A Methodology for the Estimation of Traffic and Related Impacts of Advanced Driver Assistance Systems. - John Golias; Constantinos Antoniou 001; George Yannis (J. Intell. Transp. Syst., 2002)

Non-linear kalman filtering algorithms for on-line calibration of dynamic traffic assignment models. - Constantinos Antoniou 001; Moshe E. Ben-Akiva; Haris N. Koutsopoulos (ITSC, 2006)

An efficient non-linear Kalman filtering algorithm using simultaneous perturbation and applications in traffic estimation and prediction. - Constantinos Antoniou 001; Haris N. Koutsopoulos; George Yannis (ITSC, 2007)

Development of a Mixed Multi-Nomial Logit Model to Capture the Impact of Information Systems on Travelers' Switching Behavior. - Athena Tsirimpa; Amalia Polydoropoulou; Constantinos Antoniou 001 (J. Intell. Transp. Syst., 2007)

Nonlinear Kalman Filtering Algorithms for On-Line Calibration of Dynamic Traffic Assignment Models. - Constantinos Antoniou 001; Moshe E. Ben-Akiva; Haris N. Koutsopoulos (IEEE Trans. Intell. Transp. Syst., 2007)

Real-time multi-sensor multi-source network data fusion using dynamic traffic assignment models. - Enyang Huang; Constantinos Antoniou 001; Yang Wen; Moshe E. Ben-Akiva; Jorge Lopes; João Bento 001 (ITSC, 2009)

Active Traffic Management applications in Greece. The case of Attica Tollway. - Constantinos Antoniou 001; Pantelis Kopelias; Fanis Papadimitriou (ITSC, 2010)

Accelerated on-line calibration of Dynamic Traffic Assignment using distributed Stochastic Gradient approximation. - Enyang Huang; Constantinos Antoniou 001; Jorge Lopes; Yang Wen; Moshe E. Ben-Akiva (ITSC, 2010)

Traffic and mobility data collection for real-time applications. - Jorge Lopes; João Bento 001; Enyang Huang; Constantinos Antoniou 001; Moshe E. Ben-Akiva (ITSC, 2010)

Predicting Motorway Traffic Performance by Data Fusion of Local Sensor Data and Electronic Toll Collection Data. - Bernhard Heilmann; Nour-Eddin El Faouzi; O. de Mouzon; N. Hainitz; Hannes Koller; Dietmar Bauer; Constantinos Antoniou 001 (Comput. Aided Civ. Infrastructure Eng., 2011)

Simulation-based dynamic traffic assignment for short-term planning applications. - Srinivasan Sundaram; Haris N. Koutsopoulos; Moshe E. Ben-Akiva; Constantinos Antoniou 001; Ramachandran Balakrishna (Simul. Model. Pract. Theory, 2011)

Sensitivity analysis of driver behavior under emergency conditions. - Elena Prionisti; Constantinos Antoniou 001 (ITSC, 2012)

Towards distribution-based calibration for traffic simulation. - Constantinos Antoniou 001; Vassilis Gikas; Vasileia Papathanasopoulou; Thanassis Mpimis; Ioulia Markou; Harris Perakis (ITSC, 2014)

Measuring the effects of transportation infrastructure location on real estate prices and rents: investigating the current impact of a planned metro line. - Dimitrios Efthymiou; Constantinos Antoniou 001 (EURO J. Transp. Logist., 2014)

Analysis of Passengers' Perception of Public Transport Quality and Performance. - Yannis Tyrinopoulos; Constantinos Antoniou 001 (Int. J. Inf. Syst. Supply Chain Manag., 2014)

A Metamodel for Estimating Error Bounds in Real-Time Traffic Prediction Systems. - Francisco C. Pereira; Constantinos Antoniou 001; Joan Aguilar Fargas; Moshe E. Ben-Akiva (IEEE Trans. Intell. Transp. Syst., 2014)

Guest Editorial. - Vincenzo Punzo; Mark Brackstone; Constantinos Antoniou 001 (IEEE Trans. Intell. Transp. Syst., 2014)

Use of Geotagged Social Media in Urban Settings: Empirical Evidence on Its Potential from Twitter. - Emmanouil Chaniotakis; Constantinos Antoniou 001 (ITSC, 2015)

Monitoring Social Networks Formation and Information Velocity for Cases of Airliners' Crashes. - Loukas Dimitriou; Constantinos Antoniou 001; Symeon E. Christodoulou (ITSC, 2015)

An Investigation of SPSA for Signal Timing Optimization at Isolated Intersections. - David Hale; Constantinos Antoniou 001; Byungkyu Brian Park; Jiaqi Ma; Lei Zhang; Alexander Paz (ITSC, 2015)

DynaMIT2.0: Architecture Design and Preliminary Results on Real-Time Data Fusion for Traffic Prediction and Crisis Management. - Yang Lu; Ravi Seshadri; Francisco C. Pereira; Aidan O'Sullivan; Constantinos Antoniou 001; Moshe E. Ben-Akiva (ITSC, 2015)

Parameters Affecting Professional Driver Response to VMS Messages. - Maria Poulopoulou; Ioanna Spyropoulou; Constantinos Antoniou 001 (ITSC, 2015)

Developing insight into effective SPSA parameters through sensitivity analysis. - Ioulia Markou; Constantinos Antoniou 001 (MT-ITS, 2015)

A demonstration of distribution-based calibration. - Ioulia Markou; Vasileia Papathanasopoulou; Constantinos Antoniou 001 (MT-ITS, 2015)

The Value of Privacy: Evidence From the Use of Mobile Devices for Traveler Information Systems. - Constantinos Antoniou 001; Amalia Polydoropoulou (J. Intell. Transp. Syst., 2015)

Advanced Traveler Information Systems: Behavioral Responses to Mobile Applications for Transportation. - Constantinos Antoniou 001; Amalia Polydoropoulou; Asad J. Khattak (J. Intell. Transp. Syst., 2015)

Can Social Media data augment travel demand survey data? - Emmanouil Chaniotakis; Constantinos Antoniou 001; Josep Maria Salanova Grau; Loukas Dimitriou (ITSC, 2016)

Flexible car-following models incorporating information from adjacent lanes. - Vasileia Papathanasopoulou; Constantinos Antoniou 001 (ITSC, 2016)

Mapping Social Media for Transportation Studies. - Emmanouil Chaniotakis; Constantinos Antoniou 001; Francisco C. Pereira (IEEE Intell. Syst., 2016)

A low-cost wireless sensors positioning solution for indoor parking facilities management. - Vassilis Gikas; Constantinos Antoniou 001; Günther Retscher; Athanasios D. Panagopoulos; Allison Kealy; Harris Perakis; Thanassis Mpimis (J. Locat. Based Serv., 2016)

Investor Sentiment, Beta, and the Cost of Equity Capital. - Constantinos Antoniou 001; John A. Doukas; Avanidhar Subrahmanyam (Manag. Sci., 2016)

Enhancing resilience to disasters using social media. - Emmanouil Chaniotakis; Constantinos Antoniou 001; Francisco C. Pereira (MT-ITS, 2017)

Techniques for improving the effectiveness of the SPSA algorithm in dynamic demand calibration. - Bojan Kostic; Guido Gentile; Constantinos Antoniou 001 (MT-ITS, 2017)

Simulation-based evaluation of evacuation effectiveness using driving behavior sensitivity analysis. - Margarita Kostovasili; Constantinos Antoniou 001 (Simul. Model. Pract. Theory, 2017)

Towards Dynamic Bayesian Networks: State Augmentation for Online Calibration of DTA Systems. - Haizheng Zhang; Ravi Seshadri; A. Arun Prakash; Constantinos Antoniou 001; Francisco Câmara Pereira; Moshe E. Ben-Akiva (ITSC, 2018)

Revisiting the application of simultaneous perturbation stochastic approximation towards signal timing optimization. - David Hale; Constantinos Antoniou 001; Byungkyu Brian Park; Jiaqi Ma; Lei Zhang; Alexander Paz (J. Intell. Transp. Syst., 2018)

Simulation-based evacuation planning using state-of-the-art sensitivity analysis techniques. - Georges Sfeir; Constantinos Antoniou 001; Nivine Abbas (Simul. Model. Pract. Theory, 2018)

A low dimensional model for bike sharing demand forecasting. - Guido Cantelmo; Rafal Kucharski; Constantinos Antoniou 001 (MT-ITS, 2019)

Big Data and Emerging Transportation Challenges: Findings from the NOESIS project. - Christos Katrakazas; Constantinos Antoniou 001; Natalia Sobrino Vazquez; Ilias Trochidis; Stratos Arampatzis (MT-ITS, 2019)

Incorporating Trip Chaining within Online Demand Estimation. - Guido Cantelmo; Moeid Qurashi; A. Arun Prakash; Constantinos Antoniou 001; Francesco Viti (CoRR, 2019)

Utilizing Import Vector Machines to Identify Dangerous Pro-active Traffic Conditions. - Kui Yang; Wenjing Zhao; Constantinos Antoniou 001 (ITSC, 2020)

PC-SPSA: Employing Dimensionality Reduction to Limit SPSA Search Noise in DTA Model Calibration. - Moeid Qurashi; Tao Ma 005; Emmanouil Chaniotakis; Constantinos Antoniou 001 (IEEE Trans. Intell. Transp. Syst., 2020)

Crash risk analysis for the mixed traffic flow with human-driven and connected and autonomous vehicles. - Qing-Long Lu; Kui Yang; Constantinos Antoniou 001 (ITSC, 2021)

A New Methodology To Infer Travel Behavior Using Floating Car Data. - Abdallah Abu-Aisha; Ralph Harfouche; Christos Katrakazas; Constantinos Antoniou 001 (MT-ITS, 2021)

A big data-as-a-service architecture for naturalistic driving studies. - Md Rakibul Alam; Christelle Al Haddad; Constantinos Antoniou 001; Carlos Carreiras; Yves Vanrompay; Tom Brijs (MT-ITS, 2021)

Risk scenario designs for driving simulator experiments. - Roja Ezzati Amini; Eva Michelaraki; Christos Katrakazas; Christelle Al Haddad; Bart De Vos; Ariane Cuenen; George Yannis; Tom Brijs; Constantinos Antoniou 001 (MT-ITS, 2021)

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. - Chintaman Santosh Bari; Utakarsh Gupta; Satish Chandra 006; Constantinos Antoniou 001; Ashish Dhamaniya (MT-ITS, 2021)

Machine Learning from imbalanced data-sets: an application to the bike-sharing inventory problem. - Giovanni Ceccarelli; Guido Cantelmo; Marialisa Nigro; Constantinos Antoniou 001 (MT-ITS, 2021)

Modeling and Forecasting Individual On-Demand Upcoming Trips. - Abdullahi Fatola; Tao Ma 005; Constantinos Antoniou 001 (MT-ITS, 2021)

Network Traffic Dynamics Prediction with a Hybrid Approach: Autoencoder-VAR. - Xiaolin Gong; Tao Ma 005; Constantinos Antoniou 001 (MT-ITS, 2021)

Analysis and Prediction of Bikesharing Traffic Flow - Citi Bike, New York. - Salma Y. Y. Hamad; Tao Ma 005; Constantinos Antoniou 001 (MT-ITS, 2021)

Driving Behavior Safety Levels: Classification and Evaluation. - Kui Yang; Christelle Al Haddad; George Yannis; Constantinos Antoniou 001 (MT-ITS, 2021)

Improving the Accuracy and Efficiency of Online Calibration for Simulation-based Dynamic Traffic Assignment. - Haizheng Zhang; Ravi Seshadri; A. Arun Prakash; Constantinos Antoniou 001; Francisco C. Pereira; Moshe E. Ben-Akiva (CoRR, 2021)

Simulation-based Optimization of Autonomous Driving Behaviors. - Hashmatullah Sadid; Moeid Qurashi; Constantinos Antoniou 001 (ITSC, 2022)

A Gaussian sampling heuristic estimation model for developing synthetic trip sets. - Sérgio F. A. Batista; Guido Cantelmo; Mónica Menéndez; Constantinos Antoniou 001 (Comput. Aided Civ. Infrastructure Eng., 2022)

Vehicle dispatching plan for minimizing passenger waiting time in a corridor with buses of different sizes: Model formulation and solution approaches. - Mohammad Sadrani; Alejandro Tirachini; Constantinos Antoniou 001 (Eur. J. Oper. Res., 2022)

Crash Risk Estimation Due to Lane Changing: A Data-Driven Approach Using Naturalistic Data. - Vishal Mahajan; Christos Katrakazas; Constantinos Antoniou 001 (IEEE Trans. Intell. Transp. Syst., 2022)

VEMUT-Sub-Sampling: A Novel Method for Sparse Multivariate Time-Series Vehicle Data. - Nadin-Katrin Apel; Constantinos Antoniou 001 (IEEE Big Data, 2023)

Robust Two-Stage Transport Data Imputation with Changepoint Detection and Tucker Decomposition. - Cheng Lyu; Qing-Long Lu; Xinhua Wu; Constantinos Antoniou 001 (ITSC, 2023)

Measuring crowding levels using circle packing method: Application at Hawaii's beaches. - Arthur Hung; Mohammad Sadrani; Constantinos Antoniou 001 (MT-ITS, 2023)

Long-term & short-term bike sharing demand predictions using contextual data. - Mirfarnam Tabandeh; Constantinos Antoniou 001; Guido Cantelmo (MT-ITS, 2023)

Network-wide Traffic State Forecast Using Discrete Wavelet Transform and Deep Learning. - Mohammad Javad Hassan Zada; Iuliia Yamnenko; Constantinos Antoniou 001 (MT-ITS, 2023)

On the Computation of Accessibility Provided by Shared Mobility. - Severin Diepolder; Andrea Araldo; Tarek Chouaki; Santa Maiti; Sebastian Hörl; Constantinos Antoniou 001 (CoRR, 2023)

Learning from Imbalanced Datasets: The Bike-Sharing Inventory Problem Using Sparse Information. - Giovanni Ceccarelli; Guido Cantelmo; Marialisa Nigro; Constantinos Antoniou 001 (Algorithms, 2023)

Treating Noise and Anomalies in Vehicle Trajectories From an Experiment With a Swarm of Drones. - Vishal Mahajan; Emmanouil N. Barmpounakis; Md Rakibul Alam; Nikolas Geroliminis; Constantinos Antoniou 001 (IEEE Trans. Intell. Transp. Syst., 2023)

Machine learning for activity pattern detection. - Natalia Selini Hadjidimitriou; Guido Cantelmo; Constantinos Antoniou 001 (J. Intell. Transp. Syst., 2023)

Graph neural network surrogate for strategic transport planning. - Nikita Makarov; Santhanakrishnan Narayanan; Constantinos Antoniou 001 (CoRR, 2024)

Traffic resilience quantification based on macroscopic fundamental diagrams and analysis using topological attributes. - Qing-Long Lu; Wenzhe Sun; Jiannan Dai; Jan-Dirk Schmöcker; Constantinos Antoniou 001 (Reliab. Eng. Syst. Saf., 2024)

Impacts of Platooning of Connected Automated Vehicles on Highways. - Margarita Martínez-Díaz; Christelle Al Haddad; Francesc Soriguera; Constantinos Antoniou 001 (IEEE Trans. Intell. Transp. Syst., 2024)

Stop plan optimisation for three-pattern skip-stop schemes for urban rail transit systems. - Somporn Sahachaiseree; Mohammad Sadrani; Constantinos Antoniou 001 (EURO J. Transp. Logist., 2025)

Bus scheduling with heterogeneous fleets: Formulation and hybrid metaheuristic algorithms. - Mohammad Sadrani; Alejandro Tirachini; Constantinos Antoniou 001 (Expert Syst. Appl., 2025)

Guided Persona-based AI Surveys: Can we replicate personal mobility preferences at scale using LLMs? - Ioannis Tzachristas; Santhanakrishnan Narayanan; Constantinos Antoniou 001 (CoRR, 2025)

Efficient Cloud-Sourced Transport Mode Detection Using Trajectory Data: A Semi-Supervised Asynchronous Federated Learning Approach. - Ningkang Yang; Qing-Long Lu; Iuliia Yamnenko; Constantinos Antoniou 001 (IEEE Internet Things J., 2025)

Quantifying the Improvement of Accessibility achieved via Shared Mobility on Demand. - Severin Diepolder; Andrea Araldo; Tarek Chouaki; Santa Maiti; Sebastian Hörl; Constantinos Antoniou 001 (CoRR, 2025)

Modeling of shared mobility services - An approach in between aggregate four-step and disaggregate agent-based approaches for strategic transport planning. - Santhanakrishnan Narayanan; Josep Maria Salanova Grau; Rodric Frederix; Athina Tympakianaki; Antonio D. Masegosa; Constantinos Antoniou 001 (J. Intell. Transp. Syst., 2025)

Joint Optimization of Transit Network Design, Timetable, and Passenger Assignment With Exact Transfer Behavior Modeling. - Yunyi Liang; Constantinos Antoniou 001; Mohammad Sadrani; Jinjun Tang (IEEE Trans. Intell. Transp. Syst., 2025)

Road Side Unit Location Optimization Considering Communication Channel Competition and 6G Technology. - Yining Ren; Yinhai Wang; Zhizhou Wu; Constantinos Antoniou 001; Yunyi Liang (IEEE Trans. Intell. Transp. Syst., 2025)

Dynamic Network Capacity Allocation Using Model Predictive Control With Sparse Identification of Nonlinear Dynamics. - Qing-Long Lu; Raphael E. Stern; Mohammad Sadrani; Constantinos Antoniou 001 (IEEE Trans. Intell. Transp. Syst., 2025)

A Diffusion-Based Expectation-Maximization Framework for Probabilistic Traffic Data Imputation. - Cheng Lyu; Constantinos Antoniou 001 (IEEE Internet Things J., 2025)

Trajectory Prediction for Multiple Agents in Dynamic Environments: Factoring in Traffic States and Driving Styles. - Jiayu Yang; Jaeyoung Jay Lee; Constantinos Antoniou 001 (IEEE Trans. Intell. Transp. Syst., 2025)