Ioulia Markou
TitleCited byYear
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
122019
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
112016
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
8*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
82014
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
42017
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
22018
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
22017
Developing insight into effective SPSA parameters through sensitivity analysis
I Markou, C Antoniou
2015 International Conference on Models and Technologies for Intelligent …, 2015
22015
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, 2019
12019
A demonstration of distribution-based calibration
I Markou, V Papathanasopoulou, C Antoniou
2015 International Conference on Models and Technologies for Intelligent …, 2015
12015
Calibration of Traffic Simulation Models using SPSA
I Markou
The National University of Athens, 2014
12014
Detection, analysis and prediction of traffic anomalies due to special events
I Markou
Technical University of Denmark, 2019
2019
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
2019
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 MeetingTransportation Research Board, 2019
2019
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
2019
Event characteristics that disrupt transport system’s balance
I Markou, F Rodrigues, FC Pereira
International Conference on Intelligent Transport Systems in Theory and …, 2018
2018
Αξιολόγηση υφιστάμενης κατάστασης οδοστρώματος μέσω επίγειων σαρώσεων Laser
ΙΧ Μάρκου, IC Markou
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
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Articles 1–19