Susana de Almeida Mendes Vinga Martins
AuthID: R-000-GVH
21
TITLE: Spatiotemporal Correlation Feature Spaces to Support Anomaly Detection in Water Distribution Networks
AUTHORS: Gomes, SC; Vinga, S; Henriques, R;
PUBLISHED: 2021, SOURCE: WATER, VOLUME: 13, ISSUE: 18
AUTHORS: Gomes, SC; Vinga, S; Henriques, R;
PUBLISHED: 2021, SOURCE: WATER, VOLUME: 13, ISSUE: 18
22
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
23
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
24
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
25
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
26
TITLE: Variable selection and outlier detection in regularized survival models: Application to melanoma gene expression data
AUTHORS: Carrasquinha, E; Veríssimo, A; Lopes, MB ; Vinga, S;
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: Carrasquinha, E; Veríssimo, A; Lopes, MB ; Vinga, S;
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
27
TITLE: Sparse network-based regularization for the analysis of patientomics high-dimensional survival data
AUTHORS: André Veríssimo; Eunice Carrasquinha; Marta B Lopes ; Arlindo L Oliveira; Marie-France Sagot; Susana Vinga;
PUBLISHED: 2018
AUTHORS: André Veríssimo; Eunice Carrasquinha; Marta B Lopes ; Arlindo L Oliveira; Marie-France Sagot; Susana Vinga;
PUBLISHED: 2018
28
TITLE: Scalable probabilistic matrix factorization for single-cell RNA-seq analysis
AUTHORS: Pedro F Ferreira; Alexandra M Carvalho; Susana Vinga;
PUBLISHED: 2018
AUTHORS: Pedro F Ferreira; Alexandra M Carvalho; Susana Vinga;
PUBLISHED: 2018
29
TITLE: Consensus outlier detection in survival analysis using the rank product test
AUTHORS: Eunice Carrasquinha; André Veríssimo; Susana Vinga;
PUBLISHED: 2018
AUTHORS: Eunice Carrasquinha; André Veríssimo; Susana Vinga;
PUBLISHED: 2018
30
TITLE: Momo – Multi-Objective Metabolic mixed integer Optimization: application to yeast strain engineering
AUTHORS: Ricardo Andrade; Mahdi Doostmohammadi; João L Santos; Marie-France Sagot; Nuno P Mira; Susana Vinga;
PUBLISHED: 2018
AUTHORS: Ricardo Andrade; Mahdi Doostmohammadi; João L Santos; Marie-France Sagot; Nuno P Mira; Susana Vinga;
PUBLISHED: 2018
