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CORDIS - EU research results
CORDIS

Data Engineering for Data Science

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

Research Plan on Storage and Processing (opens in new window)
Research Plan on Preparation (opens in new window)
State of the Art on Analysis (opens in new window)
Doctoral Training Plan (opens in new window)

Doctoral Training Plan will summarise the objectives of the doctoral training of the ESRs

First Comm., Dissem., and TT Report (opens in new window)

First Comm Dissem and TT Report will provide the results of the dissemination actions during the first reporting period

State of the Art on Preparation (opens in new window)
State of the Art on Data Governance (opens in new window)
Selection Report (opens in new window)

Selection Report will summarise the ESR’s application, selection, and recruitment process, and the procedures for the continuous monitoring and evaluation of the ESRs

Comm., Dissem., and TT Plan (opens in new window)

Comm., Dissem., and TT Plan will describe the actions ensuring a maximal outreach of the project activities and results.

Quality Assement Plan (opens in new window)

Quality Assessment Plan will summarise the procedure for assessing the programme and define an initial set of KPIs.

Research Plan on Analysis (opens in new window)
State of the Art on Storage and Processing (opens in new window)
Research Plan on Data Governance (opens in new window)

Publications

Impact of filter feature selection on classification: an empirical study

Author(s): Njoku, Uchechukwu Fortune; Abelló Gamazo, Alberto; Bilalli, Besim; Bontempi, Gianluca
Published in: DOLAP co-located with EDBT/ICDT, Issue 3130, 2022
Publisher: CEUR-WS.org

Adversarial Learning in Real-World Fraud Detection: Challenges and Perspectives (opens in new window)

Author(s): Lunghi, Daniele and Simitsis, Alkis and Caelen, Olivier and Bontempi, Gianluca
Published in: Proceedings of the Second ACM Data Economy Workshop, 2023, Page(s) 27--33
Publisher: Association for Computing Machinery
DOI: 10.1145/3600046.3600051

Performance Analysis of Distributed GPU-Accelerated Task-Based Workflows (opens in new window)

Author(s): Marcos N. L. Carvalho, Anna Queralt, Oscar Romero, Alkis Simitsis, Cristian Tatu, Rosa M. Badia
Published in: EDBT/ICDT 2024, 2024
Publisher: OpenProceedings.org
DOI: 10.48786/edbt.2024.59

Uncertainty-Aware Ship Location Estimation using Multiple Cameras in Coastal Areas (opens in new window)

Author(s): Song Wu, Alexandros Troupiotis-Kapeliaris, Dimitris Zissis, Kristian Torp, Esteban Zimányi, Mahmoud Sakr
Published in: 2024 25th IEEE International Conference on Mobile Data Management (MDM), 2024, Page(s) 109-118
Publisher: IEEE
DOI: 10.1109/mdm61037.2024.00034

Wrapper Methods for Multi-Objective Feature Selection (opens in new window)

Author(s): Njoku, Uchechukwu Fortune and Abell{\'o} Gamazo, Alberto and Bilalli, Besim and Bontempi, Gianluca
Published in: 26th International Conference on Extending Database Technology, 2023
Publisher: OpenProceedings
DOI: 10.48786/edbt.2023.58

Effective Ship Trajectory Imputation with Multiple Coastal Cameras (opens in new window)

Author(s): Song Wu, Kristian Torp, Alexandros Troupiotis-Kapeliaris, Dimitris Zissis, Esteban Zimányi, Mahmoud Sakr
Published in: 2025 26th IEEE International Conference on Mobile Data Management (MDM), 2025, Page(s) 145-155
Publisher: IEEE
DOI: 10.1109/mdm65600.2025.00038

Finding Relevant Information in Big Datasets with ML. (opens in new window)

Author(s): Njoku, Uchechukwu Fortune; Abelló Gamazo, Alberto; Bilalli, Besim; Bontempi, Gianluca
Published in: 2024
Publisher: OpenProceedings
DOI: 10.48786/edbt.2024.85

Mitigating Data Sparsity in Integrated Data through Text Conceptualization (opens in new window)

Author(s): Md Ataur Rahman, Sergi Nadal, Oscar Romero, Dimitris Sacharidis
Published in: 2024 IEEE 40th International Conference on Data Engineering (ICDE), 2024, Page(s) 3490-3504
Publisher: IEEE
DOI: 10.1109/icde60146.2024.00269

Mobility Data Science (Dagstuhl Seminar 22021) (opens in new window)

Author(s): Mokbel, Mohamed ; Sakr, Mahmoud ; Xiong, Li ; Züfle, Andreas ; Almeida, Jussara ; Anderson, Taylor ; Aref, Walid ; Andrienko, Gennady ; Andrienko, Natalia ; Cao, Yang ; Chawla, Sanjay ; Cheng, Reynold ; Chrysanthis, Panos ; Fei, Xiqi ; Ghinita, Gabriel ; Graser, Anita ; Gunopulos, Dimitrios ; Jensen, Christian ; Kim, Joon-Sook ; Kim, Kyoung-Sook ; Kröger, Peer ; Krumm, John ; Lauer, Johannes ; M
Published in: Dagstuhl Reports, 2022, ISSN 2192-5283
Publisher: Schloss Dagstuhl -- Leibniz-Zentrum fur Informatik
DOI: 10.4230/dagrep.12.1.1

Semantic Segmentation of AIS Trajectories for Detecting Complete Fishing Activities (opens in new window)

Author(s): Song Wu; Esteban Zimányi; Mahmoud Sakr; Kristian Torp
Published in: 2022 23rd IEEE International Conference on Mobile Data Management (MDM), 2022
Publisher: IEEE
DOI: 10.1109/mdm55031.2022.00092

HYPPO: Using Equivalences to Optimize Pipelines in Exploratory Machine Learning (opens in new window)

Author(s): Antonios Kontaxakis, Dimitris Sacharidis, Alkis Simitsis, Alberto Abelló, Sergi Nadal
Published in: 2024 IEEE 40th International Conference on Data Engineering (ICDE), 2024, Page(s) 221-234
Publisher: IEEE
DOI: 10.1109/icde60146.2024.00024

Evaluation of Vessel CO2 Emissions Methods Using AIS Trajectories (opens in new window)

Author(s): Wu, Song and Torp, Kristian and Sakr, Mahmoud and Zimanyi, Esteban
Published in: Proceedings of the 18th International Symposium on Spatial and Temporal Data, 2023
Publisher: Association for Computing Machinery
DOI: 10.1145/3609956.3609960

A Study on Efficient Indexing for Table Search in Data Lakes (opens in new window)

Author(s): Ibraheem Taha, Matteo Lissandrini, Alkis Simitsis, Yannis Ioannidis
Published in: 2024 IEEE 18th International Conference on Semantic Computing (ICSC), 2024, Page(s) 245-252
Publisher: IEEE
DOI: 10.1109/icsc59802.2024.00046

A Framework for Automated Junction Monitoring (opens in new window)

Author(s): Rodrigo Sasse David, Kristian Torp, Mahmoud Sakr, Esteban Zimányi
Published in: Proceedings of the 32nd ACM International Conference on Advances in Geographic Information Systems, 2025, Page(s) 304-313
Publisher: ACM
DOI: 10.1145/3678717.3691322

Roundabouts and the Energy Consumption of Electrical Vehicles (opens in new window)

Author(s): Rodrigo Sasse David, Esteban Zimányi, Kristian Torp, Mahmoud Sakr
Published in: Proceedings of the 16th ACM SIGSPATIAL International Workshop on Computational Transportation Science, 2025, Page(s) 9-18
Publisher: ACM
DOI: 10.1145/3615895.3628165

Database Optimizers in the Era of Learning (opens in new window)

Author(s): Dimitris Tsesmelis and Alkis Simitsis
Published in: 38th {IEEE} International Conference on Data Engineering, {ICDE}, 2022
Publisher: IEEE
DOI: 10.1109/icde53745.2022.00301

Speed and energy consumption for electrical vehicles (opens in new window)

Author(s): Rodrigo Sasse David and Esteban Zim{\'{a}}nyi and Kristian Torp and Mahmoud Attia Sakr
Published in: Proceedings of the 15th {ACM} {SIGSPATIAL} International Workshop on Computational Transportation Science, {IWCTS} 2022,, 2022
Publisher: ACM
DOI: 10.1145/3557991.3567802

A data-science pipeline to enable the Interpretability of Many-Objective Feature Selection

Author(s): Njoku, Uchechukwu Fortune; Abelló Gamazo, Alberto; Bilalli, Besim; Bontempi, Gianluca
Published in: 2024
Publisher: CEUR-WS.org

AIDE: Antithetical, Intent-based, and Diverse Example-Based Explanations (opens in new window)

Author(s): Ikhtiyor Nematov, Dimitris Sacharidis, Katja Hose, Tomer Sagi
Published in: Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, Issue 7, 2024, Page(s) 1051-1062, ISSN 3065-8365
Publisher: Association for the Advancement of Artificial Intelligence (AAAI)
DOI: 10.1609/aies.v7i1.31702

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; Antonios Deligiannakis
Published in: Information Systems, Issue 1, 2023, ISSN 0306-4379
Publisher: Elsevier Science & Technology
DOI: 10.1016/j.is.2023.102221

Scalable Model-Based Management of Massive High Frequency Wind Turbine Data with ModelarDB (opens in new window)

Author(s): Abduvoris Abduvakhobov, Søren Kejser Jensen, Torben Bach Pedersen, Christian Thomsen
Published in: Proceedings of the VLDB Endowment, Issue 17, 2025, Page(s) 4723-4732, ISSN 2150-8097
Publisher: Association for Computing Machinery (ACM)
DOI: 10.14778/3704965.3704978

Workload Placement on Heterogeneous CPU-GPU Systems (opens in new window)

Author(s): Marcos N. L. Carvalho, Alkis Simitsis, Anna Queralt, Oscar Romero
Published in: Proceedings of the VLDB Endowment, Issue 17, 2024, Page(s) 4241-4244, ISSN 2150-8097
Publisher: Association for Computing Machinery (ACM)
DOI: 10.14778/3685800.3685845

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