Miriam Raquel Seoane Pereira Seguro Santos


AuthID: R-00M-1HB

Confirmed Publications: 40



21
TITLE: How distance metrics influence missing data imputation with k-nearest neighbours  Full Text
AUTHORS: Santos, MS ; Abreu, PH ; Wilk, S; Santos, J;
PUBLISHED: 2020, SOURCE: PATTERN RECOGNITION LETTERS, VOLUME: 136
INDEXED IN: Scopus WOS DBLP CrossRef: 40
IN MY: ORCID | DBLP | CIÊNCIAVITAE
22
TITLE: Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes  Full Text
AUTHORS: Pereira, RC ; Santos, MS ; Rodrigues, PP ; Abreu, PH ;
PUBLISHED: 2020, SOURCE: JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, VOLUME: 69
INDEXED IN: Scopus WOS CrossRef: 65 Unpaywall
IN MY: ORCID | CIÊNCIAVITAE
23
24
TITLE: Generating Synthetic Missing Data: A Review by Missing Mechanism
AUTHORS: Santos, MS ; Pereira, RC ; Costa, AF; Soares, JP; Santos, J ; Abreu, PH ;
PUBLISHED: 2019, SOURCE: IEEE ACCESS, VOLUME: 7
INDEXED IN: Scopus WOS CrossRef: 80 Unpaywall
IN MY: ORCID | CIÊNCIAVITAE
25
TITLE: Generating Synthetic Missing Data: A Review by Missing Mechanism
AUTHORS: Miriam Seoane Santos ; 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
26
TITLE: MNAR Imputation with Distributed Healthcare Data
AUTHORS: Pereira, RC ; Santos, MS ; 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: 5 Unpaywall
IN MY: ORCID | DBLP | CIÊNCIAVITAE
27
TITLE: Analysing the Footprint of Classifiers in Overlapped and Imbalanced Contexts
AUTHORS: Marta Mercier; Miriam Seoane Santos ; Pedro H Abreu ; Carlos Soares ; Jastin Pompeu Soares; João A M Santos ;
PUBLISHED: 2018, SOURCE: IDA, VOLUME: 11191 LNCS
INDEXED IN: Scopus DBLP CrossRef: 5
IN MY: ORCID | DBLP
28
TITLE: Cross-Validation for Imbalanced Datasets: Avoiding Overoptimistic and Overfitting Approaches  Full Text
AUTHORS: Santos, MS ; 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: 335
IN MY: ORCID | DBLP | CIÊNCIAVITAE
29
TITLE: Exploring the effects of data distribution in missing data imputation
AUTHORS: Pompeu Soares, J; Seoane Santos, M ; Henriques Abreu, P ; Araújo, H; Santos, J ;
PUBLISHED: 2018, SOURCE: 17th International Symposium on Intelligent Data Analysis, IDA 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11191 LNCS
INDEXED IN: Scopus CrossRef: 6
IN MY: ORCID | CIÊNCIAVITAE
30
TITLE: Exploring the Effects of Data Distribution in Missing Data Imputation
AUTHORS: Jastin Pompeu Soares; Miriam Seoane Santos ; Pedro Henriques Abreu ; Hélder Araújo; João A M Santos;
PUBLISHED: 2018, SOURCE: Advances in Intelligent Data Analysis XVII - 17th International Symposium, IDA 2018, 's-Hertogenbosch, The Netherlands, October 24-26, 2018, Proceedings, VOLUME: 11191
INDEXED IN: DBLP
IN MY: DBLP
Page 3 of 4. Total results: 40.

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