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TITLE: On the joint-effect of class imbalance and overlap: a critical review  Full Text
AUTHORS: Santos, Miriam Seoane ; Abreu, Pedro Henriques ; Japkowicz, Nathalie; Fernandez, Alberto; Soares, Carlos ; Wilk, Szymon; Santos, Joao ;
PUBLISHED: 2022, SOURCE: ARTIFICIAL INTELLIGENCE REVIEW, VOLUME: 55, ISSUE: 8
INDEXED IN: Scopus WOS DBLP CrossRef: 44
23
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
INDEXED IN: Scopus WOS DBLP CrossRef: 11 Unpaywall
24
TITLE: The identification of cancer lesions in mammography images with missing pixels: analysis of morphology
AUTHORS: Santos, Joana Cristo; Abreu, Pedro Henriques ; Santos, Miriam Seoane ;
PUBLISHED: 2022, SOURCE: 9th IEEE International Conference on Data Science and Advanced Analytics (DSAA) in 2022 IEEE 9TH INTERNATIONAL CONFERENCE ON DATA SCIENCE AND ADVANCED ANALYTICS (DSAA)
INDEXED IN: Scopus WOS DBLP CrossRef
25
TITLE: The impact of heterogeneous distance functions on missing data imputation and classification performance
AUTHORS: Santos, Miriam Seoane ; Pedro Henriques Abreu ; Alberto Fernández; Julián Luengo; João A M Santos;
PUBLISHED: 2022, SOURCE: Eng. Appl. Artif. Intell., VOLUME: 111
INDEXED IN: DBLP
IN MY: DBLP
26
TITLE: The impact of heterogeneous distance functions on missing data imputation and classification performance  Full Text
AUTHORS: Santos, Miriam Seoane ; Abreu, Pedro Henriques ; Fernandez, Alberto; Luengo, Julian; Santos, Joao ;
PUBLISHED: 2022, SOURCE: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, VOLUME: 111
INDEXED IN: Scopus WOS CrossRef: 7
29
TITLE: FAWOS: Fairness-Aware Oversampling Algorithm Based on Distributions of Sensitive Attributes
AUTHORS: Salazar, T; Santos, Miriam Seoane ; Araujo, H; Abreu, PH ;
PUBLISHED: 2021, SOURCE: IEEE ACCESS, VOLUME: 9
INDEXED IN: Scopus WOS CrossRef: 9
30
TITLE: FAWOS: Fairness-Aware Oversampling Algorithm Based on Distributions of Sensitive Attributes
AUTHORS: Teresa Salazar; Santos, Miriam Seoane ; Helder Araújo; Pedro Henriques Abreu ;
PUBLISHED: 2021, SOURCE: IEEE Access, VOLUME: 9
INDEXED IN: DBLP
IN MY: DBLP
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