Pattern-Based Short-Term Urban Traffic Predictor. - Eleni I. Vlahogianni; Matthew G. Karlaftis; John C. Golias; Nikolaos Kourbelis (ITSC, 2006)

Spatio-Temporal Short-Term Urban Traffic Volume Forecasting Using Genetically Optimized Modular Networks. - Eleni I. Vlahogianni; Matthew G. Karlaftis; John C. Golias (Comput. Aided Civ. Infrastructure Eng., 2007)

Prediction of non-recurrent short-term traffic patterns using genetically optimized probabilistic neural networks. - Eleni I. Vlahogianni (Oper. Res., 2007)

Temporal Evolution of Short-Term Urban Traffic Flow: A Nonlinear Dynamics Approach. - Eleni I. Vlahogianni; Matthew G. Karlaftis; John C. Golias (Comput. Aided Civ. Infrastructure Eng., 2008)

Enhancing Predictions in Signalized Arterials with Information on Short-Term Traffic Flow Dynamics. - Eleni I. Vlahogianni (J. Intell. Transp. Syst., 2009)

Modeling freeway travel speed across lanes: A vector autoregressive approach. - Eleni I. Vlahogianni; Matthew G. Karlaftis; Pantelis Kopelias (ITSC, 2010)

Determinants of powered two-wheelers virtual lane width in urban arterials. - Vasileios A. Nikias; Eleni I. Vlahogianni; Tzu-Chang Lee; John C. Golias (ITSC, 2012)

Does Information on Weather Affect the Performance of Short-Term Traffic Forecasting Models? - Lykourgos Tsirigotis; Eleni I. Vlahogianni; Matthew G. Karlaftis (Int. J. Intell. Transp. Syst. Res., 2012)

Modeling the Effects of Weather and Traffic on the Risk of Secondary Incidents. - Eleni I. Vlahogianni; Matthew G. Karlaftis; Foteini P. Orfanou (J. Intell. Transp. Syst., 2012)

Fuzzy-Entropy Neural Network Freeway Incident Duration Modeling with Single and Competing Uncertainties. - Eleni I. Vlahogianni; Matthew G. Karlaftis (Comput. Aided Civ. Infrastructure Eng., 2013)

Modeling Microscopic Freeway Traffic Using Cusp Catastrophe Theory. - Alexandros E. Papacharalampous; Eleni I. Vlahogianni (IEEE Intell. Transp. Syst. Mag., 2014)

A Real-Time Parking Prediction System for Smart Cities. - Eleni I. Vlahogianni; Konstantinos L. Kepaptsoglou; Vassileios Tsetsos; Matthew G. Karlaftis (J. Intell. Transp. Syst., 2016)

Intelligent Transportation Systems and Powered Two Wheelers Traffic. - Emmanouil N. Barmpounakis; Eleni I. Vlahogianni; John C. Golias (IEEE Trans. Intell. Transp. Syst., 2016)

Evaluation of a cooperative speed advice service implemented along an urban arterial corridor. - Evangelos Mintsis; Eleni I. Vlahogianni; Evangelos Mitsakis; Seckin Ozkul (MT-ITS, 2017)

Perceived socio-economic impacts of cooperative Intelligent Transportation Systems: A case study of Greek urban road networks. - Maria Anna Toulouki; Eleni I. Vlahogianni; Konstantina Gkritza (MT-ITS, 2017)

The Bus Bunching Problem: Empirical Findings from Spatial Analytics. - Christina A. Iliopoulou; Christina P. Milioti; Eleni I. Vlahogianni; Konstantinos L. Kepaptsoglou; Javier J. Sánchez Medina (ITSC, 2018)

Road Traffic Forecasting: Recent Advances and New Challenges. - Ibai Lana; Javier Del Ser; Manuel Vélez; Eleni I. Vlahogianni (IEEE Intell. Transp. Syst. Mag., 2018)

Identifying Predictable Patterns in the Unconventional Overtaking Decisions of PTW for Cooperative ITS. - Emmanouil N. Barmpounakis; Eleni I. Vlahogianni; John C. Golias (IEEE Trans. Intell. Veh., 2018)

Road Traffic Forecasting using Stacking Ensembles of Echo State Networks. - Javier Del Ser; Ibai Laña; Miren Nekane Bilbao; Eleni I. Vlahogianni (ITSC, 2019)

Smart Parking Assistance Services and User Acceptance: A European Model. - Eleni G. Mantouka; Foteini P. Orfanou; Martin Margreiter; Eleni I. Vlahogianni; Javier J. Sánchez Medina (VEHITS, 2019)

Gamification in mobile applications: The case of airports. - Eleni G. Mantouka; Emmanouil N. Barmpounakis; Christina P. Milioti; Eleni I. Vlahogianni (J. Intell. Transp. Syst., 2019)

Metaheuristics for the transit route network design problem: a review and comparative analysis. - Christina A. Iliopoulou; Konstantinos L. Kepaptsoglou; Eleni I. Vlahogianni (Public Transp., 2019)

Convolutional Neural Networks for On-Street Parking Space Detection in Urban Networks. - Konstantinos Gkolias; Eleni I. Vlahogianni (IEEE Trans. Intell. Transp. Syst., 2019)

Introduction to the Special Issue on Online Learning for Big-Data Driven Transportation and Mobility. - Javier Del Ser; Javier J. Sánchez Medina; Eleni I. Vlahogianni (IEEE Trans. Intell. Transp. Syst., 2019)

Dilated LSTM Networks for Short-Term Traffic Forecasting using Network-Wide Vehicle Trajectory Data. - Panagiotis Fafoutellis; Eleni I. Vlahogianni; Javier Del Ser (ITSC, 2020)

Understanding the factors that affect the bus bunching events' duration. - Christina A. Iliopoulou; Eleni I. Vlahogianni; Konstantinos L. Kepaptsoglou (ITSC, 2020)

Impacts of Autonomous Shuttle Services on Traffic, Safety and Environment for Future Mobility Scenarios. - Maria G. Oikonomou; Foteini P. Orfanou; Eleni I. Vlahogianni; George Yannis (ITSC, 2020)

Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment. - Javier Del Ser; Ibai Laña; Eric L. Manibardo; Izaskun Oregi; Eneko Osaba; Jesus L. Lobo; Miren Nekane Bilbao; Eleni I. Vlahogianni (ITSC, 2020)

Data-Driven Optimization for Transportation Logistics and Smart Mobility Applications [Guest Editorial]. - Eneko Osaba; Javier J. Sánchez Medina; Eleni I. Vlahogianni; Xin-She Yang 001; Antonio D. Masegosa; Joshué Pérez Rastelli; Javier Del Ser (IEEE Intell. Transp. Syst. Mag., 2020)

Identifying spatio-temporal patterns of bus bunching in urban networks. - Christina A. Iliopoulou; Christina P. Milioti; Eleni I. Vlahogianni; Konstantinos L. Kepaptsoglou (J. Intell. Transp. Syst., 2020)

Estimating the Necessary Amount of Driving Data for Assessing Driving Behavior. - Anna-Maria Stavrakaki; Dimitrios I. Tselentis; Emmanouil N. Barmpounakis; Eleni I. Vlahogianni; George Yannis (Sensors, 2020)

Powered Two-Wheeler Detection Using Crowdsourced Smartphone Data. - Emmanouil N. Barmpounakis; Eleni I. Vlahogianni (IEEE Trans. Intell. Veh., 2020)

Towards Data Driven Traffic Modelling: Safe Driving Based on Reinforcement Learning. - Vasilis Kyriazopoulos; Foteini P. Orfanou; Eleni I. Vlahogianni; George Yannis (ITSC, 2021)

Total Cost of Ownership for Automated and Electric Drive Vehicles. - Lambros Mitropoulos; Konstantinos Kouretas; Konstantinos L. Kepaptsoglou; Eleni I. Vlahogianni (VEHITS, 2021)

From Data to Actions in Intelligent Transportation Systems: A Prescription of Functional Requirements for Model Actionability. - Ibai Laña; Javier J. Sánchez Medina; Eleni I. Vlahogianni; Javier Del Ser (Sensors, 2021)

Guest Editorial Special Issue on Big Data and AI for Computational Transportation in the Cyber-Physical-Social Space. - Weifeng Lv; Yisheng Lv; Andreas A. Malikopoulos; Eleni I. Vlahogianni; Fei-Yue Wang 001 (IEEE Trans. Intell. Transp. Syst., 2021)

Developing a Total Cost of Ownership Model for Semi-Automated, Automated and Electric Vehicles. - Lambros Mitropoulos; Konstantinos Kouretas; Konstantinos L. Kepaptsoglou; Eleni I. Vlahogianni (SN Comput. Sci., 2022)

A Causal Deep Learning Framework for Traffic Forecasting. - Panagiotis Fafoutellis; Ibai Laña; Javier Del Ser; Eleni I. Vlahogianni (ITSC, 2023)

Integrated Signal and Bus Lane Control: An Intersection-Level Approach. - Emmanouil Kampitakis; Konstantinos Katzilieris; Eleni I. Vlahogianni (ITSC, 2023)

AI Assisted Dynamic Bus Lane Control in Connected Urban Environments: The Case of Intermittent Dynamic Bus Lanes. - Konstantinos Katzilieris; Emmanouil Kampitakis; Eleni I. Vlahogianni (ITSC, 2023)

Investigating the Importance of Connected Cooperative and Automated Mobility Towards Mitigating the Impacts of Extreme Weather Events. - Charis Chalkiadakis; Maria Kanavou; Eleni I. Vlahogianni (MT-ITS, 2023)

A Deep Learning Framework For Modeling Pedestrian - Vehicle Interactions In Shared Space. - Panagiotis Fafoutellis; Emmanouil Ph. Kampitakis; Eleni I. Vlahogianni (MT-ITS, 2023)

Dynamic Lane Reversal: A reinforcement learning approach. - Konstantinos Katzilieris; Emmanouil Kampitakis; Eleni I. Vlahogianni (MT-ITS, 2023)

Effects of Driving Behavior on Fuel Consumption with Explainable Gradient Boosting Decision Trees. - Christos Konstantinou; Panagiotis Fafoutellis; Eleni G. Mantouka; Charis Chalkiadakis; Petros Fortsakis; Eleni I. Vlahogianni (MT-ITS, 2023)

A two-phase metaheuristic approach for the parcel locker location problem: First select then merge. - Erick Rodríguez-Esparza; Emmanouil Kampitakis; Antonio D. Masegosa; Enrique Onieva; Eleni I. Vlahogianni (MT-ITS, 2023)

A Survey on Market-Inspired Intersection Control Methods for Connected Vehicles. - Christina A. Iliopoulou; Konstantinos L. Kepaptsoglou; Eleni I. Vlahogianni (IEEE Intell. Transp. Syst. Mag., 2023)

On the Connection Between Neural Activations and Uncertainty in Object Detection Transformers Using Topological Data Analysis. - Javier Del Ser; Aitor Martínez-Seras; Ibai Laña; Miren Nekane Bilbao; Panagiotis Fafoutellis; Eleni I. Vlahogianni (ITSC, 2024)

Laboratory of Traffic Engineering [Its Research Lab]. - Yisheng Lv; George Yannis; Eleni I. Vlahogianni (IEEE Intell. Transp. Syst. Mag., 2024)

Advisory versus automated dynamic eco-driving at signalized intersections: lessons learnt from empirical evidence and simulation experiments. - Evangelos Mintsis; Eleni I. Vlahogianni; Evangelos Mitsakis; Georgia Aifadopoulou (J. Intell. Transp. Syst., 2024)

Data re-uploading in Quantum Machine Learning for time series: application to traffic forecasting. - Nikolaos Schetakis; Paolo Bonfini; Negin Alisoltani; Konstantinos Blazakis; Symeon Tsintzos; Alexis Askitopoulos; Davit Aghamalyan; Panagiotis Fafoutellis; Eleni I. Vlahogianni (CoRR, 2025)