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Carlos Abreu Ferreira

Observed names: Carlos A Ferreira, Carlos Ferreira, Ferreira, Carlos A
ORCID: 0000-0001-9933-8287
Observed ORCID: 0000-0001-9933-8287
OpenAlex ID: A5101665803
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification
2021 · Jorge Oliveira, Francesco Renna, et al. · IEEE Journal of Biomedical and Health Informatics · 234
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Classifying Heart Sounds Using Images of Motifs, MFCC and Temporal Features
2019 · Diogo Marcelo Nogueira, Carlos Abreu Ferreira, et al. · Journal of Medical Systems · 123
Adaptive Model Rules from Data Streams
2013 · Ezilda Almeida, Carlos Ferreira, et al. · Lecture notes in computer science · 61
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Automatic Classification of Anuran Sounds Using Convolutional Neural Networks
2016 · Juan Colonna, Tanel Peet, et al. · International C* Conference on Computer Science & Software Engineering · 47
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Causal discovery in machine learning: Theories and applications
2021 · Ana Rita Nogueira, João Gama, et al. · Journal of Dynamics and Games · 39
Bus Bunching Detection by Mining Sequences of Headway Deviations
2012 · Luís Moreira-Matias, Carlos Ferreira, et al. · Lecture notes in computer science · 33
Classifying Heart Sounds Using Images of MFCC and Temporal Features
2017 · Diogo Marcelo Nogueira, Carlos Abreu Ferreira, et al. · Lecture notes in computer science · 22
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Identification of morphologically cryptic species with computer vision models: wall lizards (Squamata: Lacertidae: Podarcis) as a case study
2022 · Catarina Pinho, Antigoni Kaliontzopoulou, et al. · Zoological Journal of the Linnean Society · 14
Predicting Ramp Events with a Stream-Based HMM Framework
2012 · Carlos Abreu Ferreira, João Gama, et al. · Lecture notes in computer science · 12
Heart Sounds Classification Using Images from Wavelet Transformation
2019 · Diogo Marcelo Nogueira, Mohammad Nozari Zarmehri, et al. · Lecture notes in computer science · 7
RUSE-WARMR: Rule Selection for Classifier Induction in Multi-relational Data-Sets
2008 · Carlos Abreu Ferreira, João Gama, et al. · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 7
Exploring multi-relational temporal databases with a propositional sequence miner
2015 · Carlos Abreu Ferreira, João Gama, et al. · Progress in Artificial Intelligence · 6
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Identifying Relationships in Transactional Data
2012 · Melissa Rodrigues, João Gama, et al. · Lecture notes in computer science · 5
Improving Prediction with Causal Probabilistic Variables
2020 · Ana Rita Nogueira, João Gama, et al. · Lecture notes in computer science · 4
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Constrained Sequential Pattern Knowledge in Multi-relational Learning
2011 · Carlos Abreu Ferreira, João Gama, et al. · Lecture notes in computer science · 4
Semi-causal decision trees
2021 · Ana Rita Nogueira, Carlos Abreu Ferreira, et al. · Progress in Artificial Intelligence · 3
Code Generator from Mockups
2019 · Paulo Francisco Ferreira Pereira, Fátima Rodrigues, et al. · Iberian Conference on Information Systems and Technologies (CISTI) · 3
Sequential Pattern Mining in Multi-relational Datasets
2010 · Carlos Abreu Ferreira, João Gama, et al. · Lecture notes in computer science · 3
Temporal Nodes Causal Discovery for in Intensive Care Unit Survival Analysis
2022 · Ana Rita Nogueira, Carlos Abreu Ferreira, et al. · Lecture notes in computer science · 2
Contrasting logical sequences in multi-relational learning
2019 · Carlos Abreu Ferreira, João Gama, et al. · Progress in Artificial Intelligence · 2
Predictive Sequence Miner in ILP Learning
2012 · Carlos Abreu Ferreira, João Gama, et al. · Lecture notes in computer science · 2
Improving acute kidney injury detection with conditional probabilities
2018 · Ana Rita Nogueira, Carlos Abreu Ferreira, et al. · Intelligent Data Analysis · 1
Agribusiness Intelligence: Grape Production Forecast Using Data Mining Techniques
2018 · Rosana Cavalcante de Oliveira, João Mendes-Moreira, et al. · Advances in intelligent systems and computing · 1
Acute Kidney Injury Detection: An Alarm System to Improve Early Treatment
2017 · Ana Rita Nogueira, Carlos Abreu Ferreira, et al. · Lecture notes in computer science · 1
Fine-Tuning Transformer-Based LLMs in Hierarchical Text Classification
2025 · Joana Santos, Nuno Silva, et al. · Lecture notes in computer science
Works count: 59
Citation count: 636
H-index: 9
I10-index: 9
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