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Details

  • Name

    Carlos Ferreira
  • Cluster

    Computer Science
  • Role

    Senior Researcher
  • Since

    01st January 2010
002
Publications

2021

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;

Publication
Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies

Abstract

2021

Causal discovery in machine learning: Theories and applications

Authors
Nogueira, AR; Gama, J; Ferreira, CA;

Publication
Journal of Dynamics & Games

Abstract

2021

Predicting Predawn Leaf Water Potential up to Seven Days Using Machine Learning

Authors
Fares, AA; Vasconcelos, F; Mendes-Moreira, J; Ferreira, C;

Publication
Progress in Artificial Intelligence - 20th EPIA Conference on Artificial Intelligence, EPIA 2021, Virtual Event, September 7-9, 2021, Proceedings

Abstract

2021

Generalised Partial Association in Causal Rules Discovery

Authors
Nogueira, AR; Ferreira, C; Gama, J; Pinto, A;

Publication
Progress in Artificial Intelligence - 20th EPIA Conference on Artificial Intelligence, EPIA 2021, Virtual Event, September 7-9, 2021, Proceedings

Abstract

2021

Do we really need a segmentation step in heart sound classification algorithms?

Authors
Oliveira, J; Nogueira, DM; Renna, F; Ferreira, CA; Jorge, AM; Coimbra, MT;

Publication
43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, EMBC 2021, Mexico, November 1-5, 2021

Abstract

Supervised
thesis

2021

Students association management - strategy formulation and support tools

Author
JAKUB KARLO

Institution
IPP-ISEP

2021

Football Learning - Avaliação de Jogadores de Futebol usando Machine Learning

Author
DOMINGOS BERNARDINO PEREIRA DA COSTA

Institution
IPP-ISEP

2021

Sistema para a otimização do escalonamento do bloco operatório

Author
DIOGO FERNANDO FERREIRA COELHO

Institution
IPP-ISEP

2021

Métodos de previsão de tendência de mercados de ações

Author
MIGUEL ALEXANDRE BORGES DA SILVA

Institution
IPP-ISEP

2021

Previsão da Evolução do Covid-19 por Região

Author
MARCELO ZEFERINO VIEIRA FERREIRA

Institution
IPP-ISEP