Constantinos Antoniou

Orcid: 0000-0003-0203-9542

Affiliations:
  • Technical University Munich, Germany


According to our database1, Constantinos Antoniou authored at least 69 papers between 2002 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2024
Impacts of Platooning of Connected Automated Vehicles on Highways.
IEEE Trans. Intell. Transp. Syst., July, 2024

Traffic resilience quantification based on macroscopic fundamental diagrams and analysis using topological attributes.
Reliab. Eng. Syst. Saf., 2024

Graph neural network surrogate for strategic transport planning.
CoRR, 2024

2023
Machine learning for activity pattern detection.
J. Intell. Transp. Syst., November, 2023

Treating Noise and Anomalies in Vehicle Trajectories From an Experiment With a Swarm of Drones.
IEEE Trans. Intell. Transp. Syst., September, 2023

Learning from Imbalanced Datasets: The Bike-Sharing Inventory Problem Using Sparse Information.
Algorithms, July, 2023

On the Computation of Accessibility Provided by Shared Mobility.
CoRR, 2023

Network-wide Traffic State Forecast Using Discrete Wavelet Transform and Deep Learning.
Proceedings of the 8th International Conference on Models and Technologies for Intelligent Transportation Systems, 2023

Long-term & short-term bike sharing demand predictions using contextual data.
Proceedings of the 8th International Conference on Models and Technologies for Intelligent Transportation Systems, 2023

Measuring crowding levels using circle packing method: Application at Hawaii's beaches.
Proceedings of the 8th International Conference on Models and Technologies for Intelligent Transportation Systems, 2023

Robust Two-Stage Transport Data Imputation with Changepoint Detection and Tucker Decomposition.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

VEMUT-Sub-Sampling: A Novel Method for Sparse Multivariate Time-Series Vehicle Data.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Crash Risk Estimation Due to Lane Changing: A Data-Driven Approach Using Naturalistic Data.
IEEE Trans. Intell. Transp. Syst., 2022

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., 2022

A Gaussian sampling heuristic estimation model for developing synthetic trip sets.
Comput. Aided Civ. Infrastructure Eng., 2022

Simulation-based Optimization of Autonomous Driving Behaviors.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

2021
Improving the Accuracy and Efficiency of Online Calibration for Simulation-based Dynamic Traffic Assignment.
CoRR, 2021

Driving Behavior Safety Levels: Classification and Evaluation.
Proceedings of the 7th International Conference on Models and Technologies for Intelligent Transportation Systems, 2021

Analysis and Prediction of Bikesharing Traffic Flow - Citi Bike, New York.
Proceedings of the 7th International Conference on Models and Technologies for Intelligent Transportation Systems, 2021

Network Traffic Dynamics Prediction with a Hybrid Approach: Autoencoder-VAR.
Proceedings of the 7th International Conference on Models and Technologies for Intelligent Transportation Systems, 2021

Modeling and Forecasting Individual On-Demand Upcoming Trips.
Proceedings of the 7th International Conference on Models and Technologies for Intelligent Transportation Systems, 2021

Machine Learning from imbalanced data-sets: an application to the bike-sharing inventory problem.
Proceedings of the 7th International Conference on Models and Technologies for Intelligent Transportation Systems, 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.
Proceedings of the 7th International Conference on Models and Technologies for Intelligent Transportation Systems, 2021

Risk scenario designs for driving simulator experiments.
Proceedings of the 7th International Conference on Models and Technologies for Intelligent Transportation Systems, 2021

A big data-as-a-service architecture for naturalistic driving studies.
Proceedings of the 7th International Conference on Models and Technologies for Intelligent Transportation Systems, 2021

A New Methodology To Infer Travel Behavior Using Floating Car Data.
Proceedings of the 7th International Conference on Models and Technologies for Intelligent Transportation Systems, 2021

Crash risk analysis for the mixed traffic flow with human-driven and connected and autonomous vehicles.
Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020
PC-SPSA: Employing Dimensionality Reduction to Limit SPSA Search Noise in DTA Model Calibration.
IEEE Trans. Intell. Transp. Syst., 2020

Utilizing Import Vector Machines to Identify Dangerous Pro-active Traffic Conditions.
Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2019
Incorporating Trip Chaining within Online Demand Estimation.
CoRR, 2019

Big Data and Emerging Transportation Challenges: Findings from the NOESIS project.
Proceedings of the 6th International Conference on Models and Technologies for Intelligent Transportation Systems, 2019

A low dimensional model for bike sharing demand forecasting.
Proceedings of the 6th International Conference on Models and Technologies for Intelligent Transportation Systems, 2019

2018
Simulation-based evacuation planning using state-of-the-art sensitivity analysis techniques.
Simul. Model. Pract. Theory, 2018

Revisiting the application of simultaneous perturbation stochastic approximation towards signal timing optimization.
J. Intell. Transp. Syst., 2018

Towards Dynamic Bayesian Networks: State Augmentation for Online Calibration of DTA Systems.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017
Simulation-based evaluation of evacuation effectiveness using driving behavior sensitivity analysis.
Simul. Model. Pract. Theory, 2017

Techniques for improving the effectiveness of the SPSA algorithm in dynamic demand calibration.
Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017

Enhancing resilience to disasters using social media.
Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017

2016
Investor Sentiment, Beta, and the Cost of Equity Capital.
Manag. Sci., 2016

A low-cost wireless sensors positioning solution for indoor parking facilities management.
J. Locat. Based Serv., 2016

Mapping Social Media for Transportation Studies.
IEEE Intell. Syst., 2016

Flexible car-following models incorporating information from adjacent lanes.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Can Social Media data augment travel demand survey data?
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2015
Advanced Traveler Information Systems: Behavioral Responses to Mobile Applications for Transportation.
J. Intell. Transp. Syst., 2015

The Value of Privacy: Evidence From the Use of Mobile Devices for Traveler Information Systems.
J. Intell. Transp. Syst., 2015

A demonstration of distribution-based calibration.
Proceedings of the 2015 International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), 2015

Developing insight into effective SPSA parameters through sensitivity analysis.
Proceedings of the 2015 International Conference on Models and Technologies for Intelligent Transportation Systems (MT-ITS), 2015

Parameters Affecting Professional Driver Response to VMS Messages.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

DynaMIT2.0: Architecture Design and Preliminary Results on Real-Time Data Fusion for Traffic Prediction and Crisis Management.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

An Investigation of SPSA for Signal Timing Optimization at Isolated Intersections.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Monitoring Social Networks Formation and Information Velocity for Cases of Airliners' Crashes.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Use of Geotagged Social Media in Urban Settings: Empirical Evidence on Its Potential from Twitter.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

2014
Guest Editorial.
IEEE Trans. Intell. Transp. Syst., 2014

A Metamodel for Estimating Error Bounds in Real-Time Traffic Prediction Systems.
IEEE Trans. Intell. Transp. Syst., 2014

Analysis of Passengers' Perception of Public Transport Quality and Performance.
Int. J. Inf. Syst. Supply Chain Manag., 2014

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., 2014

Towards distribution-based calibration for traffic simulation.
Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

2012
Sensitivity analysis of driver behavior under emergency conditions.
Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

2011
Simulation-based dynamic traffic assignment for short-term planning applications.
Simul. Model. Pract. Theory, 2011

Predicting Motorway Traffic Performance by Data Fusion of Local Sensor Data and Electronic Toll Collection Data.
Comput. Aided Civ. Infrastructure Eng., 2011

2010
Traffic and mobility data collection for real-time applications.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

Accelerated on-line calibration of Dynamic Traffic Assignment using distributed Stochastic Gradient approximation.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

Active Traffic Management applications in Greece. The case of Attica Tollway.
Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

2009
Real-time multi-sensor multi-source network data fusion using dynamic traffic assignment models.
Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems, 2009

2007
Nonlinear Kalman Filtering Algorithms for On-Line Calibration of Dynamic Traffic Assignment Models.
IEEE Trans. Intell. Transp. Syst., 2007

Development of a Mixed Multi-Nomial Logit Model to Capture the Impact of Information Systems on Travelers' Switching Behavior.
J. Intell. Transp. Syst., 2007

An efficient non-linear Kalman filtering algorithm using simultaneous perturbation and applications in traffic estimation and prediction.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007

2006
Non-linear kalman filtering algorithms for on-line calibration of dynamic traffic assignment models.
Proceedings of the IEEE Intelligent Transportation Systems Conference, 2006

2002
A Methodology for the Estimation of Traffic and Related Impacts of Advanced Driver Assistance Systems.
J. Intell. Transp. Syst., 2002


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