Carlos Abreu Ferreira

Associate Professor, Instituto Politecnico do Porto

Joined

January 2023

Names

Carlos Abreu Ferreira (Preferred)

Emails

****@isep.ipp.pt (Confirmed)

Personal Links

Career & Education History

Associate Professor

Instituto Politecnico do Porto (ipp.pt)

2019 – Present

PhD student

Universidade do Porto (up.pt)

2009 – 2014

Advisors, Relations & Conflicts

No relations added

Expertise

Machine Learning

2009 – Present

Pattern Mining

2009 – Present

Classification

2009 – Present

Publications

Semi-causal decision trees
Ana Rita Nogueira, Carlos Abreu Ferreira, João Gama
- 2022 (modified: 02 Feb 2023)
- Prog. Artif. Intell. 2022
- Readers: Everyone
Temporal Nodes Causal Discovery for in Intensive Care Unit Survival Analysis
Ana Rita Nogueira, Carlos Abreu Ferreira, João Gama
- 2022 (modified: 02 Feb 2023)
- EPIA 2022
- Readers: Everyone
The robustness of Random Forest and Support Vector Machine Algorithms to a Faulty Heart Sound Segmentation
Jorge Oliveira, Diogo Marcelo Nogueira, Carlos Abreu Ferreira, Alípio M. Jorge, Miguel T. Coimbra
- 2022 (modified: 02 Feb 2023)
- EMBC 2022
- Readers: Everyone
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification
Jorge Oliveira, Francesco Renna, Paulo Dias Costa, Diogo Marcelo Nogueira, Cristina Oliveira, Carlos Abreu Ferreira, Alípio Mário Jorge, Sandra da Silva Mattos, Thamine Hatem, Thiago Tavares, Andoni Elola, Ali Bahrami Rad, Reza Sameni, Gari D. Clifford, Miguel T. Coimbra
- 2022 (modified: 02 Feb 2023)
- IEEE J. Biomed. Health Informatics 2022
- Readers: Everyone
Do we really need a segmentation step in heart sound classification algorithms?
Jorge Oliveira, Diogo Marcelo Nogueira, Francesco Renna, Carlos Abreu Ferreira, Alípio M. Jorge, Miguel Tavares Coimbra
- 2021 (modified: 02 Feb 2023)
- EMBC 2021
- Readers: Everyone
Predicting Predawn Leaf Water Potential up to Seven Days Using Machine Learning
Ahmed Fares, Fábio Vasconcelos, João Mendes-Moreira, Carlos Abreu Ferreira
- 2021 (modified: 02 Feb 2023)
- EPIA 2021
- Readers: Everyone
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification
Jorge Oliveira, Francesco Renna, Paulo Dias Costa, Diogo Marcelo Nogueira, Cristina Oliveira, Carlos Abreu Ferreira, Alípio M. Jorge, Sandra da Silva Mattos, Thamine Hatem, Thiago Tavares, Andoni Elola, Ali Bahrami Rad, Reza Sameni, Gari D. Clifford, Miguel T. Coimbra
- 2021 (modified: 02 Feb 2023)
- CoRR 2021
- Readers: Everyone
Decision Support System for Facility Location Problems in Fleet Management
João Martins, Goreti Marreiros, Carlos Abreu Ferreira
- 2021 (modified: 02 Feb 2023)
- ISAmI 2021
- Readers: Everyone
A Multi-spot Murmur Sound Detection Algorithm and Its Application to a Pediatric and Neonate Population
Marisa Oliveira, Jorge Oliveira, Rui Camacho, Carlos Abreu Ferreira
- 2021 (modified: 02 Feb 2023)
- BIOSIGNALS 2021
- Readers: Everyone
Generalised Partial Association in Causal Rules Discovery
Ana Rita Nogueira, Carlos Abreu Ferreira, João Gama, Alberto A. Pinto
- 2021 (modified: 02 Feb 2023)
- EPIA 2021
- Readers: Everyone

View all 32 publications

Co-Authors

View all 50 co-authors