MATHMODE: Applied Mathematical Modeling, Statistics, and Optimization
National Technical University of Athens
Atenas, GreciaPublikationen in Zusammenarbeit mit Forschern von National Technical University of Athens (7)
2021
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From data to actions in intelligent transportation systems: A prescription of functional requirements for model actionability
Sensors (Switzerland), Vol. 21, Núm. 4, pp. 1-34
2020
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Data-Driven Optimization for Transportation Logistics and Smart Mobility Applications [Guest Editorial]
IEEE Intelligent Transportation Systems Magazine
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Deep Echo State Networks for Short-Term Traffic Forecasting: Performance Comparison and Statistical Assessment
2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020
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Dilated LSTM Networks for Short-Term Traffic Forecasting using Network-Wide Vehicle Trajectory Data
2020 IEEE 23rd International Conference on Intelligent Transportation Systems, ITSC 2020
2019
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Introduction to the Special Issue on Online Learning for Big-Data Driven Transportation and Mobility
IEEE Transactions on Intelligent Transportation Systems, Vol. 20, Núm. 12, pp. 4621-4623
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Road Traffic Forecasting using Stacking Ensembles of Echo State Networks
2019 IEEE Intelligent Transportation Systems Conference, ITSC 2019
2018
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Road Traffic Forecasting: Recent Advances and New Challenges
IEEE Intelligent Transportation Systems Magazine, Vol. 10, Núm. 2, pp. 93-109