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CORDIS - EU research results
CORDIS

Spatio-TEmporal Linked data tools for the AgRi-food data space

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

Project management guide (opens in new window)

Defines the project monitoring processes, conflict, risk management, deliverable review procedures, etc., to be used for a smooth project implementation.

Dissemination, communication and exploitation plan and reports (v3) (opens in new window)

The main reference for communication activities, with guidelines for partners to disseminate and exploit results. Also includes an action plan on the planned synergies with complementary initiatives.

Use cases, requirements and architecture (v1) (opens in new window)

A report presenting the analysis of the use cases, requirements and KPIs, and the design of the STELAR architecture; output of T1.1 and T1.2.

Dissemination, communication and exploitation plan and reports (v2) (opens in new window)

The main reference for communication activities, with guidelines for partners to disseminate and exploit results. Also includes an action plan on the planned synergies with complementary initiatives.

Dissemination, communication and exploitation plan and reports (v1) (opens in new window)

The main reference for communication activities, with guidelines for partners to disseminate and exploit results. Also includes an action plan on the planned synergies with complementary initiatives.

Sustainability & IPR management strategy (v2) (opens in new window)

Reports identifying clear and timely measures towards capitalizing on and ensuring sustainability of STELAR results.

Piloting scenarios and evaluation plan (v1) (opens in new window)

Report documenting the plan for the development of the demonstrators and the methodology and materials for the pilot trials, revised and updated before each piloting round; output of T5.1.

Sustainability & IPR management strategy (v1) (opens in new window)

Reports identifying clear and timely measures towards capitalizing on and ensuring sustainability of STELAR results.

The STELAR KLMS (v1) (opens in new window)

Software comprising the integrated KLMS, including the core platform and the data management tools; output of T1.5.

Spatio-temporal data alignment and correlations (v1) (opens in new window)

Software tools for aligning and fusing spatio-temporal data and for discovering complex correlations; output of T3.3 and T3.4.

Spatial, temporal and textual data annotation (v1) (opens in new window)

Software tools for automating the annotation and labeling of geospatial data, time series and text; output of T4.1 and T4.2.

Data profiling and summarization (v1) (opens in new window)

Software tools for data profiling, cleaning, and summarization; output of T2.1 and T2.2.

Data catalog and knowledge graph (v1) (opens in new window)

The software comprising the STELAR data catalog and KG; output of T2.3 and T2.4.

Bias detection and synthetic data generation (v1) (opens in new window)

Software tools for detecting data bias and for generating synthetic data; output of T4.3 and T4.4.

Workflow manager and user APIs (v1) (opens in new window)

Software components including the workflow manager and the user management infrastructure, dashboards and APIs; output of T1.3 and T1.4.

Schema matching and entity linking (v1) (opens in new window)

Software tools for automating the specification of mappings and links between schemas, ontologies, vocabularies, and data instances; output of T3.1 and T3.2.

Data management plan (opens in new window)

Report presenting the methodology regarding the collection, handling, exploitation, and dissemination of all data assets applied in the project.

Publications

Pre-trained Embeddings for Entity Resolution: An Experimental Analysis (opens in new window)

Author(s): Alexandros Zeakis, George Papadakis, Dimitrios Skoutas, and Manolis Koubarakis
Published in: Proceedings of the VLDB Endowment, Issue 16, 2023, ISSN 2150-8097
Publisher: VLDB Endowment
DOI: 10.14778/3598581.3598594

And synopses for all: A synopses data engine for extreme scale analytics-as-a-service (opens in new window)

Author(s): Antonios Kontaxakis, Nikos Giatrakos, Dimitris Sacharidis, and Antonios Deligiannakis
Published in: Information Systems, 2023, ISSN 0306-4379
Publisher: Elsevier Science & Technology
DOI: 10.1016/j.is.2023.102221

Efficient detection of multivariate correlations with different correlation measures (opens in new window)

Author(s): Jens E. d'Hondt, Koen Minartz, Odysseas Papapetrou
Published in: VLDB Journal, Issue 33, 2024, ISSN 1066-8888
Publisher: Springer-Verlag
DOI: 10.1007/s00778-023-00815-y

GSM: A generalized approach to Supervised Meta-blocking for scalable entity resolution (opens in new window)

Author(s): Gagliardelli Luca, George Papadakis, Giovanni Simonini, Sonia Bergamaschi, and Themis Palpanas
Published in: Information Systems, 2023, ISSN 0306-4379
Publisher: Elsevier Science & Technology
DOI: 10.1016/j.is.2023.102307

OmniSketch: Efficient Multi-Dimensional High-Velocity Stream Analytics with Arbitrary Predicates (opens in new window)

Author(s): Wieger R. Punter, Odysseas Papapetrou, Minos N. Garofalakis
Published in: Proceedings of the VLDB Endowment, Issue 17, 2023, ISSN 2150-8097
Publisher: VLDB Endowment Inc.
DOI: 10.14778/3632093.3632098

An analysis of one-to-one matching algorithms for entity resolution (opens in new window)

Author(s): Papadakis George, Efthymiou Vasilis, Thanos Emmanouil, Hassanzadeh Oktie, and Christen Peter
Published in: The VLDB Journal, 2023, ISSN 1066-8888
Publisher: Springer
DOI: 10.1007/s00778-023-00791-3

TokenJoin: Efficient Filtering for Set Similarity Join with Maximum Weighted Bipartite Matching (opens in new window)

Author(s): Zeakis Alexandros, Dimitrios Skoutas, Dimitris Sacharidis, Odysseas Papapetrou, and Manolis Koubarakis
Published in: Proceedings of the VLDB Endowment, 2022, ISSN 2150-8097
Publisher: VLDB Endowment
DOI: 10.14778/3574245.3574263

Self-configured Entity Resolution with pyJedAI (opens in new window)

Author(s): Efthymiou Vasilis, Ekaterini Ioannou, Manos Karvounis, Manolis Koubarakis, Jakub Maciejewski, Konstantinos Nikoletos, George Papadakis, Dimitrios Skoutas, Yannis Velegrakis, and Alexandros Zeakis
Published in: IEEE Big Data 2023 (vision paper), 2023
Publisher: IEEE
DOI: 10.5281/zenodo.10070414

A Critical Re-evaluation of Benchmark Datasets for (Deep) Learning-Based Matching Algorithms (opens in new window)

Author(s): George Papadakis, Nishadi Kirielle, Peter Christen, Themis Palpanas
Published in: IEEE International Conference on Data Engineering (ICDE), 2024
Publisher: IEEE
DOI: 10.48550/arXiv.2307.01231

Benchmarking Filtering Techniques for Entity Resolution (opens in new window)

Author(s): George Papadakis, Marco Fisichella, Franziska Schoger, George Mandilaras, Nikolaus Augsten, and Wolfgang Nejdl
Published in: 39th International Conference on Data Engineering (ICDE) 2023, 2023
Publisher: IEEE
DOI: 10.48550/arXiv.2202.12521

Leaf Area Index Time Series Imputation for Early Yield Prediction (opens in new window)

Author(s): Christoph Jörges, Jens d'Hondt, Georgios Chatzigeorgakidis, Silke Migdall, Christian Miesgang, Susanne Karg, Heike Bach, Panagiotis Betchavas, Dimitrios Skoutas
Published in: Big Data from Space (BiDS'23), 2023, ISBN 978-92-68-08696-4
Publisher: Publications Office of the European Union
DOI: 10.5281/zenodo.10958959

pyJedAI: a Lightsaber for Link Discovery (opens in new window)

Author(s): Nikoletos, Konstantinos, George Papadakis, and Manolis Koubarakis
Published in: ISWC (Posters/Demos/Industry) 2022, 2022
Publisher: CEUR-WS.org
DOI: 10.13140/RG.2.2.12171.16160

ExtremeEarth: Managing Water Availability for Crops Using Earth Observation and Machine Learning (opens in new window)

Author(s): Florian Appel, Heike Bach, Silke Migdall, Manolis Koubarakis, George Stamoulis, Dimitris Bilidas, Despina-Athanasia Pantazi, Lorenzo Bruzzone, Claudia Paris, and Giulio Weikmann
Published in: EDBT 2023, 2023
Publisher: OpenProceedings.org
DOI: 10.5281/zenodo.7808413

The Question Answering System GeoQA2 (opens in new window)

Author(s): Dharmen Punjani, Sergios-Anestis Kefalidis, Konstantinos Plas, Eleni Tsalapati, Manolis Koubarakis, Pierre Maret
Published in: 2nd International Workshop on Geospatial Knowledge Graphs and GeoAI, 2023
Publisher: Zenodo
DOI: 10.5281/zenodo.10423032

Supervised Scheduling for Geospatial Interlinking (opens in new window)

Author(s): Siampou Maria Despoina, George Papadakis, Nikos Mamoulis, and Manolis Koubarakis
Published in: 31st ACM International Conference on Advances in Geographic Information Systems (SIGSPATIAL’23), 2023
Publisher: ACM
DOI: 10.5281/zenodo.10070449

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