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Details

Details

  • Name

    Carlos Ferreira
  • Cluster

    Computer Science
  • Role

    Senior Researcher
  • Since

    01st January 2010
002
Publications

2022

The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification

Authors
Oliveira, J; Renna, F; Costa, PD; Nogueira, M; Oliveira, C; Ferreira, C; Jorge, A; Mattos, S; Hatem, T; Tavares, T; Elola, A; Rad, AB; Sameni, R; Clifford, GD; Coimbra, MT;

Publication
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

Abstract

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
BIOSIGNALS: PROCEEDINGS OF THE 14TH INTERNATIONAL JOINT CONFERENCE ON BIOMEDICAL ENGINEERING SYSTEMS AND TECHNOLOGIES - VOL 4: BIOSIGNALS

Abstract

2021

Causal discovery in machine learning: Theories and applications

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

Publication
JOURNAL OF DYNAMICS AND 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 (EPIA 2021)

Abstract

2021

Generalised Partial Association in Causal Rules Discovery

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

Publication
PROGRESS IN ARTIFICIAL INTELLIGENCE (EPIA 2021)

Abstract

Supervised
thesis

2021

Football Learning - Avaliação de Jogadores de Futebol usando Machine Learning

Author
DOMINGOS BERNARDINO PEREIRA DA COSTA

Institution
IPP-ISEP

2021

Previsão da Evolução do Covid-19 por Região

Author
MARCELO ZEFERINO VIEIRA FERREIRA

Institution
IPP-ISEP

2020

Previsão do Pagamento em Atraso de Faturas

Author
PEDRO JOSÉ GONÇALVES PORTELA FALHAS DA COSTA

Institution
IPP-ISEP

2020

Sistema de Recomendação em tempo real para E-commerce

Author
RICARDO JORGE COELHO LIMA

Institution
IPP-ISEP

2020

Recommender Systems for Grocery Retail - A Machine Learning Approach

Author
XAVIER DOS SANTOS SILVA

Institution
IPP-ISEP