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TITLE: A Multi-spot Murmur Sound Detection Algorithm and Its Application to a Pediatric and Neonate Population
AUTHORS: Oliveira, M; Oliveira, J; Camacho, R ; Ferreira, C ;
PUBLISHED: 2021, SOURCE: 14th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) / 14th Int Conf on Bio-inspired Systems and Signal Processing (BIOSIGNALS) / 14th Int Conf on Biomedical Electronics and Devices (BIODEVICES) in BIOSIGNALS: PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES - VOL 4: BIOSIGNALS
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2
TITLE: CAUSAL DISCOVERY IN MACHINE LEARNING: THEORIES AND APPLICATIONS
AUTHORS: Nogueira, AR ; Gama, J ; Ferreira, CA ;
PUBLISHED: 2021, SOURCE: JOURNAL OF DYNAMICS AND GAMES, VOLUME: 8, ISSUE: 3
INDEXED IN: Scopus WOS CrossRef: 2
IN MY: ORCID
3
TITLE: Do we really need a segmentation step in heart sound classification algorithms?  Full Text
AUTHORS: Oliveira, Jorge; Nogueira, Diogo ; Renna, Francesco ; Ferreira, Carlos ; Jorge, Alipio M. ; Coimbra, Miguel ;
PUBLISHED: 2021, SOURCE: 43rd Annual International Conference of the IEEE-Engineering-in-Medicine-and-Biology-Society (IEEE EMBC) in 2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC)
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4
TITLE: Generalised Partial Association in Causal Rules Discovery
AUTHORS: Nogueira, Ana Rita ; Ferreira, Carlos ; Gama, Joao ; Pinto, Alberto ;
PUBLISHED: 2021, SOURCE: 20th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021), VOLUME: 12981
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5
TITLE: Predicting Predawn Leaf Water Potential up to Seven Days Using Machine Learning
AUTHORS: Fares, Ahmed A. ; Vasconcelos, Fabio; Mendes Moreira, Joao ; Ferreira, Carlos ;
PUBLISHED: 2021, SOURCE: 20th EPIA Conference on Artificial Intelligence (EPIA) in PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021), VOLUME: 12981
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6
TITLE: Semi-causal decision trees  Full Text
AUTHORS: Nogueira, AR ; Ferreira, CA ; Gama, J ;
PUBLISHED: 2021, SOURCE: PROGRESS IN ARTIFICIAL INTELLIGENCE, VOLUME: 11, ISSUE: 1
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7
TITLE: The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification
AUTHORS: Oliveira, Jorge; Francesco Renna ; Paulo Costa; Diogo Nogueira ; Cristina Oliveira; Carlos Ferreira ; Alipio Jorge ; Sandra Mattos; Thameni Hatem; Thiago Tavares; Andoni Elola; Ali Rad; Reza Sameni; Gari D Clifford; Miguel Tavares Coimbra ;
PUBLISHED: 2021, SOURCE: IEEE Journal of Biomedical and Health Informatics, VOLUME: abs/2108.00813
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8
TITLE: Brain-Computer Interaction and Silent Speech Recognition on Decentralized Messaging Applications
AUTHORS: Arteiro, L; Lourenço, F; Escudeiro, P; Ferreira, C ;
PUBLISHED: 2020, SOURCE: 22nd International Conference on Human-Computer Interaction, HCII 2020 in Communications in Computer and Information Science, VOLUME: 1226 CCIS
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9
TITLE: Improving Prediction with Causal Probabilistic Variables
AUTHORS: Nogueira, AR ; Gama, J ; Ferreira, CA ;
PUBLISHED: 2020, SOURCE: 18th International Symposium on Intelligent Data Analysis (IDA) in ADVANCES IN INTELLIGENT DATA ANALYSIS XVIII, IDA 2020, VOLUME: 12080
INDEXED IN: Scopus WOS DBLP CrossRef: 1
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10
TITLE: Classifying Heart Sounds Using Images of Motifs, MFCC and Temporal Features  Full Text
AUTHORS: Diogo Marcelo Nogueira ; Carlos Abreu Ferreira ; Elsa Ferreira Gomes ; Alipio M Jorge ;
PUBLISHED: 2019, SOURCE: JOURNAL OF MEDICAL SYSTEMS, VOLUME: 43, ISSUE: 6
INDEXED IN: Scopus WOS DBLP CrossRef: 30
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