Alexandra Sofia Martins de Carvalho
AuthID: R-000-0AC
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
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
2
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
AUTHORS: Azevedo, Diogo; Rodrigues, Ana Maria; Canhao, Helena; Carvalho, Alexandra M.; Souto, Andre;
PUBLISHED: 2023, SOURCE: SENSORS, VOLUME: 23, ISSUE: 3
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
AUTHORS: Costa, Luisa Marote; Colaco, Joao; Carvalho, Alexandra M.; Vinga, Susana; Teixeira, Andreia Sofia;
PUBLISHED: 2023, SOURCE: JOURNAL OF BIOMEDICAL INFORMATICS, VOLUME: 140
4
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
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
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
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
6
TITLE: Development of a predictive model of financial performance indicators for organizations with integrated management systems, supported in artificial neural networks
AUTHORS: Freitas, F; Domingues, P; Costa, L; Carvalho, AM;
PUBLISHED: 2022, SOURCE: 5th International Conference on Quality Engineering and Management: A Better World with Quality! Quality in the Digital Transformation, ICQEM 2022 in International Conference on Quality Engineering and Management
AUTHORS: Freitas, F; Domingues, P; Costa, L; Carvalho, AM;
PUBLISHED: 2022, SOURCE: 5th International Conference on Quality Engineering and Management: A Better World with Quality! Quality in the Digital Transformation, ICQEM 2022 in International Conference on Quality Engineering and Management
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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
AUTHORS: Serras, JL; Vinga, S ; Carvalho, AM;
PUBLISHED: 2021, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 11, ISSUE: 4
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TITLE: Predictive Medicine Using Interpretable Recurrent Neural Networks
AUTHORS: Ferreira, A; Madeira, SC; Gromicho, M; de Carvalho, M; Vinga, S; Carvalho, AM;
PUBLISHED: 2021, SOURCE: 25th International Conference on Pattern Recognition Workshops, ICPR 2020 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12661 LNCS
AUTHORS: Ferreira, A; Madeira, SC; Gromicho, M; de Carvalho, M; Vinga, S; Carvalho, AM;
PUBLISHED: 2021, SOURCE: 25th International Conference on Pattern Recognition Workshops, ICPR 2020 in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), VOLUME: 12661 LNCS
9
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
AUTHORS: Constantino, CS; Carvalho, AM; Vinga, S ;
PUBLISHED: 2021, SOURCE: BIODATA MINING, VOLUME: 14, ISSUE: 1
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TITLE: Predicting Biologic Therapy Outcome of Patients With Spondyloarthritis: Joint Models for Longitudinal and Survival Analysis
AUTHORS: Barata, C; Rodrigues, AM; Canhao, H; Vinga, S; Carvalho, AM;
PUBLISHED: 2021, SOURCE: JMIR MEDICAL INFORMATICS, VOLUME: 9, ISSUE: 7
AUTHORS: Barata, C; Rodrigues, AM; Canhao, H; Vinga, S; Carvalho, AM;
PUBLISHED: 2021, SOURCE: JMIR MEDICAL INFORMATICS, VOLUME: 9, ISSUE: 7
