Eleni I. Vlahogianni

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John(Ioannis) GoliasProfessor, National Technical University of Athens, School of Civil EngineeringVerified email at central.ntua.gr
George YannisProfessor, National Technical University of AthensVerified email at central.ntua.gr
Konstantinos Kepaptsoglou, Ph.D.Professor, National Technical University of AthensVerified email at central.ntua.gr
Manos BarmpounakisUrban Transport Systems Laboratory (LUTS), EPFLVerified email at epfl.ch
Eleni MantoukaPhD, Senior Researcher, Transportation Engineer NTUAVerified email at central.ntua.gr
Matthew G. KarlaftisSchool of Civil Engineering, National Technical University of Athens, GreeceVerified email at mail.ntua.gr
Foteini OrfanouNational Technical University of AthensVerified email at central.ntua.gr
Dimitrios I. TselentisPostDoc Researcher, TU DelftVerified email at tudelft.nl
Panagiotis FafoutellisPhD Candidate, NTUAVerified email at mail.ntua.gr
Javier (Javi) Del SerTECNALIA, Universidad del País Vasco (UPV/EHU)Verified email at tecnalia.com
Ibai LañaTecnaliaVerified email at tecnalia.com
Christina Iliopoulou, M.Sc.,Ph.D.University of PatrasVerified email at upatras.gr
Panagiotis PapantoniouAssistant Professor, University of West AtticaVerified email at uniwa.gr
Maria G. OikonomouNational Technical University of AthensVerified email at mail.ntua.gr
Christina MiliotiUniversity of West AtticaVerified email at uniwa.gr
Evangelos MitsakisResearch Director, Centre for Research and Technology Hellas - Hellenic Institute of TransportVerified email at certh.gr
Dr. Javier Sanchez-MedinaULPGCVerified email at ulpgc.es
Apostolos ZiakopoulosResearch Associate, PhD, National Technical University of AthensVerified email at central.ntua.gr
Lambros MitropoulosAssistant Professor, National Technical University of AthensVerified email at mail.ntua.gr
Panagiotis G. TzourasResearcher, National Technical University of Athens | Adjunct Lecturer, University of West AtticaVerified email at mail.ntua.gr

Eleni I. Vlahogianni

School of Civil Engineering, National Technical University of Athens, Greece

Verified email at central.ntua.gr - Homepage

Civil Engineering Transportation Traffic Operations Intelligent Transportation Systems Forecasting


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Short-term traffic forecasting: Where we are and where we’re going EI Vlahogianni, MG Karlaftis, JC Golias Transportation Research Part C: Emerging Technologies 43, 3-19, 2014	1356	2014
Statistical methods versus neural networks in transportation research: Differences, similarities and some insights MG Karlaftis, EI Vlahogianni Transportation Research Part C: Emerging Technologies 19 (3), 387–399, 2011	1099	2011
Optimized and meta-optimized neural networks for short-term traffic flow prediction: A genetic approach EI Vlahogianni, MG Karlaftis, JC Golias Transportation Research Part C: Emerging Technologies 13 (3), 211-234, 2005	817	2005
Short‐term traffic forecasting: Overview of objectives and methods EI Vlahogianni, JC Golias, MG Karlaftis Transport reviews 24 (5), 533-557, 2004	752	2004
Road traffic forecasting: Recent advances and new challenges I Lana, J Del Ser, M Velez, EI Vlahogianni IEEE Intelligent Transportation Systems Magazine 10 (2), 93-109, 2018	417	2018
Unmanned Aerial Aircraft Systems for transportation engineering: Current practice and future challenges EN Barmpounakis, EI Vlahogianni, JC Golias International Journal of Transportation Science and Technology 5 (3), 111-122, 2016	303	2016
A real-time parking prediction system for smart cities EI Vlahogianni, K Kepaptsoglou, V Tsetsos, MG Karlaftis Journal of Intelligent Transportation Systems 20 (2), 192-204, 2016	283	2016
Overview of critical risk factors in Power-Two-Wheeler safety EI Vlahogianni, G Yannis, JC Golias Accident Analysis & Prevention 49, 12-22, 2012	212	2012
Innovative motor insurance schemes: A review of current practices and emerging challenges DI Tselentis, G Yannis, EI Vlahogianni Accident Analysis & Prevention 98, 139-148, 2017	183	2017
Spatio‐temporal short‐term urban traffic volume forecasting using genetically optimized modular networks EI Vlahogianni, MG Karlaftis, JC Golias Computer‐Aided Civil and Infrastructure Engineering 22 (5), 317-325, 2007	169	2007
Driving analytics using smartphones: Algorithms, comparisons and challenges EI Vlahogianni, EN Barmpounakis Transportation Research Part C: Emerging Technologies 79, 196-206, 2017	161	2017
Statistical methods for detecting nonlinearity and non-stationarity in univariate short-term time-series of traffic volume EI Vlahogianni, MG Karlaftis, JC Golias Transportation Research Part C: Emerging Technologies 14 (5), 351-367, 2006	158	2006
Memory properties and fractional integration in transportation time-series MG Karlaftis, EI Vlahogianni Transportation Research Part C: Emerging Technologies 17 (4), 444-453, 2009	125	2009
Innovative insurance schemes: pay as/how you drive DI Tselentis, G Yannis, EI Vlahogianni Transportation Research Procedia 14, 362-371, 2016	123	2016
Metaheuristics for the transit route network design problem: a review and comparative analysis C Iliopoulou, K Kepaptsoglou, E Vlahogianni Public Transport 11, 487-521, 2019	116	2019
Temporal evolution of short‐term urban traffic flow: a nonlinear dynamics approach EI Vlahogianni, MG Karlaftis, JC Golias Computer‐Aided Civil and Infrastructure Engineering 23 (7), 536-548, 2008	114	2008
Modeling duration of overtaking in two lane highways EI Vlahogianni Transportation research part F: traffic psychology and behaviour 20, 135-146, 2013	108	2013
Modeling the effects of weather and traffic on the risk of secondary incidents EI Vlahogianni, MG Karlaftis, FP Orfanou Journal of Intelligent Transportation Systems 16 (3), 109-117, 2012	101	2012
Fuzzy‐entropy neural network freeway incident duration modeling with single and competing uncertainties EI Vlahogianni, MG Karlaftis Computer‐Aided Civil and Infrastructure Engineering 28 (6), 420-433, 2013	96	2013
Identifying driving safety profiles from smartphone data using unsupervised learning EG Mantouka, EN Barmpounakis, EI Vlahogianni Safety Science 119, 84-90, 2019	88	2019

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