Constantinos Antoniou

According to our database, Constantinos Antoniou authored at least 66 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Machine learning for activity pattern detection.

Natalia Selini Hadjidimitriou, Guido Cantelmo, Constantinos Antoniou

J. Intell. Transp. Syst., November, 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

IEEE Trans. Intell. Transp. Syst., September, 2023

Learning from Imbalanced Datasets: The Bike-Sharing Inventory Problem Using Sparse Information.

Giovanni Ceccarelli, Guido Cantelmo, Marialisa Nigro, Constantinos Antoniou

Algorithms, July, 2023

On the Computation of Accessibility Provided by Shared Mobility.

Severin Diepolder, Andrea Araldo, Tarek Chouaki, Santa Maiti, Sebastian Hörl, Constantinos Antoniou

CoRR, 2023

Network-wide Traffic State Forecast Using Discrete Wavelet Transform and Deep Learning.

Mohammad Javad Hassan Zada, Iuliia Yamnenko, Constantinos Antoniou

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.

Mirfarnam Tabandeh, Constantinos Antoniou, Guido Cantelmo

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.

Arthur Hung, Mohammad Sadrani, Constantinos Antoniou

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.

Cheng Lyu, Qing-Long Lu, Xinhua Wu, Constantinos Antoniou

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.

Nadin-Katrin Apel, Constantinos Antoniou

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.

Vishal Mahajan, Christos Katrakazas, Constantinos Antoniou

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.

Mohammad Sadrani, Alejandro Tirachini, Constantinos Antoniou

Eur. J. Oper. Res., 2022

A Gaussian sampling heuristic estimation model for developing synthetic trip sets.

Sérgio F. A. Batista, Guido Cantelmo, Mónica Menéndez, Constantinos Antoniou

Comput. Aided Civ. Infrastructure Eng., 2022

Simulation-based Optimization of Autonomous Driving Behaviors.

Hashmatullah Sadid, Moeid Qurashi, Constantinos Antoniou

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.

Haizheng Zhang, Ravi Seshadri, A. Arun Prakash, Constantinos Antoniou, Francisco C. Pereira, Moshe E. Ben-Akiva

CoRR, 2021

Driving Behavior Safety Levels: Classification and Evaluation.

Kui Yang, Christelle Al Haddad, George Yannis, Constantinos Antoniou

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.

Salma Y. Y. Hamad, Tao Ma, Constantinos Antoniou

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.

Xiaolin Gong, Tao Ma, Constantinos Antoniou

Proceedings of the 7th International Conference on Models and Technologies for Intelligent Transportation Systems, 2021

Modeling and Forecasting Individual On-Demand Upcoming Trips.

Abdullahi Fatola, Tao Ma, Constantinos Antoniou

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.

Giovanni Ceccarelli, Guido Cantelmo, Marialisa Nigro, Constantinos Antoniou

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.

Chintaman Santosh Bari, Utakarsh Gupta, Satish Chandra, Constantinos Antoniou, Ashish Dhamaniya

Proceedings of the 7th International Conference on Models and Technologies for Intelligent Transportation Systems, 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

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.

Md Rakibul Alam, Christelle Al Haddad, Constantinos Antoniou, Carlos Carreiras, Yves Vanrompay, Tom Brijs

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.

Abdallah Abu-Aisha, Ralph Harfouche, Christos Katrakazas, Constantinos Antoniou

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.

Qing-Long Lu, Kui Yang, Constantinos Antoniou

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.

Moeid Qurashi, Tao Ma, Emmanouil Chaniotakis, Constantinos Antoniou

IEEE Trans. Intell. Transp. Syst., 2020

Utilizing Import Vector Machines to Identify Dangerous Pro-active Traffic Conditions.

Kui Yang, Wenjing Zhao, Constantinos Antoniou

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2019

Incorporating Trip Chaining within Online Demand Estimation.

Guido Cantelmo, Moeid Qurashi, A. Arun Prakash, Constantinos Antoniou, Francesco Viti

CoRR, 2019

Big Data and Emerging Transportation Challenges: Findings from the NOESIS project.

Christos Katrakazas, Constantinos Antoniou, Natalia Sobrino Vazquez, Ilias Trochidis, Stratos Arampatzis

Proceedings of the 6th International Conference on Models and Technologies for Intelligent Transportation Systems, 2019

A low dimensional model for bike sharing demand forecasting.

Guido Cantelmo, Rafal Kucharski, Constantinos Antoniou

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.

Georges Sfeir, Constantinos Antoniou, Nivine Abbas

Simul. Model. Pract. Theory, 2018

Revisiting the application of simultaneous perturbation stochastic approximation towards signal timing optimization.

David Hale, Constantinos Antoniou, Byungkyu Brian Park, Jiaqi Ma, Lei Zhang, Alexander Paz

J. Intell. Transp. Syst., 2018

Towards Dynamic Bayesian Networks: State Augmentation for Online Calibration of DTA Systems.

Haizheng Zhang, Ravi Seshadri, A. Arun Prakash, Constantinos Antoniou, Francisco Câmara Pereira, Moshe E. Ben-Akiva

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017

Simulation-based evaluation of evacuation effectiveness using driving behavior sensitivity analysis.

Margarita Kostovasili, Constantinos Antoniou

Simul. Model. Pract. Theory, 2017

Techniques for improving the effectiveness of the SPSA algorithm in dynamic demand calibration.

Bojan Kostic, Guido Gentile, Constantinos Antoniou

Proceedings of the 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, 2017

Enhancing resilience to disasters using social media.

Emmanouil Chaniotakis, Constantinos Antoniou, Francisco C. Pereira

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.

Constantinos Antoniou, John A. Doukas, Avanidhar Subrahmanyam

Manag. Sci., 2016

A low-cost wireless sensors positioning solution for indoor parking facilities management.

Vassilis Gikas, Constantinos Antoniou, Günther Retscher, Athanasios D. Panagopoulos, Allison Kealy, Harris Perakis, Thanassis Mpimis

J. Locat. Based Serv., 2016

Mapping Social Media for Transportation Studies.

Emmanouil Chaniotakis, Constantinos Antoniou, Francisco C. Pereira

IEEE Intell. Syst., 2016

Flexible car-following models incorporating information from adjacent lanes.

Vasileia Papathanasopoulou, Constantinos Antoniou

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

Can Social Media data augment travel demand survey data?

Emmanouil Chaniotakis, Constantinos Antoniou, Josep Maria Salanova Grau, Loukas Dimitriou

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

2015

Advanced Traveler Information Systems: Behavioral Responses to Mobile Applications for Transportation.

Constantinos Antoniou, Amalia Polydoropoulou, Asad J. Khattak

J. Intell. Transp. Syst., 2015

The Value of Privacy: Evidence From the Use of Mobile Devices for Traveler Information Systems.

Constantinos Antoniou, Amalia Polydoropoulou

J. Intell. Transp. Syst., 2015

A demonstration of distribution-based calibration.

Ioulia Markou, Vasileia Papathanasopoulou, Constantinos Antoniou

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.

Ioulia Markou, Constantinos Antoniou

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.

Maria Poulopoulou, Ioanna Spyropoulou, Constantinos Antoniou

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.

Yang Lu, Ravi Seshadri, Francisco C. Pereira, Aidan O'Sullivan, Constantinos Antoniou, Moshe E. Ben-Akiva

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

An Investigation of SPSA for Signal Timing Optimization at Isolated Intersections.

David Hale, Constantinos Antoniou, Byungkyu Brian Park, Jiaqi Ma, Lei Zhang, Alexander Paz

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

Monitoring Social Networks Formation and Information Velocity for Cases of Airliners' Crashes.

Loukas Dimitriou, Constantinos Antoniou, Symeon E. Christodoulou

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.

Emmanouil Chaniotakis, Constantinos Antoniou

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

2014

Guest Editorial.

Vincenzo Punzo, Mark Brackstone, Constantinos Antoniou

IEEE Trans. Intell. Transp. Syst., 2014

A Metamodel for Estimating Error Bounds in Real-Time Traffic Prediction Systems.

Francisco C. Pereira, Constantinos Antoniou, Joan Aguilar Fargas, Moshe E. Ben-Akiva

IEEE Trans. Intell. Transp. Syst., 2014

Analysis of Passengers' Perception of Public Transport Quality and Performance.

Yannis Tyrinopoulos, Constantinos Antoniou

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.

Dimitrios Efthymiou, Constantinos Antoniou

EURO J. Transp. Logist., 2014

Towards distribution-based calibration for traffic simulation.

Constantinos Antoniou, Vassilis Gikas, Vasileia Papathanasopoulou, Thanassis Mpimis, Ioulia Markou, Harris Perakis

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

2012

Sensitivity analysis of driver behavior under emergency conditions.

Elena Prionisti, Constantinos Antoniou

Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

2011

Simulation-based dynamic traffic assignment for short-term planning applications.

Srinivasan Sundaram, Haris N. Koutsopoulos, Moshe E. Ben-Akiva, Constantinos Antoniou, Ramachandran Balakrishna

Simul. Model. Pract. Theory, 2011

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

Comput. Aided Civ. Infrastructure Eng., 2011

2010

Traffic and mobility data collection for real-time applications.

Jorge Lopes, João Bento, Enyang Huang, Constantinos Antoniou, Moshe E. Ben-Akiva

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.

Enyang Huang, Constantinos Antoniou, Jorge Lopes, Yang Wen, Moshe E. Ben-Akiva

Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems, 2010

Active Traffic Management applications in Greece. The case of Attica Tollway.

Constantinos Antoniou, Pantelis Kopelias, Fanis Papadimitriou

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.

Enyang Huang, Constantinos Antoniou, Yang Wen, Moshe E. Ben-Akiva, Jorge Lopes, João Bento

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.

Constantinos Antoniou, Moshe E. Ben-Akiva, Haris N. Koutsopoulos

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.

Athena Tsirimpa, Amalia Polydoropoulou, Constantinos Antoniou

J. Intell. Transp. Syst., 2007

An efficient non-linear Kalman filtering algorithm using simultaneous perturbation and applications in traffic estimation and prediction.

Constantinos Antoniou, Haris N. Koutsopoulos, George Yannis

Proceedings of the IEEE Intelligent Transportation Systems Conference, 2007

2006

Non-linear kalman filtering algorithms for on-line calibration of dynamic traffic assignment models.

Constantinos Antoniou, Moshe E. Ben-Akiva, Haris N. Koutsopoulos

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.

John Golias, Constantinos Antoniou, George Yannis

J. Intell. Transp. Syst., 2002