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: Experimental Investigation and Modelling of the Temperature Effect in Mono-Si Solar Cells using the Novel d1MxP Model
AUTHORS: Catarina Correia Bernardo; Ricardo Marques Lameirinhas; Sofia Lima Martins; João Paulo Torres; António Baptista; Maria João Martins; Marcelino Santos;
PUBLISHED: 2024, SOURCE: 22nd IEEE Mediterranean Electrotechnical Conference, MELECON 2024 in 2024 IEEE 22nd Mediterranean Electrotechnical Conference, MELECON 2024
AUTHORS: Catarina Correia Bernardo; Ricardo Marques Lameirinhas; Sofia Lima Martins; João Paulo Torres; António Baptista; Maria João Martins; Marcelino Santos;
PUBLISHED: 2024, SOURCE: 22nd IEEE Mediterranean Electrotechnical Conference, MELECON 2024 in 2024 IEEE 22nd Mediterranean Electrotechnical Conference, MELECON 2024
INDEXED IN: 
Scopus
Scopus3
TITLE: A Methodology and Testbed to Develop an Energy Model for 5G Virtualized RANs
AUTHORS: Sofia Martins; Ana Aguiar ; Peter Steenkiste;
PUBLISHED: 2024, SOURCE: 59th Annual IEEE International Conference on Communications Workshops, ICC Workshops 2024 in IEEE International Conference on Communications Workshops, ICC 2024 Workshops, Denver, CO, USA, June 9-13, 2024
AUTHORS: Sofia Martins; Ana Aguiar ; Peter Steenkiste;
PUBLISHED: 2024, SOURCE: 59th Annual IEEE International Conference on Communications Workshops, ICC Workshops 2024 in IEEE International Conference on Communications Workshops, ICC 2024 Workshops, Denver, CO, USA, June 9-13, 2024
INDEXED IN: Scopus 
DBLP
Scopus DBLP4
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
5
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
6
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
7
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
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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
INDEXED IN: Scopus
Scopus9
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
AUTHORS: Mera, Bruno; Mateus, Paulo; Carvalho, Alexandra M.;
PUBLISHED: 2022, SOURCE: IEEE TRANSACTIONS ON INFORMATION THEORY, VOLUME: 68, ISSUE: 9
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
AUTHORS: Serras, JL; Vinga, S ; Carvalho, AM;
PUBLISHED: 2021, SOURCE: APPLIED SCIENCES-BASEL, VOLUME: 11, ISSUE: 4
