Ricardo Daniel Cardoso Pereira


AuthID: R-00M-1MF

Confirmed Publications: 14



1
TITLE: A Perspective on the Missing at Random Problem: Synthetic Generation and Benchmark Analysis
AUTHORS: Cabrera Sanchez, Juan Francisco; Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques ; Silva Ramirez, Esther Lydia;
PUBLISHED: 2024, SOURCE: IEEE ACCESS, VOLUME: 12
INDEXED IN: Scopus WOS CrossRef: 1
IN MY: ORCID
2
TITLE: Imputation of data Missing Not at Random: Artificial generation and benchmark analysis
AUTHORS: Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques ; Rodrigues, Pedro Pereira ; Figueiredo, Mario A. T. ;
PUBLISHED: 2024, SOURCE: EXPERT SYSTEMS WITH APPLICATIONS, VOLUME: 249
INDEXED IN: Scopus WOS DBLP CrossRef: 45 Unpaywall
3
TITLE: Siamese Autoencoder Architecture for the Imputation of Data Missing Not at Random
AUTHORS: Pereira, Ricardo Cardoso ; Abreu, Pedro Henriques ; Rodrigues, Pedro Pereira ;
PUBLISHED: 2024, SOURCE: JOURNAL OF COMPUTATIONAL SCIENCE, VOLUME: 78
INDEXED IN: Scopus WOS DBLP CrossRef: 11 Unpaywall
4
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
INDEXED IN: Handle
5
6
TITLE: Siamese Autoencoder-Based Approach for Missing Data Imputation
AUTHORS: Ricardo Cardoso Pereira ; Pedro Henriques Abreu ; Pedro Pereira Rodrigues ;
PUBLISHED: 2023, SOURCE: ICCS (1), VOLUME: 14073 LNCS
INDEXED IN: Scopus DBLP CrossRef: 3 Unpaywall
7
TITLE: ydata-profiling: Accelerating data-centric AI with high-quality data
AUTHORS: Clemente, F; Ribeiro, GM; Quemy, A; Santos, MS ; Pereira, RC ; Barros, A;
PUBLISHED: 2023, SOURCE: NEUROCOMPUTING, VOLUME: 554
INDEXED IN: Scopus WOS DBLP CrossRef: 20 Unpaywall
8
TITLE: Partial Multiple Imputation With Variational Autoencoders: Tackling Not at Randomness in Healthcare Data
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: 37 Unpaywall
9
TITLE: Missing Image Data Imputation using Variational Autoencoders with Weighted Loss
AUTHORS: Ricardo Cardoso Pereira ; Joana Cristo Santos; José Pereira Amorim; Pedro Pereira Rodrigues ; Pedro Henriques Abreu ;
PUBLISHED: 2020, SOURCE: ESANN
INDEXED IN: Scopus DBLP
10
TITLE: Reviewing Autoencoders for Missing Data Imputation: Technical Trends, Applications and Outcomes
AUTHORS: Pereira, RC ; Santos, MS ; Rodrigues, PP ; Abreu, PH ;
PUBLISHED: 2020, SOURCE: JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, VOLUME: 69
INDEXED IN: Scopus WOS DBLP CrossRef Unpaywall
Page 1 of 2. Total results: 14.

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