Combining time-series and textual data for taxi demand prediction in event areas: A deep learning approach F Rodrigues, I Markou, FC Pereira Information Fusion 49, 120-129, 2019 | 197 | 2019 |
Online calibration for microscopic traffic simulation and dynamic multi-step prediction of traffic speed V Papathanasopoulou, I Markou, C Antoniou Transportation research part C: emerging technologies 68, 144-159, 2016 | 45 | 2016 |
Predicting taxi demand hotspots using automated internet search queries I Markou, K Kaiser, FC Pereira Transportation Research Part C: Emerging Technologies 102, 73-86, 2019 | 33 | 2019 |
Real-Time Taxi Demand Prediction using data from the web I Markou, F Rodrigues, FC Pereira 2018 21st International Conference on Intelligent Transportation Systems …, 2018 | 23 | 2018 |
Dynamic car–following model calibration using spsa and isres algorithms I Markou, V Papathanasopoulou, C Antoniou Periodica Polytechnica Transportation Engineering 47 (2), 146-156, 2019 | 19 | 2019 |
Use of taxi-trip data in analysis of demand patterns for detection and explanation of anomalies I Markou, F Rodrigues, FC Pereira Transportation Research Record 2643 (1), 129-138, 2017 | 14 | 2017 |
Localization And Driving Behavior Classification Using Smartphone Sensors In The Direct Absence Of GNSS C Antoniou, V Gikas, V Papathanasopoulou, C Danezis, ... Transportation Research Board 94th Annual Meeting, 2015 | 13* | 2015 |
Towards distribution-based calibration for traffic simulation C Antoniou, V Gikas, V Papathanasopoulou, T Mpimis, I Markou, ... 17th International IEEE Conference on Intelligent Transportation Systems …, 2014 | 11 | 2014 |
Is travel demand actually deep? An application in event areas using semantic information I Markou, F Rodrigues, FC Pereira IEEE Transactions on Intelligent Transportation Systems 21 (2), 641-652, 2019 | 8 | 2019 |
Demand Pattern Analysis of Taxi Trip Data for Anomalies Detection and Explanation I Markou, F Rodrigues, FC Pereira Transportation Research Board 96th Annual MeetingTransportation Research Board, 2017 | 4 | 2017 |
Developing insight into effective SPSA parameters through sensitivity analysis I Markou, C Antoniou 2015 International Conference on Models and Technologies for Intelligent …, 2015 | 4 | 2015 |
Multi-step ahead prediction of taxi demand using time-series and textual data I Markou, F Rodrigues, FC Pereira Transportation Research Procedia 41, 540-544, 2019 | 3 | 2019 |
A demonstration of distribution-based calibration I Markou, V Papathanasopoulou, C Antoniou 2015 International Conference on Models and Technologies for Intelligent …, 2015 | 2 | 2015 |
Detection, analysis and prediction of traffic anomalies due to special events I Markou | | 2020 |
A Two-Stage Model for Real-time Taxi Demand Prediction Using Data from the Web I Markou, FC Pereira, F Rodrigues Transportation Research Board 98th Annual Meeting, 19-04063, 2019 | | 2019 |
Event characteristics that disrupt transport system’s balance I Markou, F Rodrigues, FC Pereira International Conference on Intelligent Transport Systems in Theory and …, 2017 | | 2017 |
Calibration of Traffic Simulation Models using SPSA I Markou The National University of Athens, 2014 | | 2014 |
Αξιολόγηση υφιστάμενης κατάστασης οδοστρώματος μέσω επίγειων σαρώσεων Laser ΙΧ Μάρκου | | 2012 |
[R_Clavijo_SanPrudencio] Intensive Program ERASMUS: TOPCART. Geometric Documentation of the Heritage (report of activities 2010-2011) C Acevedo Pardo, M Farjas Abadía, A Georgopoulos, R Obuchovski, ... Laboratorio de Documentación Geométrica del Patrimonio (LDGP), 2011 | | 2011 |
REAL-TIME TAXI DEMAND PREDICTION USING TRANSFER LEARNING I Markou, F Rodrigues, FC Pereira | | |