Carlos Ferreira

17 papers A* 1B 1Misc 2Journal 3Unranked 10
YearRankTypeTitle / Venue / Authors
2025 B conf
Fine-Tuning Transformer-Based LLMs in Hierarchical Text Classification.
DS
Joana Santos, Nuno Silva, Carlos Ferreira, João Gama
2024 J jnl
Map-matching methods in agriculture.
Comput. Electron. Agric.
Aníbal Silva, João Mendes-Moreira, Carlos Ferreira, Nuno Costa, Duarte Dias
2024 — conf
Online News Classification Using Large Language Models with Semantic Enrichment.
EKAW (Companion)
Joana Santos, Nuno Silva, Carlos Ferreira, João Gama
2022 J jnl
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification.
IEEE J. Biomed. Health Informatics
Jorge Oliveira, Francesco Renna, Paulo Dias Costa, Diogo Marcelo Nogueira, Cristina Oliveira, Carlos 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 — conf
The robustness of Random Forest and Support Vector Machine Algorithms to a Faulty Heart Sound Segmentation.
EMBC
Jorge Oliveira, Diogo Marcelo Nogueira, Carlos Ferreira, Alípio M. Jorge, Miguel T. Coimbra
2021 — conf
A Multi-spot Murmur Sound Detection Algorithm and Its Application to a Pediatric and Neonate Population.
BIOSIGNALS
Marisa Oliveira, Jorge Oliveira, Rui Camacho, Carlos Ferreira
2021 — conf
Do we really need a segmentation step in heart sound classification algorithms?
EMBC
Jorge Oliveira, Diogo Marcelo Nogueira, Francesco Renna, Carlos Ferreira, Alípio M. Jorge, Miguel Tavares Coimbra
2021 Misc conf
Generalised Partial Association in Causal Rules Discovery.
EPIA
Ana Rita Nogueira, Carlos Ferreira, João Gama, Alberto A. Pinto
2021 Misc conf
Predicting Predawn Leaf Water Potential up to Seven Days Using Machine Learning.
EPIA
Ahmed A. Fares, Fábio Vasconcelos, João Mendes-Moreira, Carlos Ferreira
2021 J jnl
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification.
CoRR
Jorge Oliveira, Francesco Renna, Paulo Dias Costa, Diogo Marcelo Nogueira, Cristina Oliveira, Carlos 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
2020 — conf
Brain-Computer Interaction and Silent Speech Recognition on Decentralized Messaging Applications.
HCI (40)
Luís Arteiro, Fábio Lourenço, Paula Escudeiro, Carlos Ferreira
2019 — conf
Sequence and Network Mining of Touristic Routes Based on Flickr Geotagged Photos.
EPIA (2)
Ana Silva, Pedro Campos, Carlos Ferreira
2019 — conf
Using Soft Attention Mechanisms to Classify Heart Sounds.
EMBC
Jorge Oliveira, Diogo Marcelo Nogueira, Cléber Ramos, Francesco Renna, Carlos Ferreira, Miguel T. Coimbra
2018 — conf
Artificial Neural Networks Classification of Patients with Parkinsonism based on Gait.
BIBM
Carlos Fernandes, Luis Fonseca, Flora J. Ferreira, Miguel F. Gago, Luís Costa, Nuno J. Sousa, Carlos Ferreira, João Gama, Wolfram Erlhagen, Estela Bicho
2013 — conf
Adaptive Model Rules from Data Streams.
ECML/PKDD (1)
Ezilda Almeida, Carlos Ferreira, João Gama
2013 — conf
Learning Model Rules From High-Speed Data Streams.
UDM@IJCAI
Ezilda Almeida, Carlos Ferreira, João Gama
2012 A* conf
Bus Bunching Detection by Mining Sequences of Headway Deviations.
ICDM
Luís Moreira-Matias, Carlos Ferreira, João Gama, João Mendes-Moreira, Jorge Freire de Sousa