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DART

Data-driven AiRcraft Trajectory prediction research

Total Cost €

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EC-Contrib. €

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Partnership

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Project "DART" data sheet

The following table provides information about the project.

Coordinator
UNIVERSITY OF PIRAEUS RESEARCH CENTER 

Organization address
address: GR. LAMPRAKI 122
city: PIRAEUS
postcode: 185 32
website: http://www.ict-onefit.eu/

contact info
title: n.a.
name: n.a.
surname: n.a.
function: n.a.
email: n.a.
telephone: n.a.
fax: n.a.

 Coordinator Country Greece [EL]
 Project website http://dart-research.eu/
 Total cost 598˙523 €
 EC max contribution 598˙523 € (100%)
 Programme 1. H2020-EU.3.4.7.1 (Exploratory Research)
 Code Call H2020-SESAR-2015-1
 Funding Scheme SESAR-RIA
 Starting year 2016
 Duration (year-month-day) from 2016-06-20   to  2018-06-19

 Partnership

Take a look of project's partnership.

# participants  country  role  EC contrib. [€] 
1    UNIVERSITY OF PIRAEUS RESEARCH CENTER EL (PIRAEUS) coordinator 170˙000.00
2    BOEING RESEARCH & TECHNOLOGY EUROPE S.L.U. ES (MADRID) participant 162˙532.00
3    FRAUNHOFER GESELLSCHAFT ZUR FOERDERUNG DER ANGEWANDTEN FORSCHUNG E.V. DE (MUNCHEN) participant 145˙491.00
4    CENTRO DE REFERENCIA INVESTIGACION DESARROLLO E INNOVACION ATM, A.I.E. ES (Madrid) participant 120˙500.00

Map

 Project objective

'DART (Data-driven AiRcraft Trajectory prediction research) addresses the topic “ER-02-2015 - Data Science in ATM” exploring the applicability of data science and complexity science techniques to the ATM domain. DART will deliver understanding on the suitability of applying big data techniques for predicting multiple correlated aircraft trajectories based on data driven models and accounting for ATM network complexity effects. DART will blend computer science non-ATM specific expertise from University of Piraeus Research Center (UPRC, Greece) and Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V. (FRHF, Germany) and ATM state of the art and business needs knowledge from Centro de Referencia de Investigación, Desarrollo e Innovación (CRIDA, Spain) and Boeing Research and Technology Europe (BR&T-E, Spain) in a two years long effort. Data Science is being pervasively applied to many businesses today has even make room for provoking proposals like the now famous form Anderson, Chris: 'The end of theory: The Data Deluge Makes the Scientific Method Obsolete.' Wired magazine 16.7 (2008): 16-07. DART aims to avoid this hype and present to the ATM community an understanding on what can be achieved today in trajectory prediction using data-driven models. '

 Deliverables

List of deliverables.
Dissemination Report Documents, reports 2019-05-31 15:41:38
Project results final report Documents, reports 2019-05-31 15:41:47
Dissemination Plan Documents, reports 2019-05-31 15:35:05
Project website, wiki, social media channels Websites, patent fillings, videos etc. 2019-05-31 15:35:07

Take a look to the deliverables list in detail:  detailed list of DART deliverables.

 Publications

year authors and title journal last update
List of publications.
2018 H. Kravaris, C.Spatharis, K.Blekas, G.Vouros, J-M Cordero
Multiagent Reinforcement Learning Methods for Resolving Demand-Capacity Imbalances
published pages: , ISSN: , DOI:
DASC 2018 2019-06-13
2018 E. Casado, A. Muñoz
Data-driven Aircraft Trajectory Predictions using Ensemble Meta-Estimators
published pages: , ISSN: , DOI:
DASC 2018 2019-06-13
2017 Esther Calvo Fernández, José Manuel Cordero, George Vouros, Nikos Pelekis, Theocharis Kravaris, Harris Georgiou, Georg Fuchs, Natalya Andrienko, Gennady Andrienko, Enrique Casado, David Scarlatti, Pablo Costas,Samet Ayhan
DART: A Machine-Learning Approach to Trajectory Prediction and Demand-Capacity Balancing
published pages: , ISSN: , DOI:
SESAR Innovation Days 2017 2019-06-13
2017 G Andrienko, N Andrienko, W Chen, R Maciejewski, Y Zhao
Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions
published pages: , ISSN: 1524-9050, DOI:
IEEE Transactions on Intelligent Transportation Systems 2019-06-13
2017 J.M. Cordero García
Integration of meteorological information in trajectory prediction (DART Project)
published pages: , ISSN: , DOI:
1st “International Workshop on Meteorology and Air Traffic Management 2019-06-13
2017 Gennady Andrienko, Natalia Andrienko, Georg Fuchs, Jose Manuel Cordero Garcia
Clustering Trajectories by Relevant Parts for Air Traffic Analysis
published pages: , ISSN: 1077-2626, DOI:
IEEE Transactions on Visualization and Computer Graphics 2019-06-13
2017 T.Kravaris, G.Vouros, C.Spatharis, K.Blekas, G.Chalkiadakis, J--‐M.Cordero Garcia
Learning Policies for Resolving Demand--‐Capacity Imbalances during Pre--tactical Air Traffic Management
published pages: , ISSN: , DOI:
15th German Conference on Multiagent System Technologies 2019-06-13

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The information about "DART" are provided by the European Opendata Portal: CORDIS opendata.

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