Skip to main content
Go to the home page of the European Commission (opens in new window)
English English
CORDIS - EU research results
CORDIS

New data spaces for green mobility

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

Mobility-aware Decentralized Analytics v1 (opens in new window)

Delivers the software implementations of (i) mobility aware learning at the edge, (ii) FL of spatiotemporal data, (iii) XAI techniques for trustworthiness, fairness and explainability of created models, (iv) visual analytics, and (v) authorization and access control framework.

MobiSpaces Data Governance Platform v1 (opens in new window)

Provides the MobiSpaces Data Governance Platform.

Integrated Data Governance Operations v1 (opens in new window)

Delivers the software implementations of (i) decentralized data acquisition/in-situ processing, (ii) data sharing and interoperability, (iii) secure data handling, (iv) human/FAIR data actions, and (v) privacy profiling.

AI-based Data Operations v1 (opens in new window)

Delivers the software implementations of (i) mobility-aware AI and pattern analysis algorithms, (ii) adaptive resource allocation and configuration, (iii) efficient and user-friendly declarative analytics, (iv) AI-enhanced aggregation algorithms, (v) decentralized data management system, and (vi) protection of data flows.

Edge Analytics Suite v1 (opens in new window)

Provides the Edge Analytics Suite.

AI-based Data Operations Toolbox v1 (opens in new window)

Delivers the AI-based Data Operations Toolbox.

Use Cases Co-Creation & Design v2 (opens in new window)

Delivers the co-creation activities and design for the different use case scenarios.

MobiSpaces Use Cases with Impact Roadmaps v1 (opens in new window)

Delivers a report for facilitating alignment and contributions in EU Synergies and open standards.

Dissemination & Communication Plan & Activities v2 (opens in new window)

Delivers a plan and a report for the communication/dissemination activities.

Dissemination & Communication Plan & Activities v1 (opens in new window)

Delivers a plan and a report for the communication/dissemination activities.

Green & Environmental Dimensioning Workbench v1 (opens in new window)

Includes the guidelines and the Green & Environmental Dimensioning Workbench design and principles.

Conceptual Model & Reference Architecture v2 (opens in new window)

Provides key components of MobiSpaces and interactions among them.

Conceptual Model & Reference Architecture v1 (opens in new window)

Provides key components of MobiSpaces and interactions among them.

Use Cases Co-Creation & Design v1 (opens in new window)

Delivers the co-creation activities and design for the different use case scenarios.

Publications

Climate Resilient Society

Author(s): Anita Graser, Christos Doulkeridis, George S. Theodoropoulos
Published in: 2023
Publisher: ercim-news.ercim.eu

Deep Learning From Trajectory Data: a Review of Deep Neural Networks and the Trajectory Data Representations to Train Them

Author(s): Anita Graser, Anahid Jalali, Jasmin Lampert, Axel Weißenfeld, Krzysztof Janowicz
Published in: 2023

Enhancing Explainability in Mobility Data Science through a combination of methods (opens in new window)

Author(s): Georgios Makridis, Vasileios Koukos, Georgios Fatouros, Dimosthenis Kyriazis
Published in: 2023
Publisher: arXiv e-prints
DOI: 10.48550/arXiv.2312.00380

MobiSpaces: An Architecture for Energy-Efficient Data Spaces for Mobility Data (opens in new window)

Author(s): Doulkeridis, Christos; Santipantakis, Georgios ; Koutroumanis, Nikolaos ; Makridis, George ; Koukos, Vasilis ; Theodoropoulos, George S. ; Theodoridis, Yannis ; Kyriazis, Dimosthenis ; Kranas, Pavlos ; Burgos, Diego ; Jimenez-Peris, Ricardo ; Duarte, Mari
Published in: IEEE EXPLORE, 2023
Publisher: IEEE
DOI: 10.1109/BigData59044.2023.10386539

TrajParquet: A Trajectory-Oriented Column File Format for Mobility Data Lakes (opens in new window)

Author(s): Nikolaos Koutroumanis, Christos Doulkeridis, Chiara Renso, Mirco Nanni, Raffaele Perego
Published in: 2023
DOI: 10.1145/3589132.3625623

XAI for Time-Series Classification Leveraging Image Highlight Methods (opens in new window)

Author(s): Georgios Makridis, Georgios Fatouros, Vasileios Koukos, Dimitrios Kotios, Dimosthenis Kyriazis & John Soldatos
Published in: 2024
DOI: 10.1007/978-3-031-51643-6_28

Towards eXplainable AI for Mobility Data Science (opens in new window)

Author(s): Anahid Jalali, Anita Graser, Clemens Heistracher
Published in: 2023
DOI: 10.48550/arXiv.2307.08461

Outlier Detection and Cleaning in Trajectories: A Benchmark of Existing Tools

Author(s): Mariana M G Duarte, Mahmoud Sakr
Published in: 2023, ISSN 1613-0073
Publisher: EDBT/ICDT 2023

VesselVision: Fleet Safety Awareness over Streaming Vessel Trajectories (opens in new window)

Author(s): Andreas Tritsarolis, Nikos Pelekis, Yannis Theodoridis
Published in: 2023
DOI: 10.1145/3589132.3625565

Privacy-preserving Data Federation for Trainable, Queryable and Actionable Data (opens in new window)

Author(s): Theodora Anastasiou; Sophia Karagiorgou; Petros Petrou; Dimitrios Alexandrou; Thanassis Bouras
Published in: 2023
DOI: 10.1109/ICDEW58674.2023.00012

ACM Transactions on Knowledge Discovery from Data (opens in new window)

Author(s): Yannis Poulakis, Christos Doulkeridis, Dimosthenis Kyriazis
Published in: ACM Transactions on Knowledge Discovery from Data, 2024, ISSN 1556-4681
Publisher: Special Interest Group on Computer Graphics, Association for Computing Machinery
DOI: 10.1145/3643564

CIDaTa: an ontology-based framework for international data transfers and GDPR compliance (opens in new window)

Author(s): Mohammad Mahmudul Hasan, Marcelo Corrales, George Kousiouris, Dimosthenis Anagnostopoulos
Published in: International Journal of Metadata, Semantics and Ontologies, 2023, ISSN 1744-263X
Publisher: International Journal of Metadata, Semantics and Ontologies
DOI: 10.1504/IJMSO.2023.10060489

MobilityDL: A Review of Deep Learning From Trajectory Data (opens in new window)

Author(s): Anita Graser, Anahid Jalali, Jasmin Lampert, Axel Weißenfeld, Krzysztof Janowicz
Published in: Geoinformatica, 2024, ISSN 2331-8422
Publisher: arXivLabs
DOI: 10.48550/arXiv.2402.00732

Searching for OpenAIRE data...

There was an error trying to search data from OpenAIRE

No results available

My booklet 0 0