Alexandra Sofia Martins de Carvalho


AuthID: R-000-0AC

Confirmed Publications: 41



1
TITLE: Comparative Analysis of Machine Learning Models for Time-Series Forecasting of Escherichia Coli Contamination in Portuguese Shellfish Production Areas
AUTHORS: Ferraz, Filipe; Ribeiro, Diogo; Lopes, Marta B. ; Pedro, Sonia; Vinga, Susana; Carvalho, Alexandra M. ;
PUBLISHED: 2024, SOURCE: 9th Annual Conference on Machine Learning, Optimization and Data science (LOD) in MACHINE LEARNING, OPTIMIZATION, AND DATA SCIENCE, LOD 2023, PT I, VOLUME: 14505
INDEXED IN: Scopus WOS CrossRef Unpaywall
IN MY: ORCID | CIÊNCIAVITAE
2
TITLE: Causal Graph Discovery for Explainable Insights on Marine Biotoxin Shellfish Contamination
AUTHORS: Diogo Ribeiro; Filipe Ferraz; Marta Lopes ; Susana Rodrigues; Pedro Reis Costa; Susana Vinga ; Alexandra Carvalho ;
PUBLISHED: 2023, SOURCE: 24th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2023 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 14404 LNCS
INDEXED IN: Scopus CrossRef Unpaywall
IN MY: ORCID | CIÊNCIAVITAE
3
TITLE: Using Markov chains and temporal alignment to identify clinical patterns in Dementia  Full Text
AUTHORS: Costa, Luisa Marote; Colaco, Joao; Carvalho, Alexandra M. ; Vinga, Susana ; Teixeira, Andreia Sofia;
PUBLISHED: 2023, SOURCE: JOURNAL OF BIOMEDICAL INFORMATICS, VOLUME: 140
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
4
TITLE: Zgli: A Pipeline for Clustering by Compression with Application to Patient Stratification in Spondyloarthritis  Full Text
AUTHORS: Azevedo, Diogo; Rodrigues, Ana Maria; Canhao, Helena; Carvalho, Alexandra M. ; Souto, Andre ;
PUBLISHED: 2023, SOURCE: SENSORS, VOLUME: 23, ISSUE: 3
INDEXED IN: Scopus WOS CrossRef: 3
IN MY: ORCID | CIÊNCIAVITAE
5
TITLE: Dynamic Bayesian networks for stratification of disease progression in amyotrophic lateral sclerosis  Full Text
AUTHORS: Gromicho, Marta; Leao, Tiago; Santos, Miguel Oliveira; Pinto, Susana; Carvalho, Alexandra M. ; Madeira, Sara C. ; De Carvalho, Mamede;
PUBLISHED: 2022, SOURCE: EUROPEAN JOURNAL OF NEUROLOGY, VOLUME: 29, ISSUE: 8
INDEXED IN: Scopus WOS CrossRef: 6
IN MY: ORCID | CIÊNCIAVITAE
6
TITLE: Model Complexity in Statistical Manifolds: The Role of Curvature
AUTHORS: Mera, Bruno; Mateus, Paulo; Carvalho, Alexandra M. ;
PUBLISHED: 2022, SOURCE: IEEE TRANSACTIONS ON INFORMATION THEORY, VOLUME: 68, ISSUE: 9
INDEXED IN: Scopus WOS CrossRef: 1
IN MY: ORCID | CIÊNCIAVITAE
7
TITLE: Coupling sparse Cox models with clustering of longitudinal transcriptomics data for trauma prognosis  Full Text
AUTHORS: Constantino, CS; Carvalho, AM ; Vinga, S ;
PUBLISHED: 2021, SOURCE: BIODATA MINING, VOLUME: 14, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
8
TITLE: Latent Variable Modelling and Variational Inference for scRNA-seq Differential Expression Analysis
AUTHORS: Joana Godinho; Alexandra M Carvalho ; Susana Vinga;
PUBLISHED: 2021, SOURCE: Lecture Notes in Computer Science - Computational Advances in Bio and Medical Sciences
INDEXED IN: CrossRef
IN MY: ORCID | CIÊNCIAVITAE
9
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
INDEXED IN: WOS CrossRef
IN MY: ORCID | CIÊNCIAVITAE
10
TITLE: Outlier Detection for Multivariate Time Series Using Dynamic Bayesian Networks
AUTHORS: Serras, JL; Vinga, S ; Carvalho, AM ;
PUBLISHED: 2021, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 11, ISSUE: 4
INDEXED IN: Scopus WOS CrossRef: 5
IN MY: ORCID | CIÊNCIAVITAE
Page 1 of 5. Total results: 41.

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