Alexandra Sofia Martins de Carvalho
AuthID: R-000-0AC
11
TITLE: Latent Variable Modelling and Variational Inference for scRNA-seq Differential Expression Analysis
AUTHORS: Godinho, Joana; Carvalho, Alexandra M.; Vinga, Susana ;
PUBLISHED: 2021, SOURCE: 10th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS) in COMPUTATIONAL ADVANCES IN BIO AND MEDICAL SCIENCES, VOLUME: 12686
AUTHORS: Godinho, Joana; Carvalho, Alexandra M.; Vinga, Susana ;
PUBLISHED: 2021, SOURCE: 10th International Conference on Computational Advances in Bio and Medical Sciences (ICCABS) in COMPUTATIONAL ADVANCES IN BIO AND MEDICAL SCIENCES, VOLUME: 12686
12
TITLE: Predicting Biologic Therapy Outcome of Patients With Spondyloarthritis: Joint Models for Longitudinal and Survival Analysis
AUTHORS: Carolina Barata; Ana Maria Rodrigues; Helena Canhão; Susana Vinga; Alexandra M Carvalho;
PUBLISHED: 2021, SOURCE: JMIR Medical Informatics, VOLUME: 9, ISSUE: 7
AUTHORS: Carolina Barata; Ana Maria Rodrigues; Helena Canhão; Susana Vinga; Alexandra M Carvalho;
PUBLISHED: 2021, SOURCE: JMIR Medical Informatics, VOLUME: 9, ISSUE: 7
13
TITLE: Information-Theoretical Criteria for Characterizing the Earliness of Time-Series Data Full Text
AUTHORS: Lemus, M; Beirao, JP; Paunkovic, N; Carvalho, AM; Mateus, P;
PUBLISHED: 2020, SOURCE: ENTROPY, VOLUME: 22, ISSUE: 1
AUTHORS: Lemus, M; Beirao, JP; Paunkovic, N; Carvalho, AM; Mateus, P;
PUBLISHED: 2020, SOURCE: ENTROPY, VOLUME: 22, ISSUE: 1
14
TITLE: Unravelling Breast and Prostate Common Gene Signatures by Bayesian Network Learning
AUTHORS: Villa Brito, J; Lopes, MB ; Carvalho, AM; Vinga, S ;
PUBLISHED: 2020, SOURCE: 15th International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11925 LNBI
AUTHORS: Villa Brito, J; Lopes, MB ; Carvalho, AM; Vinga, S ;
PUBLISHED: 2020, SOURCE: 15th International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11925 LNBI
15
TITLE: Variational Inference in Probabilistic Single-cell RNA-seq Models
AUTHORS: Ferreira, PF; Carvalho, AM; Vinga, S;
PUBLISHED: 2020, SOURCE: 15th International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11925 LNBI
AUTHORS: Ferreira, PF; Carvalho, AM; Vinga, S;
PUBLISHED: 2020, SOURCE: 15th International Conference on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11925 LNBI
16
TITLE: MSAX: Multivariate symbolic aggregate approximation for time series classification
AUTHORS: Anacleto, M; Vinga, S; Carvalho, AM;
PUBLISHED: 2020, SOURCE: 16th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2019 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12313 LNBI
AUTHORS: Anacleto, M; Vinga, S; Carvalho, AM;
PUBLISHED: 2020, SOURCE: 16th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics, CIBB 2019 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12313 LNBI
17
TITLE: Sparse Consensus Classification for Discovering Novel Biomarkers in Rheumatoid Arthritis
AUTHORS: Constantino, C; Carvalho, AM; Vinga, S;
PUBLISHED: 2020, SOURCE: 6th International Conference on Machine Learning, Optimization, and Data Science, LOD 2020 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12565 LNCS
AUTHORS: Constantino, C; Carvalho, AM; Vinga, S;
PUBLISHED: 2020, SOURCE: 6th International Conference on Machine Learning, Optimization, and Data Science, LOD 2020 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12565 LNCS
18
TITLE: Modelling cancer outcomes of bone metastatic patients: combining survival data with N-Telopeptide of type I collagen (NTX) dynamics through joint models Full Text
AUTHORS: Loureiro, H; Carrasquinha, E; Alho, I; Ferreira, AR; Costa, L; Carvalho, AM; Vinga, S ;
PUBLISHED: 2019, SOURCE: BMC MEDICAL INFORMATICS AND DECISION MAKING, VOLUME: 19, ISSUE: 1
AUTHORS: Loureiro, H; Carrasquinha, E; Alho, I; Ferreira, AR; Costa, L; Carvalho, AM; Vinga, S ;
PUBLISHED: 2019, SOURCE: BMC MEDICAL INFORMATICS AND DECISION MAKING, VOLUME: 19, ISSUE: 1
19
TITLE: Learning consistent tree-augmented dynamic bayesian networks
AUTHORS: Sousa, M; Carvalho, AM;
PUBLISHED: 2019, SOURCE: 4th International Conference on Machine Learning, Optimization, and Data Science, LOD 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11331 LNCS
AUTHORS: Sousa, M; Carvalho, AM;
PUBLISHED: 2019, SOURCE: 4th International Conference on Machine Learning, Optimization, and Data Science, LOD 2018 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 11331 LNCS
20
TITLE: Approximating viability kernels of high-dimensional linear systems
AUTHORS: Carvalho, AM; Sequeira, JS;
PUBLISHED: 2019, SOURCE: 18th European Control Conference, ECC 2019 in 2019 18th European Control Conference, ECC 2019
AUTHORS: Carvalho, AM; Sequeira, JS;
PUBLISHED: 2019, SOURCE: 18th European Control Conference, ECC 2019 in 2019 18th European Control Conference, ECC 2019
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