Ricardo Daniel Cardoso Pereira
AuthID: R-00M-1MF
1
TITLE: mdatagen: A python library for the artificial generation of missing data Full Text
AUTHORS: Mangussi, Arthur Dantas; Santos, Miriam Seoane ; Lopes, Filipe Loyola; Pereira, Ricardo Cardoso; Lorena, Ana Carolina; Abreu, Pedro Henriques ;
PUBLISHED: 2025, SOURCE: NEUROCOMPUTING, VOLUME: 625
AUTHORS: Mangussi, Arthur Dantas; Santos, Miriam Seoane ; Lopes, Filipe Loyola; Pereira, Ricardo Cardoso; Lorena, Ana Carolina; Abreu, Pedro Henriques ;
PUBLISHED: 2025, SOURCE: NEUROCOMPUTING, VOLUME: 625
2
TITLE: Assessing Adversarial Effects of Noise in Missing Data Imputation
AUTHORS: Mangussi, Arthur Dantas; Pereira, Ricardo Cardoso; Abreu, Pedro Henriques ; Lorena, Ana Carolina;
PUBLISHED: 2025, SOURCE: 34th Brazilian Conference on Intelligent Systems in INTELLIGENT SYSTEMS, BRACIS 2024, PT I, VOLUME: 15412
AUTHORS: Mangussi, Arthur Dantas; Pereira, Ricardo Cardoso; Abreu, Pedro Henriques ; Lorena, Ana Carolina;
PUBLISHED: 2025, SOURCE: 34th Brazilian Conference on Intelligent Systems in INTELLIGENT SYSTEMS, BRACIS 2024, PT I, VOLUME: 15412
3
TITLE: A Label Propagation Approach for Missing Data Imputation
AUTHORS: Loyola Lopes, Filipe; Dantas Mangussi, Arthur; Cardoso Pereira, Ricardo; Seoane Santos, Miriam ; Henriques Abreu, Pedro ; Carolina Lorena, Ana;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13
AUTHORS: Loyola Lopes, Filipe; Dantas Mangussi, Arthur; Cardoso Pereira, Ricardo; Seoane Santos, Miriam ; Henriques Abreu, Pedro ; Carolina Lorena, Ana;
PUBLISHED: 2025, SOURCE: IEEE ACCESS, VOLUME: 13
4
TITLE: Studying the robustness of data imputation methodologies against adversarial attacks Full Text
AUTHORS: Mangussi, Arthur Dantas; Pereira, Ricardo Cardoso; Lorena, Ana Carolina; Santos, Miriam Seoane ; Abreu, Pedro Henriques;
PUBLISHED: 2025, SOURCE: COMPUTERS & SECURITY, VOLUME: 157
AUTHORS: Mangussi, Arthur Dantas; Pereira, Ricardo Cardoso; Lorena, Ana Carolina; Santos, Miriam Seoane ; Abreu, Pedro Henriques;
PUBLISHED: 2025, SOURCE: COMPUTERS & SECURITY, VOLUME: 157
5
TITLE: Missing Data Under Green AI Umbrella
AUTHORS: Arthur Dantas Mangussi; Ricardo Cardoso Pereira; Pedro Henriques Abreu; Ana Carolina Lorena;
PUBLISHED: 2025, SOURCE: Anais do XXII Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2025)
AUTHORS: Arthur Dantas Mangussi; Ricardo Cardoso Pereira; Pedro Henriques Abreu; Ana Carolina Lorena;
PUBLISHED: 2025, SOURCE: Anais do XXII Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2025)
6
TITLE: Call for Papers: Data Generation in Healthcare Environments Full Text
AUTHORS: Pereira, Ricardo Cardoso; Rodrigues, Pedro Pereira; Moreira, Irina Sousa; Abreu, Pedro Henriques ;
PUBLISHED: 2024, SOURCE: JOURNAL OF BIOMEDICAL INFORMATICS, VOLUME: 159
AUTHORS: Pereira, Ricardo Cardoso; Rodrigues, Pedro Pereira; Moreira, Irina Sousa; Abreu, Pedro Henriques ;
PUBLISHED: 2024, SOURCE: JOURNAL OF BIOMEDICAL INFORMATICS, VOLUME: 159
INDEXED IN: 
Scopus 
WOS 
DBLP
Scopus WOS DBLP7
TITLE: Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes
AUTHORS: Ricardo Cardoso Pereira; Miriam Seoane Santos ; Pedro Pereira Rodrigues ; Pedro Henriques Abreu ;
PUBLISHED: 2020, SOURCE: J. Artif. Intell. Res., VOLUME: 69
AUTHORS: Ricardo Cardoso Pereira; Miriam Seoane Santos ; Pedro Pereira Rodrigues ; Pedro Henriques Abreu ;
PUBLISHED: 2020, SOURCE: J. Artif. Intell. Res., VOLUME: 69
INDEXED IN: DBLP
DBLP