Eleni I. Vlahogianni

53 papers C 2Journal 29Unranked 22
YearRankTypeTitle / Venue / Authors
2025 — conf
A Self-Supervised, Multitask Framework for Network-Wide Travel Time Prediction Using Loop Detector Traffic Data.
MT-ITS
Panagiotis Fafoutellis, Eleni I. Vlahogianni
2025 J jnl
Data re-uploading in Quantum Machine Learning for time series: application to traffic forecasting.
CoRR
Nikolaos Schetakis, Paolo Bonfini, Negin Alisoltani, Konstantinos Blazakis, Symeon Tsintzos, Alexis Askitopoulos, Davit Aghamalyan, Panagiotis Fafoutellis, Eleni I. Vlahogianni
2024 J jnl
Advisory versus automated dynamic eco-driving at signalized intersections: lessons learnt from empirical evidence and simulation experiments.
J. Intell. Transp. Syst.
Evangelos Mintsis, Eleni I. Vlahogianni, Evangelos Mitsakis, Georgia Aifadopoulou
2024 J jnl
Laboratory of Traffic Engineering [Its Research Lab].
IEEE Intell. Transp. Syst. Mag.
Yisheng Lv, George Yannis, Eleni I. Vlahogianni
2024 — conf
On the Connection Between Neural Activations and Uncertainty in Object Detection Transformers Using Topological Data Analysis.
ITSC
Javier Del Ser, Aitor Martínez-Seras, Ibai Laña, Miren Nekane Bilbao, Panagiotis Fafoutellis, Eleni I. Vlahogianni
2023 — conf
A Causal Deep Learning Framework for Traffic Forecasting.
ITSC
Panagiotis Fafoutellis, Ibai Laña, Javier Del Ser, Eleni I. Vlahogianni
2023 — conf
A Deep Learning Framework For Modeling Pedestrian - Vehicle Interactions In Shared Space.
MT-ITS
Panagiotis Fafoutellis, Emmanouil Ph. Kampitakis, Eleni I. Vlahogianni
2023 J jnl
A Survey on Market-Inspired Intersection Control Methods for Connected Vehicles.
IEEE Intell. Transp. Syst. Mag.
Christina A. Iliopoulou, Konstantinos L. Kepaptsoglou, Eleni I. Vlahogianni
2023 — conf
A two-phase metaheuristic approach for the parcel locker location problem: First select then merge.
MT-ITS
Erick Rodríguez-Esparza, Emmanouil Kampitakis, Antonio D. Masegosa, Enrique Onieva, Eleni I. Vlahogianni
2023 — conf
AI Assisted Dynamic Bus Lane Control in Connected Urban Environments: The Case of Intermittent Dynamic Bus Lanes.
ITSC
Konstantinos Katzilieris, Emmanouil Kampitakis, Eleni I. Vlahogianni
2023 — conf
Dynamic Lane Reversal: A reinforcement learning approach.
MT-ITS
Konstantinos Katzilieris, Emmanouil Kampitakis, Eleni I. Vlahogianni
2023 — conf
Effects of Driving Behavior on Fuel Consumption with Explainable Gradient Boosting Decision Trees.
MT-ITS
Christos Konstantinou, Panagiotis Fafoutellis, Eleni G. Mantouka, Charis Chalkiadakis, Petros Fortsakis, Eleni I. Vlahogianni
2023 — conf
Integrated Signal and Bus Lane Control: An Intersection-Level Approach.
ITSC
Emmanouil Kampitakis, Konstantinos Katzilieris, Eleni I. Vlahogianni
2023 — conf
Investigating the Importance of Connected Cooperative and Automated Mobility Towards Mitigating the Impacts of Extreme Weather Events.
MT-ITS
Charis Chalkiadakis, Maria Kanavou, Eleni I. Vlahogianni
2022 J jnl
Developing a Total Cost of Ownership Model for Semi-Automated, Automated and Electric Vehicles.
SN Comput. Sci.
Lambros Mitropoulos, Konstantinos Kouretas, Konstantinos L. Kepaptsoglou, Eleni I. Vlahogianni
2021 J jnl
From Data to Actions in Intelligent Transportation Systems: A Prescription of Functional Requirements for Model Actionability.
Sensors
Ibai Laña, Javier J. Sánchez Medina, Eleni I. Vlahogianni, Javier Del Ser
2021 J jnl
Guest Editorial Special Issue on Big Data and AI for Computational Transportation in the Cyber-Physical-Social Space.
IEEE Trans. Intell. Transp. Syst.
Weifeng Lv, Yisheng Lv, Andreas A. Malikopoulos, Eleni I. Vlahogianni, Fei-Yue Wang
2021 C conf
Total Cost of Ownership for Automated and Electric Drive Vehicles.
VEHITS
Lambros Mitropoulos, Konstantinos Kouretas, Konstantinos L. Kepaptsoglou, Eleni I. Vlahogianni
2021 — conf
Towards Data Driven Traffic Modelling: Safe Driving Based on Reinforcement Learning.
ITSC
Vasilis Kyriazopoulos, Foteini P. Orfanou, Eleni I. Vlahogianni, George Yannis
2020 J jnl
Data-Driven Optimization for Transportation Logistics and Smart Mobility Applications [Guest Editorial].
IEEE Intell. Transp. Syst. Mag.
Eneko Osaba, Javier J. Sánchez Medina, Eleni I. Vlahogianni, Xin-She Yang, Antonio D. Masegosa, Joshué Pérez Rastelli, Javier Del Ser
2020 — conf
Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment.
ITSC
Javier Del Ser, Ibai Laña, Eric L. Manibardo, Izaskun Oregi, Eneko Osaba, Jesus L. Lobo, Miren Nekane Bilbao, Eleni I. Vlahogianni
2020 J jnl
Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment.
CoRR
Javier Del Ser, Ibai Lana, Eric L. Manibardo, Izaskun Oregi, Eneko Osaba, Jesus L. Lobo, Miren Nekane Bilbao, Eleni I. Vlahogianni
2020 — conf
Dilated LSTM Networks for Short-Term Traffic Forecasting using Network-Wide Vehicle Trajectory Data.
ITSC
Panagiotis Fafoutellis, Eleni I. Vlahogianni, Javier Del Ser
2020 J jnl
Estimating the Necessary Amount of Driving Data for Assessing Driving Behavior.
Sensors
Anna-Maria Stavrakaki, Dimitrios I. Tselentis, Emmanouil N. Barmpounakis, Eleni I. Vlahogianni, George Yannis
2020 J jnl
From Data to Actions in Intelligent Transportation Systems: a Prescription of Functional Requirements for Model Actionability.
CoRR
Ibai Lana, Javier J. Sánchez Medina, Eleni I. Vlahogianni, Javier Del Ser
2020 J jnl
Identifying spatio-temporal patterns of bus bunching in urban networks.
J. Intell. Transp. Syst.
Christina A. Iliopoulou, Christina P. Milioti, Eleni I. Vlahogianni, Konstantinos L. Kepaptsoglou
2020 — conf
Impacts of Autonomous Shuttle Services on Traffic, Safety and Environment for Future Mobility Scenarios.
ITSC
Maria G. Oikonomou, Foteini P. Orfanou, Eleni I. Vlahogianni, George Yannis
2020 J jnl
Powered Two-Wheeler Detection Using Crowdsourced Smartphone Data.
IEEE Trans. Intell. Veh.
Emmanouil N. Barmpounakis, Eleni I. Vlahogianni
2020 — conf
Understanding the factors that affect the bus bunching events' duration.
ITSC
Christina A. Iliopoulou, Eleni I. Vlahogianni, Konstantinos L. Kepaptsoglou
2019 J jnl
Convolutional Neural Networks for On-Street Parking Space Detection in Urban Networks.
IEEE Trans. Intell. Transp. Syst.
Konstantinos Gkolias, Eleni I. Vlahogianni
2019 J jnl
Gamification in mobile applications: The case of airports.
J. Intell. Transp. Syst.
Eleni G. Mantouka, Emmanouil N. Barmpounakis, Christina P. Milioti, Eleni I. Vlahogianni
2019 J jnl
Introduction to the Special Issue on Online Learning for Big-Data Driven Transportation and Mobility.
IEEE Trans. Intell. Transp. Syst.
Javier Del Ser, Javier J. Sánchez Medina, Eleni I. Vlahogianni
2019 J jnl
Metaheuristics for the transit route network design problem: a review and comparative analysis.
Public Transp.
Christina A. Iliopoulou, Konstantinos L. Kepaptsoglou, Eleni I. Vlahogianni
2019 — conf
Road Traffic Forecasting using Stacking Ensembles of Echo State Networks.
ITSC
Javier Del Ser, Ibai Laña, Miren Nekane Bilbao, Eleni I. Vlahogianni
2019 C conf
Smart Parking Assistance Services and User Acceptance: A European Model.
VEHITS
Eleni G. Mantouka, Foteini P. Orfanou, Martin Margreiter, Eleni I. Vlahogianni, Javier J. Sánchez Medina
2018 J jnl
Identifying Predictable Patterns in the Unconventional Overtaking Decisions of PTW for Cooperative ITS.
IEEE Trans. Intell. Veh.
Emmanouil N. Barmpounakis, Eleni I. Vlahogianni, John C. Golias
2018 J jnl
Road Traffic Forecasting: Recent Advances and New Challenges.
IEEE Intell. Transp. Syst. Mag.
Ibai Lana, Javier Del Ser, Manuel Vélez, Eleni I. Vlahogianni
2018 — conf
The Bus Bunching Problem: Empirical Findings from Spatial Analytics.
ITSC
Christina A. Iliopoulou, Christina P. Milioti, Eleni I. Vlahogianni, Konstantinos L. Kepaptsoglou, Javier J. Sánchez Medina
2017 — conf
Evaluation of a cooperative speed advice service implemented along an urban arterial corridor.
MT-ITS
Evangelos Mintsis, Eleni I. Vlahogianni, Evangelos Mitsakis, Seckin Ozkul
2017 — conf
Perceived socio-economic impacts of cooperative Intelligent Transportation Systems: A case study of Greek urban road networks.
MT-ITS
Maria Anna Toulouki, Eleni I. Vlahogianni, Konstantina Gkritza
2016 J jnl
A Real-Time Parking Prediction System for Smart Cities.
J. Intell. Transp. Syst.
Eleni I. Vlahogianni, Konstantinos L. Kepaptsoglou, Vassileios Tsetsos, Matthew G. Karlaftis
2016 J jnl
Intelligent Transportation Systems and Powered Two Wheelers Traffic.
IEEE Trans. Intell. Transp. Syst.
Emmanouil N. Barmpounakis, Eleni I. Vlahogianni, John C. Golias
2014 J jnl
Modeling Microscopic Freeway Traffic Using Cusp Catastrophe Theory.
IEEE Intell. Transp. Syst. Mag.
Alexandros E. Papacharalampous, Eleni I. Vlahogianni
2013 J jnl
Fuzzy-Entropy Neural Network Freeway Incident Duration Modeling with Single and Competing Uncertainties.
Comput. Aided Civ. Infrastructure Eng.
Eleni I. Vlahogianni, Matthew G. Karlaftis
2012 — conf
Determinants of powered two-wheelers virtual lane width in urban arterials.
ITSC
Vasileios A. Nikias, Eleni I. Vlahogianni, Tzu-Chang Lee, John C. Golias
2012 J jnl
Does Information on Weather Affect the Performance of Short-Term Traffic Forecasting Models?
Int. J. Intell. Transp. Syst. Res.
Lykourgos Tsirigotis, Eleni I. Vlahogianni, Matthew G. Karlaftis
2012 J jnl
Modeling the Effects of Weather and Traffic on the Risk of Secondary Incidents.
J. Intell. Transp. Syst.
Eleni I. Vlahogianni, Matthew G. Karlaftis, Foteini P. Orfanou
2010 — conf
Modeling freeway travel speed across lanes: A vector autoregressive approach.
ITSC
Eleni I. Vlahogianni, Matthew G. Karlaftis, Pantelis Kopelias
2009 J jnl
Enhancing Predictions in Signalized Arterials with Information on Short-Term Traffic Flow Dynamics.
J. Intell. Transp. Syst.
Eleni I. Vlahogianni
2008 J jnl
Temporal Evolution of Short-Term Urban Traffic Flow: A Nonlinear Dynamics Approach.
Comput. Aided Civ. Infrastructure Eng.
Eleni I. Vlahogianni, Matthew G. Karlaftis, John C. Golias
2007 J jnl
Prediction of non-recurrent short-term traffic patterns using genetically optimized probabilistic neural networks.
Oper. Res.
Eleni I. Vlahogianni
2007 J jnl
Spatio-Temporal Short-Term Urban Traffic Volume Forecasting Using Genetically Optimized Modular Networks.
Comput. Aided Civ. Infrastructure Eng.
Eleni I. Vlahogianni, Matthew G. Karlaftis, John C. Golias
2006 — conf
Pattern-Based Short-Term Urban Traffic Predictor.
ITSC
Eleni I. Vlahogianni, Matthew G. Karlaftis, John C. Golias, Nikolaos Kourbelis