Miriam Raquel Seoane Pereira Seguro Santos


AuthID: R-00M-1HB

Confirmed Publications: 32



11
TITLE: Assessing the Impact of Distance Functions on K-Nearest Neighbours Imputation of Biomedical Datasets
AUTHORS: Santos, Miriam Seoane ; Pedro H Abreu ; Szymon Wilk; João A M Santos ;
PUBLISHED: 2020, SOURCE: 18th International Conference on Artificial Intelligence in Medicine, AIME 2020 in Artificial Intelligence in Medicine - 18th International Conference on Artificial Intelligence in Medicine, AIME 2020, Minneapolis, MN, USA, August 25-28, 2020, Proceedings, VOLUME: 12299
INDEXED IN: Scopus DBLP CrossRef
IN MY: ORCID | DBLP
12
TITLE: Bone scintigraphy and PET-CT: A necessary alliance for bone metastasis detection in breast cancer?
AUTHORS: Santos, JC; Abreu, MH; Santos, Miriam Seoane ; Duarte, H; Alpoim, T; Sousa, S; Abreu, PH ;
PUBLISHED: 2020, SOURCE: JOURNAL OF CLINICAL ONCOLOGY, VOLUME: 38, ISSUE: 15
INDEXED IN: WOS CrossRef: 1
IN MY: ORCID
13
TITLE: How distance metrics influence missing data imputation with k-nearest neighbours  Full Text
AUTHORS: Santos, Miriam Seoane ; Abreu, PH ; Wilk, S; Santos, J;
PUBLISHED: 2020, SOURCE: PATTERN RECOGNITION LETTERS, VOLUME: 136
INDEXED IN: Scopus WOS DBLP CrossRef: 26
IN MY: ORCID | DBLP
14
TITLE: Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes
AUTHORS: Ricardo Cardoso Pereira; Santos, Miriam Seoane ; Pedro Pereira Rodrigues ; Pedro Henriques Abreu ;
PUBLISHED: 2020, SOURCE: J. Artif. Intell. Res., VOLUME: 69
INDEXED IN: DBLP
IN MY: DBLP
15
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
INDEXED IN: Scopus WOS CrossRef: 42 Unpaywall
IN MY: ORCID
16
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
INDEXED IN: DBLP
IN MY: DBLP
17
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
INDEXED IN: Scopus WOS CrossRef: 52 Unpaywall
IN MY: ORCID
18
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
INDEXED IN: Scopus WOS DBLP CrossRef: 2 Unpaywall
IN MY: ORCID | DBLP
19
TITLE: Analysing the Footprint of Classifiers in Overlapped and Imbalanced Contexts
AUTHORS: Marta Mercier; Santos, Miriam Seoane ; Pedro H Abreu ; Carlos Soares ; Jastin Pompeu Soares; João Santos ;
PUBLISHED: 2018, SOURCE: 17th International Symposium on Intelligent Data Analysis, IDA 2018 in Advances in Intelligent Data Analysis XVII - 17th International Symposium, IDA 2018, 's-Hertogenbosch, The Netherlands, October 24-26, 2018, Proceedings, VOLUME: 11191
INDEXED IN: Scopus DBLP CrossRef: 4
IN MY: ORCID | DBLP
20
TITLE: Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches  Full Text
AUTHORS: Santos, Miriam Seoane ; Soares, JP; Abreu, PH ; Araujo, H; Santos, J ;
PUBLISHED: 2018, SOURCE: IEEE COMPUTATIONAL INTELLIGENCE MAGAZINE, VOLUME: 13, ISSUE: 4
INDEXED IN: Scopus WOS DBLP CrossRef: 260
IN MY: ORCID | DBLP
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