Centre for Informatics and Systems of the University of Coimbra (CISUC)
Centro de Informática e Sistemas da Universidade de Coimbra
AuthID: I-000-198
Publications Actions
Publications at Authenticus Institutional Profile
An Authenticus institution (group) is an organization which consists of a set of researchers (institutional/group team). The set of researchers depends on the organizational structure of the institution per year and can be set at the institution profile, under ‘Researchers’ interface. Based on the institutional team we produce listings of publications, statistics and institutional reports.
Publications displayed at an Authenticus institutional profile depend on two parameters:
- Researchers team associated with the institution per year.
- Publications source type.
We define 3 types of publication sources:
- Validated by team members - includes all publications validated by team members. Requires the definition of the institutional team.
- All published by team members - includes all publications validated by the institution team members plus all not-validated (only identified) publications. Requires the definition of the institutional team.
- Affiliation Based - includes publications that have the institution/group in the publication affiliation. Does not require institutional team, but at the same time does not guarantee that all publications will be listed.
External
Internal
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Rules:
This actions updates publications citations of every team member.
Only validated by team members publications are included.
Only the current year team is included in this action.>
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a month!
Only validated by team members publications are included.
Only the current year team is included in this action.>
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a month!
No data about last update.
Rules:
This actions updates all pre print publications of the group/institution.
Only validated by current year team members publications are included.
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a day!
Only validated by current year team members publications are included.
The action is executed in the background, thus the results are NOT immediate.
This actions can be executed only once a day!
Publications Count: 15
2 Team MembersFilters -> Year: 2024
1
TITLE: Imputation of data Missing Not at Random: Artificial generation and benchmark analysis Full Text
AUTHORS: Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques ; Rodrigues, Pedro Pereira ; Figueiredo, Mario A. T.;
PUBLISHED: 2024, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 249, PAGES: 123654
AUTHORS: Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques ; Rodrigues, Pedro Pereira ; Figueiredo, Mario A. T.;
PUBLISHED: 2024, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 249, PAGES: 123654
2
TITLE: Siamese Autoencoder Architecture for the Imputation of Data Missing Not at Random Full Text
AUTHORS: Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques ; Rodrigues, Pedro Pereira ;
PUBLISHED: 2024, SOURCE: JOURNAL OF COMPUTATIONAL SCIENCE, VOLUME: 78, PAGES: 102269
AUTHORS: Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques ; Rodrigues, Pedro Pereira ;
PUBLISHED: 2024, SOURCE: JOURNAL OF COMPUTATIONAL SCIENCE, VOLUME: 78, PAGES: 102269
3
TITLE: Artificial Intelligence Strategies for Missing Data Imputation using Healthcare Data. Estratégias de Inteligência Artificial para a Imputação de Dados em Falta utilizando Dados Médicos
AUTHORS: Ricardo D C Pereira ;
PUBLISHED: 2023, SOURCE: Artificial Intelligence Strategies for Missing Data Imputation using Healthcare Data in Artificial Intelligence Strategies for Missing Data Imputation using Healthcare Data
AUTHORS: Ricardo D C Pereira ;
PUBLISHED: 2023, SOURCE: Artificial Intelligence Strategies for Missing Data Imputation using Healthcare Data in Artificial Intelligence Strategies for Missing Data Imputation using Healthcare Data
INDEXED IN: 
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TITLE: Automatic Delta-Adjustment Method Applied to Missing Not At Random Imputation
AUTHORS: Ricardo Cardoso Pereira ; Pedro Pereira Rodrigues ; Mário A T Figueiredo; Pedro Henriques Abreu ;
PUBLISHED: 2023, SOURCE: 23rd International Conference on Computational Science, ICCS 2023 in Computational Science - ICCS 2023 - 23rd International Conference, Prague, Czech Republic, July 3-5, 2023, Proceedings, Part I, VOLUME: 14073, PAGES: 481-493
AUTHORS: Ricardo Cardoso Pereira ; Pedro Pereira Rodrigues ; Mário A T Figueiredo; Pedro Henriques Abreu ;
PUBLISHED: 2023, SOURCE: 23rd International Conference on Computational Science, ICCS 2023 in Computational Science - ICCS 2023 - 23rd International Conference, Prague, Czech Republic, July 3-5, 2023, Proceedings, Part I, VOLUME: 14073, PAGES: 481-493
5
TITLE: Siamese Autoencoder-Based Approach for Missing Data Imputation
AUTHORS: Ricardo Cardoso Pereira ; Pedro Henriques Abreu ; Pedro Pereira Rodrigues ;
PUBLISHED: 2023, SOURCE: 23rd International Conference on Computational Science, ICCS 2023 in Computational Science - ICCS 2023 - 23rd International Conference, Prague, Czech Republic, July 3-5, 2023, Proceedings, Part I, VOLUME: 14073, PAGES: 33-46
AUTHORS: Ricardo Cardoso Pereira ; Pedro Henriques Abreu ; Pedro Pereira Rodrigues ;
PUBLISHED: 2023, SOURCE: 23rd International Conference on Computational Science, ICCS 2023 in Computational Science - ICCS 2023 - 23rd International Conference, Prague, Czech Republic, July 3-5, 2023, Proceedings, Part I, VOLUME: 14073, PAGES: 33-46
6
TITLE: ydata-profiling: Accelerating data-centric AI with high-quality data Full Text
AUTHORS: Clemente, F; Ribeiro, GM; Quemy, A; Santos, Miriam Seoane ; Pereira, RC ; Barros, A;
PUBLISHED: 2023, SOURCE: NEUROCOMPUTING, VOLUME: 554, PAGES: 126585
AUTHORS: Clemente, F; Ribeiro, GM; Quemy, A; Santos, Miriam Seoane ; Pereira, RC ; Barros, A;
PUBLISHED: 2023, SOURCE: NEUROCOMPUTING, VOLUME: 554, PAGES: 126585
7
TITLE: Partial Multiple Imputation With Variational Autoencoders: Tackling Not at Randomness in Healthcare Data Full Text
AUTHORS: Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques ; Rodrigues, Pedro Pereira ;
PUBLISHED: 2022, SOURCE: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, VOLUME: 26, ISSUE: 8, PAGES: 4218-4227
AUTHORS: Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques ; Rodrigues, Pedro Pereira ;
PUBLISHED: 2022, SOURCE: IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, VOLUME: 26, ISSUE: 8, PAGES: 4218-4227
8
TITLE: Missing Image Data Imputation using Variational Autoencoders with Weighted Loss PDF
AUTHORS: Ricardo Cardoso Pereira ; Joana Cristo Santos; José Pereira Amorim; Pedro Pereira Rodrigues ; Pedro Henriques Abreu ;
PUBLISHED: 2020, SOURCE: 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2020 in 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2020, Bruges, Belgium, October 2-4, 2020, PAGES: 475-480
AUTHORS: Ricardo Cardoso Pereira ; Joana Cristo Santos; José Pereira Amorim; Pedro Pereira Rodrigues ; Pedro Henriques Abreu ;
PUBLISHED: 2020, SOURCE: 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2020 in 28th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2020, Bruges, Belgium, October 2-4, 2020, PAGES: 475-480
INDEXED IN: 
Scopus 
DBLP
Scopus DBLP9
TITLE: Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes Full Text
AUTHORS: Pereira, RC ; Santos, Miriam Seoane ; Rodrigues, PP ; Abreu, PH ;
PUBLISHED: 2020, SOURCE: JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, VOLUME: 69, PAGES: 1255-1285
AUTHORS: Pereira, RC ; Santos, Miriam Seoane ; Rodrigues, PP ; Abreu, PH ;
PUBLISHED: 2020, SOURCE: JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, VOLUME: 69, PAGES: 1255-1285
10
TITLE: VAE-BRIDGE: Variational Autoencoder Filter for Bayesian Ridge Imputation of Missing Data
AUTHORS: Pereira, RC ; Abreu, PH ; Rodrigues, PP ;
PUBLISHED: 2020, SOURCE: International Joint Conference on Neural Networks (IJCNN) held as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI) in 2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 5, PAGES: 1-7
AUTHORS: Pereira, RC ; Abreu, PH ; Rodrigues, PP ;
PUBLISHED: 2020, SOURCE: International Joint Conference on Neural Networks (IJCNN) held as part of the IEEE World Congress on Computational Intelligence (IEEE WCCI) in 2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), VOLUME: 5, PAGES: 1-7
11
TITLE: A Data Visualization Approach for Intersection Analysis using AIS Data
AUTHORS: Pereira, R ; Abreu, P ; Polisciuc, E; Machado, P;
PUBLISHED: 2019, SOURCE: 10th International Conference on Information Visualization Theory and Applications, IVAPP 2019 - Part of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2019 in PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS - VOL 3: IVAPP, PAGES: 208-215
AUTHORS: Pereira, R ; Abreu, P ; Polisciuc, E; Machado, P;
PUBLISHED: 2019, SOURCE: 10th International Conference on Information Visualization Theory and Applications, IVAPP 2019 - Part of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2019 in PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS - VOL 3: IVAPP, PAGES: 208-215
12
TITLE: A Data Visualization Approach for Intersection Analysis using AIS Data
AUTHORS: Ricardo Cardoso Pereira ; Pedro Henriques Abreu ; Evgheni Polisciuc; Penousal Machado;
PUBLISHED: 2019, SOURCE: Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2019, Volume 3: IVAPP, Prague, Czech Republic, February 25-27, 2019., PAGES: 208-215
AUTHORS: Ricardo Cardoso Pereira ; Pedro Henriques Abreu ; Evgheni Polisciuc; Penousal Machado;
PUBLISHED: 2019, SOURCE: Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, VISIGRAPP 2019, Volume 3: IVAPP, Prague, Czech Republic, February 25-27, 2019., PAGES: 208-215
INDEXED IN: DBLP
DBLP13
TITLE: Generating Synthetic Missing Data: A Review by Missing Mechanism
AUTHORS: Santos, Miriam Seoane ; Pereira, RC ; Costa, AF; Soares, JP; Santos, J ; Abreu, PH ;
PUBLISHED: 2019, SOURCE: IEEE ACCESS, VOLUME: 7, PAGES: 11651-11667
AUTHORS: Santos, Miriam Seoane ; Pereira, RC ; Costa, AF; Soares, JP; Santos, J ; Abreu, PH ;
PUBLISHED: 2019, SOURCE: IEEE ACCESS, VOLUME: 7, PAGES: 11651-11667
14
TITLE: Generating Synthetic Missing Data: A Review by Missing Mechanism
AUTHORS: Santos, Miriam Seoane ; Ricardo Cardoso Pereira ; Adriana Fonseca Costa; Jastin Pompeu Soares; João A M Santos; Pedro Henriques Abreu ;
PUBLISHED: 2019, SOURCE: IEEE Access, VOLUME: 7, PAGES: 11651-11667
AUTHORS: Santos, Miriam Seoane ; Ricardo Cardoso Pereira ; Adriana Fonseca Costa; Jastin Pompeu Soares; João A M Santos; Pedro Henriques Abreu ;
PUBLISHED: 2019, SOURCE: IEEE Access, VOLUME: 7, PAGES: 11651-11667
INDEXED IN: DBLP
DBLP15
TITLE: MNAR Imputation with Distributed Healthcare Data
AUTHORS: Pereira, RC ; Santos, Miriam Seoane ; Rodrigues, PP ; Abreu, PH ;
PUBLISHED: 2019, SOURCE: 19th EPIA Conference on Artificial Intelligence, EPIA 2019 in PROGRESS IN ARTIFICIAL INTELLIGENCE, PT II, VOLUME: 11805, PAGES: 184-195
AUTHORS: Pereira, RC ; Santos, Miriam Seoane ; Rodrigues, PP ; Abreu, PH ;
PUBLISHED: 2019, SOURCE: 19th EPIA Conference on Artificial Intelligence, EPIA 2019 in PROGRESS IN ARTIFICIAL INTELLIGENCE, PT II, VOLUME: 11805, PAGES: 184-195
