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TITLE: CORKI: A Correlation-Driven Imputation Method for Partial Annotation Scenarios in Multi-label Clinical Problems
AUTHORS: Santos, Ricardo; Ribeiro, Bruno; Curioso, Isabel; Barandas, Marilia; Carreiro, Andre V.; Gamboa, Hugo; Coelho, Pedro; Fragata, Jose; Sousa, Ines;
PUBLISHED: 2025, SOURCE: 8th European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases in MACHINE LEARNING AND PRINCIPLES AND PRACTICE OF KNOWLEDGE DISCOVERY IN DATABASES, ECML PKDD 2023, PT IV, VOLUME: 2136
INDEXED IN: Scopus WOS
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TITLE: Voice Assessment in Patients with Amyotrophic Lateral Sclerosis: An Exploratory Study on Associations with Bulbar and Respiratory Function  Full Text
AUTHORS: Rocha, Pedro Santos; Bento, Nuno; Svaerd, Hanna; Lopes, Diana Monteiro; Hespanhol, Sandra; Folgado, Duarte; Carreiro, Andre Valerio; de Carvalho, Mamede; Miranda, Bruno;
PUBLISHED: 2024, SOURCE: BRAIN SCIENCES, VOLUME: 14, ISSUE: 11
INDEXED IN: Scopus WOS
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TITLE: Addressing the Curse of Missing Data in Clinical Contexts: A Novel Approach to Correlation-based Imputation
AUTHORS: Curioso, Isabel; Santos, Ricardo; Ribeiro, Bruno; Carreiro, Andre; Coelho, Pedro; Fragata, Jose; Gamboa, Hugo ;
PUBLISHED: 2023, SOURCE: JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, VOLUME: 35, ISSUE: 6
INDEXED IN: Scopus WOS CrossRef: 1
4
TITLE: Quantifying the Displacement of Data Matrix Code Modules: A Comparative Study of Different Approximation Approaches for Predictive Maintenance of Drop-on-Demand Printing Systems
AUTHORS: Bischoff, Peter; Carreiro, Andre V.; Schuster, Christiane; Haertling, Thomas;
PUBLISHED: 2023, SOURCE: JOURNAL OF IMAGING, VOLUME: 9, ISSUE: 7
INDEXED IN: Scopus WOS
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TITLE: Exploring Regularization Methods for Domain Generalization in Accelerometer-Based Human Activity Recognition  Full Text
AUTHORS: Bento, Nuno; Rebelo, Joana; Carreiro, Andre V.; Ravache, Francois; Barandas, Marilia;
PUBLISHED: 2023, SOURCE: SENSORS, VOLUME: 23, ISSUE: 14
INDEXED IN: Scopus WOS
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TITLE: Posture Risk Assessment in an Automotive Assembly Line Using Inertial Sensors
AUTHORS: Nunes, Maria Lua; Folgado, Duarte; Fujao, Carlos; Silva, Luis; Rodrigues, Joao; Matias, Pedro; Barandas, Marilia; Carreiro, Andre, V; Madeira, Sara ; Gamboa, Hugo ;
PUBLISHED: 2022, SOURCE: IEEE ACCESS, VOLUME: 10
INDEXED IN: Scopus WOS DBLP CrossRef: 2
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TITLE: En route to automated maintenance of industrial printing systems: digital quantification of print-quality factors based on induced printing failure
AUTHORS: Bischoff, Peter; Carreiro, Andre, V; Kroh, Christoph; Schuster, Christiane; Haertling, Thomas;
PUBLISHED: 2022, SOURCE: JOURNAL OF SENSORS AND SENSOR SYSTEMS, VOLUME: 11, ISSUE: 2
INDEXED IN: Scopus WOS
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TITLE: Clinically Relevant Sound-Based Features in COVID-19 Identification: Robustness Assessment With a Data-Centric Machine Learning Pipeline
AUTHORS: Matias, Pedro; Costa, Joao; Carreiro, Andre, V; Gamboa, Hugo ; Sousa, Ines; Gomez, Pedro; Sousa, Joana; Neuparth, Nuno ; Carreiro Martins, Pedro; Soares, Filipe;
PUBLISHED: 2022, SOURCE: IEEE ACCESS, VOLUME: 10
INDEXED IN: Scopus WOS CrossRef: 1
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TITLE: Comparing Handcrafted Features and Deep Neural Representations for Domain Generalization in Human Activity Recognition  Full Text
AUTHORS: Bento, Nuno; Rebelo, Joana; Barandas, Marilia; Carreiro, Andre, V; Campagner, Andrea; Cabitza, Federico; Gamboa, Hugo ;
PUBLISHED: 2022, SOURCE: SENSORS, VOLUME: 22, ISSUE: 19
INDEXED IN: Scopus WOS CrossRef: 3
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TITLE: Rifampicin-induced disseminated intravascular coagulation: An antibody-mediated side effect
AUTHORS: Sousa, G; Carreiro, A; Duarte, P;
PUBLISHED: 2021, SOURCE: PULMONOLOGY, VOLUME: 27, ISSUE: 3
INDEXED IN: Scopus WOS
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