Data Engineering for Data Science

Livrables

Research Plan on Storage and Processing
Research Plan on Preparation
State of the Art on Analysis
Doctoral Training Plan

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

First Comm., Dissem., and TT Report

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
State of the Art on Data Governance
Selection Report

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

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

Quality Assement Plan

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

Research Plan on Analysis
State of the Art on Storage and Processing
Research Plan on Data Governance

Publications

Impact of filter feature selection on classification: an empirical study

Auteurs: Njoku, Uchechukwu Fortune; Abelló Gamazo, Alberto; Bilalli, Besim; Bontempi, Gianluca
Publié dans: DOLAP co-located with EDBT/ICDT, Numéro 3130, 2022
Éditeur: CEUR-WS.org

Adversarial Learning in Real-World Fraud Detection: Challenges and Perspectives

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

Wrapper Methods for Multi-Objective Feature Selection

Auteurs: Njoku, Uchechukwu Fortune and Abell{\'o} Gamazo, Alberto and Bilalli, Besim and Bontempi, Gianluca
Publié dans: 26th International Conference on Extending Database Technology, 2023
Éditeur: OpenProceedings
DOI: 10.48786/edbt.2023.58

Mobility Data Science (Dagstuhl Seminar 22021)

Auteurs: 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
Publié dans: Dagstuhl Reports, 2022, ISSN 2192-5283
Éditeur: Schloss Dagstuhl -- Leibniz-Zentrum fur Informatik
DOI: 10.4230/dagrep.12.1.1

Semantic Segmentation of AIS Trajectories for Detecting Complete Fishing Activities

Auteurs: Song Wu; Esteban Zimányi; Mahmoud Sakr; Kristian Torp
Publié dans: 2022 23rd IEEE International Conference on Mobile Data Management (MDM), 2022
Éditeur: IEEE
DOI: 10.1109/mdm55031.2022.00092

Evaluation of Vessel CO2 Emissions Methods Using AIS Trajectories

Auteurs: Wu, Song and Torp, Kristian and Sakr, Mahmoud and Zimanyi, Esteban
Publié dans: Proceedings of the 18th International Symposium on Spatial and Temporal Data, 2023
Éditeur: Association for Computing Machinery
DOI: 10.1145/3609956.3609960

Database Optimizers in the Era of Learning

Auteurs: Dimitris Tsesmelis and Alkis Simitsis
Publié dans: 38th {IEEE} International Conference on Data Engineering, {ICDE}, 2022
Éditeur: IEEE
DOI: 10.1109/icde53745.2022.00301

Speed and energy consumption for electrical vehicles

Auteurs: Rodrigo Sasse David and Esteban Zim{\'{a}}nyi and Kristian Torp and Mahmoud Attia Sakr
Publié dans: Proceedings of the 15th {ACM} {SIGSPATIAL} International Workshop on Computational Transportation Science, {IWCTS} 2022,, 2022
Éditeur: ACM
DOI: 10.1145/3557991.3567802

And synopses for all: A synopses data engine for extreme scale analytics-as-a-service

Auteurs: Antonios Kontaxakis; Nikos Giatrakos; Dimitris Sacharidis; Antonios Deligiannakis
Publié dans: Information Systems, Numéro 1, 2023, ISSN 0306-4379
Éditeur: Elsevier Science & Technology
DOI: 10.1016/j.is.2023.102221

Livrables

Publications

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