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datACRON

Big Data Analytics for Time Critical Mobility Forecasting

Total Cost €

EC-Contrib. €

Partnership

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Outcomes and
results

datACRON project word cloud

Explore the words cloud of the datACRON project. It provides you a very rough idea of what is the project "datACRON" about.

concerning patterns relation collaborative groups analytics close multiple spread archived air voluminous abnormal industrial data streams entities time regulations trajectories domains maritime regarding datacron economy threat moving aforementioned industry heterogeneous surveillance life academia brings correlating detection fluctuating provision fleets sea safety events mobility efficiency traffic technological forecasting prediction innovation intentional manner introducing characterization validated expressing operations noisy visual geographical routes

Project "datACRON" 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://datacron-project.eu
Total cost	3˙993˙835 €
EC max contribution	3˙993˙835 € (100%)
Programme	1. H2020-EU.2.1.1. (INDUSTRIAL LEADERSHIP - Leadership in enabling and industrial technologies - Information and Communication Technologies (ICT))
Code Call	H2020-ICT-2015
Funding Scheme	RIA
Starting year	2016
Duration (year-month-day)	from 2016-01-01 to 2018-12-31

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	UNIVERSITY OF PIRAEUS RESEARCH CENTER 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.	EL (PIRAEUS)	coordinator	730˙625.00
2	FRAUNHOFER GESELLSCHAFT ZUR FOERDERUNG DER ANGEWANDTEN FORSCHUNG E.V. FRAUNHOFER GESELLSCHAFT ZUR FOERDERUNG DER ANGEWANDTEN FORSCHUNG E.V. Organization address address: HANSASTRASSE 27C city: MUNCHEN postcode: 80686 website: www.fraunhofer.de contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	DE (MUNCHEN)	participant	856˙691.00
3	NATO SCIENCE AND TECHNOLOGY ORGANISATION NATO SCIENCE AND TECHNOLOGY ORGANISATION Organization address address: BOULEVARD LEOPOLD III city: BRUXELLES postcode: 1110 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	BE (BRUXELLES)	participant	590˙937.00
4	IMIS GLOBAL LIMITED IMIS GLOBAL LIMITED Organization address address: BARNES WALLIS HOUSE, BARNES WALLIS ROAD EAST SEGENWORTH city: FAREHAM postcode: PO15 5TT website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (FAREHAM)	participant	489˙687.00
5	"NATIONAL CENTER FOR SCIENTIFIC RESEARCH ""DEMOKRITOS""" "NATIONAL CENTER FOR SCIENTIFIC RESEARCH ""DEMOKRITOS""" Organization address address: END OF PATRIARCHOU GRIGORIOU E AND 27 NEAPOLEOS STREET city: AGIA PARASKEVI postcode: 15341 website: www.demokritos.gr contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	EL (AGIA PARASKEVI)	participant	453˙125.00
6	BOEING RESEARCH & TECHNOLOGY EUROPE S.L.U. BOEING RESEARCH & TECHNOLOGY EUROPE S.L.U. Organization address address: AVENIDA SUR DEL AEROPUERTO DE BARAJAS 38 EDIF 4 PL 4 city: MADRID postcode: 28042 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (MADRID)	participant	321˙656.00
7	CENTRO DE REFERENCIA INVESTIGACION DESARROLLO E INNOVACION ATM, A.I.E. CENTRO DE REFERENCIA INVESTIGACION DESARROLLO E INNOVACION ATM, A.I.E. Organization address address: AVDA DE ARAGON 402 4 EDIFICIO ALLENDE city: Madrid postcode: 28022 website: www.crida.es contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	ES (Madrid)	participant	311˙957.00
8	ECOLE NAVALE ECOLE NAVALE Organization address address: BCRM BREST RUE DU POULMIC city: BREST postcode: 29240 website: n.a. contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (BREST)	participant	239˙155.00
9	ECOLE NAVALE GROUPEMENT INTERET PUBLIC ECOLE NAVALE GROUPEMENT INTERET PUBLIC Organization address address: BREST ARMEES city: BREST postcode: 29240 website: http://www.ecole-navale.fr/ contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	FR (BREST)	participant	0.00

Map

Project objective

datACRON is a research and innovation collaborative project introducing novel methods for threat and abnormal activity detection in very large fleets of moving entities spread across large geographical areas.Specifically, datACRON aims to develop novel methods for real-time detection and prediction of trajectories and important events related to moving entities, together with advanced visual analytics methods, over multiple heterogeneous, voluminous, fluctuating, and noisy data streams from moving entities, correlating them with archived data expressing, among others, entities’ characteristics, geographical information, mobility patterns, regulations and intentional data (e.g. planned routes), in a timely manner. Technological developments are validated and evaluated in user-defined challenges focusing on increasing the safety, efficiency and economy of operations concerning moving entities in the Air-Traffic Management and Maritime domains. The datACRON project brings together partners from academia and industry to develop the aforementioned novel methods, together with user and data-provision partners from the two domains, in close relation to user-interest groups, focusing on real-life, industrial and user-defined challenges concerning operations (e.g. surveillance, forecasting of trajectories, characterization, etc.) regarding moving entities in sea and air.

Deliverables

List of deliverables.
Project website, wiki, social media channels	Documents, reports	2019-10-10 17:17:31
Integrated prototype (interim)	Demonstrators, pilots, prototypes	2019-10-10 17:17:30
Aviation experiments specification	Documents, reports	2019-10-10 17:17:30
Project handbook	Documents, reports	2019-10-10 17:17:31
Maritime data preparation and curation (interim)	Documents, reports	2019-10-10 17:17:31
Aviation use case detailed definition	Documents, reports	2019-10-10 17:17:30
Maritime use case detailed definition	Documents, reports	2019-10-10 17:17:30
Ethics management plan	Documents, reports	2019-10-10 17:17:31
Requirements Analysis	Documents, reports	2019-10-10 17:17:31
Maritime experiments specification	Documents, reports	2019-10-10 17:17:31
Software Design (interim)	Documents, reports	2019-10-10 17:17:31
Dissemination Report (interim)	Documents, reports	2019-10-10 17:17:30
datACRON DMP (1st Version)	Documents, reports	2019-10-10 17:17:30
Aviation data preparation and curation (interim)	Documents, reports	2019-10-10 17:17:30
Architecture Specification	Documents, reports	2019-10-10 17:17:31
integrated prototype (final)	Demonstrators, pilots, prototypes	2019-10-10 17:17:30
Integrated prototype evaluation report	Documents, reports	2019-10-10 17:17:30
datACRON DMP (2nd Version)	Documents, reports	2019-10-10 17:17:30
Dissemination Report (final)	Documents, reports	2019-10-10 17:17:30
Maritime data preparation and curation (final)	Documents, reports	2019-10-10 17:17:30
datACRON DMP (final)	Open Research Data Pilot	2019-10-10 17:17:30
Software Design (final)	Documents, reports	2019-10-10 17:17:30
Aviation final validation report	Documents, reports	2019-10-10 17:17:30
Evaluating VA methods in several scenarios and workflows	Documents, reports	2019-10-10 17:17:30
Aviation data preparation and curation (final)	Documents, reports	2019-10-10 17:17:30
Training Report (final)	Documents, reports	2019-10-10 17:17:30
Maritime final validation report	Documents, reports	2019-10-10 17:17:30

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

Publications

List of publications.
year	authors and title	journal	last update
2017	Georgios M. Santipantakis; Vouros, George A.; Apostolos Glenis; Christos Doulkeridis; Akrivi Vlachou The datAcron Ontology for Semantic Trajectories published pages: , ISSN: , DOI: 10.5281/zenodo.570885	ESWC 2017 Poster & Demo Sessions - LNCS Vol. 10577 1	2019-10-10
2016	Gennady Andrienko, Natalia Andrienko, Georg Fuchs Understanding movement data quality published pages: 31-46, ISSN: 1748-9725, DOI: 10.1080/17489725.2016.1169322	Journal of Location Based Services 10/1	2019-10-10
2017	Gennady Andrienko, Natalia Andrienko, Wei Chen, Ross Maciejewski, Ye Zhao Visual Analytics of Mobility and Transportation: State of the Art and Further Research Directions published pages: 1-18, ISSN: 1524-9050, DOI: 10.1109/TITS.2017.2683539	IEEE Transactions on Intelligent Transportation Systems	2019-10-10
2016	Stylianos Sideridis, Nikos Pelekis, Yannis Theodoridis On querying and mining semantic-aware mobility timelines published pages: 29-44, ISSN: 2364-415X, DOI: 10.1007/s41060-016-0030-1	International Journal of Data Science and Analytics 2/1-2	2019-10-10
2017	Kostas Patroumpas, Elias Alevizos, Alexander Artikis, Marios Vodas, Nikos Pelekis, Yannis Theodoridis Online event recognition from moving vessel trajectories published pages: 389-427, ISSN: 1384-6175, DOI: 10.1007/s10707-016-0266-x	GeoInformatica 21/2	2019-10-10
2017	Natalia Andrienko, Gennady Andrienko, Elena Camossi, Christophe Claramunt, Jose Manuel Cordero Garcia, Georg Fuchs, Melita Hadzagic, Anne-Laure Jousselme, Cyril Ray, David Scarlatti, George Vouros Visual exploration of movement and event data with interactive time masks published pages: 25-39, ISSN: 2468-502X, DOI: 10.1016/j.visinf.2017.01.004	Visual Informatics 1/1	2019-10-10
2017	Nikos Pelekis, Panagiotis Tampakis, Marios Vodas, Christos Doulkeridis, Yannis Theodoridis On temporal-constrained sub-trajectory cluster analysis published pages: , ISSN: 1384-5810, DOI: 10.1007/s10618-017-0503-4	Data Mining and Knowledge Discovery	2019-10-10
2016	Nikos Pelekis, Stylianos Sideridis, Panagiotis Tampakis, Yannis Theodoridis Simulating Our LifeSteps by Example published pages: 1-39, ISSN: 2374-0353, DOI: 10.1145/2937753	ACM Transactions on Spatial Algorithms and Systems 2/3	2019-10-10
2019	A. Vlachou; C. Doulkeridis; A. Glenis; G. M. Santipantakis; G. A. Vouros Efficient Spatio-temporal RDF Query Processing in Large Dynamic Knowledge Bases published pages: , ISSN: , DOI:	SAC 2019	2019-10-10
2019	Alevizos, Elias; Artikis, Alexander A Prototype for Maritime Event Forecasting published pages: , ISSN: , DOI: 10.5281/zenodo.2273771	1	2019-10-10
2018	Qadah, Ehab; Mock, Michael; Alevizos, Elias; Fuchs, Georg A distributed online learning approach for pattern prediction over movement event streams with apache flink: Paper presented at EDBT/ICT 2018 Joint Conference, March 26, 2018, Vienna, Austria published pages: , ISSN: , DOI:	Fraunhofer IAIS 8	2019-10-10
2018	Elias Alevizos, Alexander Artikis, Georgios Paliouras Wayeb: a Tool for Complex Event Forecasting published pages: 26-15, ISSN: 2398-7340, DOI: 10.29007/2s9t	EPiC Series in Computing volume 57	2019-10-10
2019	Nikolaos Koutroumanis; Georgios Santipantakis; Apostolos Glenis; Christos Doulkeridis; George A. Vouros Integration of Mobility Data with Weather Information published pages: , ISSN: , DOI:		2019-10-10
2016	Jousselme, Anne-Laure; Camossi, Elena; Hadzagic, Melita; Ray, Cyril; Claramunt, Christophe; Reardon, Eric; Bryan, Karna; Ilteris, Michael A Fishing Monitoring Use Case in Support to Collaborative Research published pages: , ISSN: , DOI: 10.5281/zenodo.804845	4	2019-10-10
2018	Georgios Santipantakis; George Vouros; Christos Doulkeridis; Akrivi Vlachou; Gennady Andrienko; Natalia Andrienko; Jose Manuel Cordero; Miguel Garcia Martinez Specification of Semantic Trajectories and Data Transformations for Analytics: The datAcron Ontology published pages: , ISSN: , DOI: 10.5281/zenodo.853046	SEMANTICS 10	2019-10-10
2017	George Vouros Big Data heralds new era for time-critical mobility forecasting and situation awareness - Adding significant value to real-time tracking and forecasting mobility published pages: , ISSN: , DOI:		2019-10-10
2019	Nikolaos Koutroumanis, Georgios Santipantakis, Apostolos Glenis, Christos Doulkeridis and George Vouros Generating linked RDF data from heterogeneous streaming and archival data sources: Populating the datAcron ontology published pages: , ISSN: , DOI:		2019-10-10
2017	Andre Salvaro Furtado, Luis Otavio Campos Alvares, Nikos Pelekis, Yannis Theodoridis, Vania Bogorny Unveiling movement uncertainty for robust trajectory similarity analysis published pages: 140-168, ISSN: 1365-8816, DOI: 10.1080/13658816.2017.1372763	International Journal of Geographical Information Science 32/1	2019-10-10
2018	Qadah, Ehab Distributed online learning for large-scale pattern prediction over real-time event streams published pages: , ISSN: , DOI:	Fraunhofer IAIS 8	2019-10-10
2019	ClÃ©ment Iphar, Anne-Laure Jousselme, Cyril Ray Pseudo-synthetic datasets in support to maritime surveillance algorithms assessment published pages: , ISSN: , DOI:	VERITA Workshop	2019-10-10
2019	Zocholl, Maximilian; Camossi, Elena; Jousselme, Anne-Laure Test case development for big data solution evaluation published pages: , ISSN: , DOI: 10.5281/zenodo.2272866	3	2019-10-10
2018	Santipantakis, Georgios; Doulkeridis, Christos; Vouros, George A.; Vlachou, Akrivi MaskLink: Efficient Link Discovery for Spatial Relations via Masking Areas published pages: , ISSN: , DOI:	CoRR 7	2019-10-10
2019	Evangelos Michelioudakis; Alexander Artikis; Georgios Paliouras Semi-Supervised Online Structure Learning for Composite Event Recognition published pages: , ISSN: 0885-6125, DOI: 10.5281/zenodo.2541610	Machine Learning 1	2019-10-10
2018	Gennady Andrienko, Natalia Andrienko, Georg Fuchs, Jose Manuel Cordero Garcia Clustering Trajectories by Relevant Parts for Air Traffic Analysis published pages: 34-44, ISSN: 1077-2626, DOI: 10.1109/TVCG.2017.2744322	IEEE Transactions on Visualization and Computer Graphics 24/1	2019-10-10
2019	Kleynhans, Waldo Big data for Maritime Domain Awareness: An AIS case study published pages: , ISSN: , DOI: 10.5281/zenodo.2274078	6	2019-10-10
2018	Zocholl, Maximilian; Camossi, Elena; Jousselme, Anne-Laure; Ray, Cyril Ontology-based Design of Experiments on Big Data Solutions published pages: , ISSN: 1613-0073, DOI: 10.5281/zenodo.1441306	SEMANTICS 3	2019-10-10
2018	Georgios M. Santipantakis, Apostolos Glenis, Kostas Patroumpas, Akrivi Vlachou, Christos Doulkeridis, George A. Vouros, Nikos Pelekis, Yannis Theodoridis SPARTAN: Semantic integration of big spatio-temporal data from streaming and archival sources published pages: , ISSN: 0167-739X, DOI: 10.1016/j.future.2018.07.007	Future Generation Computer Systems	2019-10-10

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