding levels using circle packing method: Application at Hawaii's beaches.
MT-ITS
Arthur Hung, Mohammad Sadrani, Constantinos Antoniou
2023 — conf
Network-wide Traffic State Forecast Using Discrete Wavelet Transform and Deep Learning.
MT-ITS
Mohammad Javad Hassan Zada, Iuliia Yamnenko, Constantinos Antoniou
2023 J jnl
On the Computation of Accessibility Provided by Shared Mobility.
CoRR
Severin Diepolder, Andrea Araldo, Tarek Chouaki, Santa Maiti, Sebastian Hörl, Constantinos Antoniou
2023 — conf
Robust Two-Stage Transport Data Imputation with Changepoint Detection and Tucker Decomposition.
ITSC
Cheng Lyu, Qing-Long Lu, Xinhua Wu, Constantinos Antoniou
2023 J jnl
Treating Noise and Anomalies in Vehicle Trajectories From an Experiment With a Swarm of Drones.
IEEE Trans. Intell. Transp. Syst.
Vishal Mahajan, Emmanouil N. Barmpounakis, Md Rakibul Alam, Nikolas Geroliminis, Constantinos Antoniou
2023 B conf
VEMUT-Sub-Sampling: A Novel Method for Sparse Multivariate Time-Series Vehicle Data.
IEEE Big Data
Nadin-Katrin Apel, Constantinos Antoniou
2022 J jnl
A Gaussian sampling heuristic estimation model for developing synthetic trip sets.
Comput. Aided Civ. Infrastructure Eng.
Sérgio F. A. Batista, Guido Cantelmo, Mónica Menéndez, Constantinos Antoniou
2022 J jnl
Crash Risk Estimation Due to Lane Changing: A Data-Driven Approach Using Naturalistic Data.
IEEE Trans. Intell. Transp. Syst.
Vishal Mahajan, Christos Katrakazas, Constantinos Antoniou
2022 — conf
Simulation-based Optimization of Autonomous Driving Behaviors.
ITSC
Hashmatullah Sadid, Moeid Qurashi, Constantinos Antoniou
2022 J jnl
Vehicle dispatching plan for minimizing passenger waiting time in a corridor with buses of different sizes: Model formulation and solution approaches.
Eur. J. Oper. Res.
Mohammad Sadrani, Alejandro Tirachini, Constantinos Antoniou
2021 — conf
A New Methodology To Infer Travel Behavior Using Floating Car Data.
MT-ITS
Abdallah Abu-Aisha, Ralph Harfouche, Christos Katrakazas, Constantinos Antoniou
2021 — conf
A big data-as-a-service architecture for naturalistic driving studies.
MT-ITS
Md Rakibul Alam, Christelle Al Haddad, Constantinos Antoniou, Carlos Carreiras, Yves Vanrompay, Tom Brijs
2021 — conf
Analysis and Prediction of Bikesharing Traffic Flow - Citi Bike, New York.
MT-ITS
Salma Y. Y. Hamad, Tao Ma, Constantinos Antoniou
2021 — conf
Crash risk analysis for the mixed traffic flow with human-driven and connected and autonomous vehicles.
ITSC
Qing-Long Lu, Kui Yang, Constantinos Antoniou
2021 — conf
Driving Behavior Safety Levels: Classification and Evaluation.
MT-ITS
Kui Yang, Christelle Al Haddad, George Yannis, Constantinos Antoniou
2021 — conf
Examining Effect of Electronic Toll Collection (ETC) System on Queue Delay Using Microsimulation Approach at Toll Plaza -A Case Study of Ghoti Toll Plaza, India.
MT-ITS
Chintaman Santosh Bari, Utakarsh Gupta, Satish Chandra, Constantinos Antoniou, Ashish Dhamaniya
2021 J jnl
Improving the Accuracy and Efficiency of Online Calibration for Simulation-based Dynamic Traffic Assignment.
CoRR
Haizheng Zhang, Ravi Seshadri, A. Arun Prakash, Constantinos Antoniou, Francisco C. Pereira, Moshe E. Ben-Akiva
2021 — conf
Machine Learning from imbalanced data-sets: an application to the bike-sharing inventory problem.
MT-ITS
Giovanni Ceccarelli, Guido Cantelmo, Marialisa Nigro, Constantinos Antoniou
2021 — conf
Modeling and Forecasting Individual On-Demand Upcoming Trips.
MT-ITS
Abdullahi Fatola, Tao Ma, Constantinos Antoniou
2021 — conf
Network Traffic Dynamics Prediction with a Hybrid Approach: Autoencoder-VAR.
MT-ITS
Xiaolin Gong, Tao Ma, Constantinos Antoniou
2021 — conf
Risk scenario designs for driving simulator experiments.
MT-ITS
Roja Ezzati Amini, Eva Michelaraki, Christos Katrakazas, Christelle Al Haddad, Bart De Vos, Ariane Cuenen, George Yannis, Tom Brijs, Constantinos Antoniou
2021 J jnl
Utilizing Import Vector Machines to Identify Dangerous Pro-active Traffic Conditions.
CoRR
Kui Yang, Wenjing Zhao, Constantinos Antoniou
2020 J jnl
PC-SPSA: Employing Dimensionality Reduction to Limit SPSA Search Noise in DTA Model Calibration.
IEEE Trans. Intell. Transp. Syst.
Moeid Qurashi, Tao Ma, Emmanouil Chaniotakis, Constantinos Antoniou
2020 — conf
Utilizing Import Vector Machines to Identify Dangerous Pro-active Traffic Conditions.
ITSC
Kui Yang, Wenjing Zhao, Constantinos Antoniou
2019 — conf
A low dimensional model for bike sharing demand forecasting.
MT-ITS
Guido Cantelmo, Rafal Kucharski, Constantinos Antoniou
2019 — conf
Big Data and Emerging Transportation Challenges: Findings from the NOESIS project.
MT-ITS
Christos Katrakazas, Constantinos Antoniou, Natalia Sobrino Vazquez, Ilias Trochidis, Stratos Arampatzis
2019 J jnl
Incorporating Trip Chaining within Online Demand Estimation.
CoRR
Guido Cantelmo, Moeid Qurashi, A. Arun Prakash, Constantinos Antoniou, Francesco Viti
2018 J jnl
Revisiting the application of simultaneous perturbation stochastic approximation towards signal timing optimization.
J. Intell. Transp. Syst.
David Hale, Constantinos Antoniou, Byungkyu Brian Park, Jiaqi Ma, Lei Zhang, Alexander Paz
2018 J jnl
Simulation-based evacuation planning using state-of-the-art sensitivity analysis techniques.
Simul. Model. Pract. Theory
Georges Sfeir, Constantinos Antoniou, Nivine Abbas
2018 — conf
Towards Dynamic Bayesian Networks: State Augmentation for Online Calibration of DTA Systems.
ITSC
Haizheng Zhang, Ravi Seshadri, A. Arun Prakash, Constantinos Antoniou, Francisco Câmara Pereira, Moshe E. Ben-Akiva
2017 — conf
Enhancing resilience to disasters using social media.
MT-ITS
Emmanouil Chaniotakis, Constantinos Antoniou, Francisco C. Pereira
2017 J jnl
Simulation-based evaluation of evacuation effectiveness using driving behavior sensitivity analysis.
Simul. Model. Pract. Theory
Margarita Kostovasili, Constantinos Antoniou
2017 — conf
Techniques for improving the effectiveness of the SPSA algorithm in dynamic demand calibration.
MT-ITS
Bojan Kostic, Guido Gentile, Constantinos Antoniou
2016 J jnl
A low-cost wireless sensors positioning solution for indoor parking facilities management.
J. Locat. Based Serv.
Vassilis Gikas, Constantinos Antoniou, Günther Retscher, Athanasios D. Panagopoulos, Allison Kealy, Harris Perakis, Thanassis Mpimis
2016 — conf
Can Social Media data augment travel demand survey data?
ITSC
Emmanouil Chaniotakis, Constantinos Antoniou, Josep Maria Salanova Grau, Loukas Dimitriou
2016 — conf
Flexible car-following models incorporating information from adjacent lanes.
ITSC
Vasileia Papathanasopoulou, Constantinos Antoniou
2016 J jnl
Investor Sentiment, Beta, and the Cost of Equity Capital.
Manag. Sci.
Constantinos Antoniou, John A. Doukas, Avanidhar Subrahmanyam
2016 J jnl
Mapping Social Media for Transportation Studies.
IEEE Intell. Syst.
Emmanouil Chaniotakis, Constantinos Antoniou, Francisco C. Pereira
2015 — conf
A demonstration of distribution-based calibration.
MT-ITS
Ioulia Markou, Vasileia Papathanasopoulou, Constantinos Antoniou
2015 J jnl
Advanced Traveler Information Systems: Behavioral Responses to Mobile Applications for Transportation.
J. Intell. Transp. Syst.
Constantinos Antoniou, Amalia Polydoropoulou, Asad J. Khattak
2015 — conf
An Investigation of SPSA for Signal Timing Optimization at Isolated Intersections.
ITSC
David Hale, Constantinos Antoniou, Byungkyu Brian Park, Jiaqi Ma, Lei Zhang, Alexander Paz
2015 — conf
Developing insight into effective SPSA parameters through sensitivity analysis.
MT-ITS
Ioulia Markou, Constantinos Antoniou
2015 — conf
DynaMIT2.0: Architecture Design and Preliminary Results on Real-Time Data Fusion for Traffic Prediction and Crisis Management.
ITSC
Yang Lu, Ravi Seshadri, Francisco C. Pereira, Aidan O'Sullivan, Constantinos Antoniou, Moshe E. Ben-Akiva
2015 — conf
Monitoring Social Networks Formation and Information Velocity for Cases of Airliners' Crashes.
ITSC
Loukas Dimitriou, Constantinos Antoniou, Symeon E. Christodoulou
2015 — conf
Parameters Affecting Professional Driver Response to VMS Messages.
ITSC
Maria Poulopoulou, Ioanna Spyropoulou, Constantinos Antoniou
2015 J jnl
The Value of Privacy: Evidence From the Use of Mobile Devices for Traveler Information Systems.
J. Intell. Transp. Syst.
Constantinos Antoniou, Amalia Polydoropoulou
2015 — conf
Use of Geotagged Social Media in Urban Settings: Empirical Evidence on Its Potential from Twitter.
ITSC
Emmanouil Chaniotakis, Constantinos Antoniou
2014 J jnl
A Metamodel for Estimating Error Bounds in Real-Time Traffic Prediction Systems.
IEEE Trans. Intell. Transp. Syst.
Francisco C. Pereira, Constantinos Antoniou, Joan Aguilar Fargas, Moshe E. Ben-Akiva
2014 J jnl
Analysis of Passengers' Perception of Public Transport Quality and Performance.
Int. J. Inf. Syst. Supply Chain Manag.
Yannis Tyrinopoulos, Constantinos Antoniou
2014 J jnl
Guest Editorial.
IEEE Trans. Intell. Transp. Syst.
Vincenzo Punzo, Mark Brackstone, Constantinos Antoniou
2014 J jnl
Measuring the effects of transportation infrastructure location on real estate prices and rents: investigating the current impact of a planned metro line.
EURO J. Transp. Logist.
Dimitrios Efthymiou, Constantinos Antoniou
2014 — conf
Towards distribution-based calibration for traffic simulation.
ITSC
Constantinos Antoniou, Vassilis Gikas, Vasileia Papathanasopoulou, Thanassis Mpimis, Ioulia Markou, Harris Perakis
2012 — conf
Sensitivity analysis of driver behavior under emergency conditions.
ITSC
Elena Prionisti, Constantinos Antoniou
2011 J jnl
Predicting Motorway Traffic Performance by Data Fusion of Local Sensor Data and Electronic Toll Collection Data.
Comput. Aided Civ. Infrastructure Eng.
Bernhard Heilmann, Nour-Eddin El Faouzi, O. de Mouzon, N. Hainitz, Hannes Koller, Dietmar Bauer, Constantinos Antoniou
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
Accelerated on-line calibration of Dynamic Traffic Assignment using distributed Stochastic Gradient approximation.
ITSC
Enyang Huang, Constantinos Antoniou, Jorge Lopes, Yang Wen, Moshe E. Ben-Akiva
2010 — conf
Active Traffic Management applications in Greece. The case of Attica Tollway.
ITSC
Constantinos Antoniou, Pantelis Kopelias, Fanis Papadimitriou
2010 — conf
Traffic and mobility data collection for real-time applications.
ITSC
Jorge Lopes, João Bento, Enyang Huang, Constantinos Antoniou, Moshe E. Ben-Akiva
2009 — conf
Real-time multi-sensor multi-source network data fusion using dynamic traffic assignment models.
ITSC
Enyang Huang, Constantinos Antoniou, Yang Wen, Moshe E. Ben-Akiva, Jorge Lopes, João Bento
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
Development of a Mixed Multi-Nomial Logit Model to Capture the Impact of Information Systems on Travelers' Switching Behavior.
J. Intell. Transp. Syst.
Athena Tsirimpa, Amalia Polydoropoulou, Constantinos Antoniou
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
Non-linear kalman filtering algorithms for on-line calibration of dynamic traffic assignment models.
ITSC
Constantinos Antoniou, Moshe E. Ben-Akiva, Haris N. Koutsopoulos
2002 J jnl
A Methodology for the Estimation of Traffic and Related Impacts of Advanced Driver Assistance Systems.
J. Intell. Transp. Syst.
John Golias, Constantinos Antoniou, George Yannis