Items Under Ετικέτα: μηχανική εκμάθηση

cp473 “Smartphone applications for driver safety behaviour support”, for the Innovation in Road Safety Research Workshop, May 2021.    
cp471 “Driver-vehicle-environment interactions and safety tolerance”, for the Innovation in Road Safety Research Workshop, May 2021.    
cp458 “Conducting spatial predictions of driver behavior using multi-parametric data”, for the PIONEERing Solutions for the Smart City Challenge, April 2021.    
pc394 Al Haddad C., Yang K., Yannis G., Antoniou C., “Exploring driving behavior as a latent variable in safety modeling. A preliminary analysis from a driving simulator study.”, Proceedings of the 9th Symposium of the European Association for Research in Transportation (hEART), (3-4 February 2021).      
pj195 Tselentis D., Vlachogianni E., Yannis G., “Investigating the Temporal Evolution of Driving Safety Efficiency Using Data Collected from Smartphone Sensors”, in press.
cp451 “Impact of COVID-19 on driver behaviour in Greece and selected countries”, at the RSGB Joining the Dots Virtual Conference (March 2021).    
pj192 Katrakazas C., Michelaraki E., Sekadakis M., Ziakopoulos A., Kontaxi A., Yannis G., “Identifying the impact of the COVID-19 pandemic on driving behavior using naturalistic driving data and time series forecasting”, Journal of Safety Research, May 2021.   doi   doi
cp450 “Using AI for spatial predictions of driver behavior”, at the ITF Roundtable on Artificial Intelligence in Road Traffic Crash Prevention (February 2021).    
pc374 Nikolaou D., Goldenbeld C., Ziakopoulos A., Laiou A., Yannis G., “Road user safety attitudes towards driver fatigue”, Proceedings of the 8th Transport Research Arena TRA 2020 Conference (Helsinki, Finland, 27-30 April 2020). Conference Cancelled.          
pc368 Ziakopoulos A., Kontaxi A., Yannis G., Fortsakis P., Kontonasios K.-N., Kostoulas G., “Advanced driver monitoring using smartphone applications: The BeSmart project”, Proceedings of the 8th Transport Research Arena TRA 2020 Conference (Helsinki, Finland, 27-30 April 2020). Conference Cancelled.          
pj171 Ziakopoulos A., Yannis G., “Meta-regressions of exposure parameters used in spatial road safety analyses”. Advances in Transportation Studies, Vol. 51, July 2020, pp. 5-14.
pc342 Papantoniou P., Yannis G., Antoniou C., Pavlou D., “Can structural equation models assess overall driving performance in driving simulator experiments?”, Proceedings of the RSS – Road Safety and Simulation 2019 International Conference, organised by the Iowa University (Iowa, USA, 14-17 October 2019).          
rn92 “i-Dreams: Υπολογισμός εύρους ανοχής ασφάλειας και παρεμβάσεις για την αλληλεπιδράση οδηγού-οχήματος-περιβάλλοντος υπό δύσκολες συνθήκες” του προγράμματος-πλαισίου έρευνας στις μεταφορές Horizons 2020 της Ευρωπαϊκής Επιτροπής (2019-).
rn90 PostDoc research “High resolution spatio-temporal analysis of road safety and traffic behaviour” funded by The Greek State Scholarships Foundation (IKY) (2018-2020)
cp354 “Driver-vehicle-environment interactions and safety tolerance” at the NTUA – Digitalisation and Road Safety Research Workshop, organised by NTUA within the framework of the Fifth UN Global Road Safety Week (Athens, Greece, 17 May 2019)    
cp353 “Smartphone applications for driver safety behaviour support” at the NTUA – Digitalisation and Road Safety Research Workshop, organised by NTUA within the framework of the Fifth UN Global Road Safety Week (Athens, Greece, 17 May 2019)    
cp352 “Data science techniques for benchmarking driving efficiency” at the NTUA – Digitalisation and Road Safety Research Workshop, organised by NTUA within the framework of the Fifth UN Global Road Safety Week (Athens, Greece, 17 May 2019)    
cp351 “Smartphone exploitation for event spatial analysis & mapping” at the NTUA – Digitalisation and Road Safety Research Workshop, organised by NTUA within the framework of the Fifth UN Global Road Safety Week (Athens, Greece, 17 May 2019)    
cp342 “Progress in MAIS3+ Serious Injuries – Data Collection” at the International Road Safety Conference, organised by The Romanian Presidency of the Council of the European Union, the Ministry of Transport of Romania and the European Transport Safety Council (ETSC), (Bucharest, 20-21 March 2019)    
pc334 Tselentis D., Vlahogianni E., Yannis G., Kavouras L., “Hybrid Data Envelopment Analysis for Large-Scale Smartphone Data Modeling“, Proceedings of the 15th World Conference on Transport Research (WCTR), Mumbai, India, 26-31 May 2019.          
pc327 Katrakazas C., Antoniou C., Yannis G., “Time series classification using imbalanced learning for real-time safety assessment“, Proceedings of the Transportation Research Board (TRB) 98th Annual Meeting, Washington, D.C., 13-17 January 2019.          
pc326 Tselentis D., Vlahogianni E., Yannis G., “Investigating the Temporal Evolution of Driving Safety Efficiency Using Data Collected from Smartphone Sensors“, Proceedings of the Transportation Research Board (TRB) 98th Annual Meeting, Washington, D.C., 13-17 January 2019.          
pc325 Stavrakaki A.M., Tselentis D., Barmpounakis E., Vlahogianni E., Yannis G., “How much driving data do we need to assess driver behavior?“, Proceedings of the Transportation Research Board (TRB) 98th Annual Meeting, Washington, D.C., 13-17 January 2019.          
pc319 Tselentis D., Vlahogianni E., Yannis G., Koziris N., “Quantifying the Need for Driving Data Collection in Driving Behaviour Assessment Using Smartphone Data”, Proceedings of the 7th Panhellenic Road Safety Conference, Larissa, Greece, 11-12 October 2018.          
rn84 “BeSmart – Σύστημα υποστήριξης της συμπεριφοράς και ασφάλειας των οδηγών όλων των μέσων με χρήση κινητού τηλεφώνου” στο πλαίσιο του προγράμματος έρευνας ΕΡΕΥΝΩ-ΔΗΜΙΟΥΡΓΩ-ΚΑΙΝΟΤΟΜΩ της Γενικής Γραμματείας Έρευνας και Τεχνολογίας (2018-)
pc307 Theofilatos A., Yannis G., “Exploring Crash Injury Severity on Urban Motorways by Applying Finite Mixture Models”, Proceedings of the International Scientific Conference on Mobility and Transport Urban Mobility – Shaping the Future Together, Munich, 13-14 June 2018.          
pc302 Theofilatos A., Ziakopoulos A., Yannis G., “Combining data mining techniques to investigate crash severity in urban motorways”, Proceedings of the 8th International Expert Symposium on Accident Research (ESAR), Hannover, 19-20 April 2018.      
pc289 Papadimitriou E., Tselentis D., Yannis G., “Analysis of Driving Behaviour Characteristics Based on Smartphone Data”, Proceedings of the 7th Transport Research Arena TRA 2018 Conference, Vienna, Austria, 16-19 April 2018.          
pc285 Tselentis D., Vlahogianni E., Yannis G., “Comparative Evaluation of Driving Efficiency Using Smartphone Data”, Proceedings of the Transportation Research Board (TRB) 97th Annual Meeting, Washington, D.C., 7-11 January 2018          
pj128 Theofilatos A., Yannis G., Antoniou C., Chaziris A., Serbis D., “Time series and support vector machines to predict powered-two-wheeler accident risk and accident type propensity: A combined approach”, Transportation Safety and Security, 2017, pp. 1-20.   doi   doi
pc261 Yannis G., Barmpounakis E., Vlahogianni E., Golias J., “Naturalistic Aerial Approaches for Monitoring Powered Two Wheelers”, Proceedings of the 6th International Naturalistic Driving Research Symposium (NDRS),The Hague, 8-9 June 2017.          
pc255 Theofilatos A., Yannis G., Vlahogianni E., Golias J., “Stochastic cusp catastrophe models with traffic and weather data for crash severity analysis on urban arterials”, Proceedings of the 96rd Annual meeting of the Transportation Research Board, Washington, January 2017.          
pc238 Yannis G., Tselentis D., Papadimitriou E., Mavromatis S., “Star rating driver traffic and safety behavior through obd and smartphone data collection”, Proceedings of the International Conference on Artificial Intelligence and Intelligent Transport Systems, Technical University of Brest, Brest, Belarus, May 2016.          
pc220 Papathanasopoulou V., Markou I., Antoniou C., Gikas V., Mpimis A., Perakis H., Yannis G., “Efficient management of parking under constraints”, Proceedings of the 7th International Congress on Transport Research in Greece, Hellenic Institute of Transportation Engineers, Hellenic Institute of Transport, Athens, November 2015.          
pj86 Antoniou C., Papadimitriou E., Yannis G., “Road safety forecasts in five European countries using structural time-series models”, Traffic Injury Prevention, Vol. 15, Issue 6, 2014, pp. 598-605.   doi   doi