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ORCIDCarlos Abreu Ferreira
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2020 – today
- 2024
[c28]Matías Molina
, Bruno Veloso, Carlos Abreu Ferreira, Rita P. Ribeiro, João Gama:
More (Enough) Is Better: Towards Few-Shot Illegal Landfill Waste Segmentation. ECAI 2024: 4547-4554- 2023
- [c27]Catarina Costa, Carlos Abreu Ferreira:
Modeling the Ink Tuning Process Using Machine Learning. IDEAL 2023: 393-405 - 2022
- [j6]Ana Rita Nogueira, Carlos Abreu Ferreira, João Gama:
Semi-causal decision trees. Prog. Artif. Intell. 11(1): 105-119 (2022) - [j5]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:
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification. IEEE J. Biomed. Health Informatics 26(6): 2524-2535 (2022) - [c26]Jorge Oliveira, Diogo Marcelo Nogueira, Carlos Abreu Ferreira, Alípio M. Jorge, Miguel T. Coimbra:
The robustness of Random Forest and Support Vector Machine Algorithms to a Faulty Heart Sound Segmentation. EMBC 2022: 1989-1992 - [c25]Ana Rita Nogueira, Carlos Abreu Ferreira, João Gama:
Temporal Nodes Causal Discovery for in Intensive Care Unit Survival Analysis. EPIA 2022: 587-598 - 2021
- [c24]Marisa Oliveira, Jorge Oliveira, Rui Camacho, Carlos Abreu Ferreira:
A Multi-spot Murmur Sound Detection Algorithm and Its Application to a Pediatric and Neonate Population. BIOSIGNALS 2021: 228-234 - [c23]Jorge Oliveira, Diogo Marcelo Nogueira, Francesco Renna, Carlos Abreu Ferreira, Alípio M. Jorge, Miguel Tavares Coimbra:
Do we really need a segmentation step in heart sound classification algorithms? EMBC 2021: 286-289 - [c22]Ahmed Fares, Fábio Vasconcelos, João Mendes-Moreira, Carlos Abreu Ferreira:
Predicting Predawn Leaf Water Potential up to Seven Days Using Machine Learning. EPIA 2021: 39-50 - [c21]Ana Rita Nogueira, Carlos Abreu Ferreira, João Gama, Alberto A. Pinto:
Generalised Partial Association in Causal Rules Discovery. EPIA 2021: 485-497 - [c20]João Martins, Goreti Marreiros, Carlos Abreu Ferreira:
Decision Support System for Facility Location Problems in Fleet Management. ISAmI 2021: 159-169 - [i1]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:
The CirCor DigiScope Dataset: From Murmur Detection to Murmur Classification. CoRR abs/2108.00813 (2021) - 2020
- [c19]Ana Rita Nogueira, João Gama, Carlos Abreu Ferreira:
Improving Prediction with Causal Probabilistic Variables. IDA 2020: 379-390
2010 – 2019
- 2019
- [j4]Diogo Marcelo Nogueira, Carlos Abreu Ferreira, Elsa Ferreira Gomes, Alípio M. Jorge:
Classifying Heart Sounds Using Images of Motifs, MFCC and Temporal Features. J. Medical Syst. 43(6): 168:1-168:13 (2019) - [j3]Carlos Abreu Ferreira, João Gama, Vítor Santos Costa:
Contrasting logical sequences in multi-relational learning. Prog. Artif. Intell. 8(4): 487-503 (2019) - [c18]Jorge Oliveira, Diogo Marcelo Nogueira, Cléber Ramos, Francesco Renna, Carlos Abreu Ferreira, Miguel T. Coimbra:
Using Soft Attention Mechanisms to Classify Heart Sounds. EMBC 2019: 6669-6672 - [c17]Ana Silva, Pedro Campos, Carlos Abreu Ferreira:
Sequence and Network Mining of Touristic Routes Based on Flickr Geotagged Photos. EPIA (2) 2019: 133-144 - [c16]Diogo Marcelo Nogueira, Mohammad Nozari Zarmehri, Carlos Abreu Ferreira, Alípio M. Jorge, Luis Antunes:
Heart Sounds Classification Using Images from Wavelet Transformation. EPIA (1) 2019: 311-322 - 2018
- [j2]Ana Rita Nogueira, Carlos Abreu Ferreira, João Gama:
Improving acute kidney injury detection with conditional probabilities. Intell. Data Anal. 22(6): 1355-1374 (2018) - [c15]Carlos Fernandes, Luis Fonseca, Flora J. Ferreira, Miguel F. Gago, Luís Costa, Nuno J. Sousa, Carlos Abreu Ferreira, João Gama, Wolfram Erlhagen, Estela Bicho:
Artificial Neural Networks Classification of Patients with Parkinsonism based on Gait. BIBM 2018: 2024-2030 - [c14]Rosana Cavalcante de Oliveira, João Mendes-Moreira, Carlos Abreu Ferreira:
Agribusiness Intelligence: Grape Production Forecast Using Data Mining Techniques. WorldCIST (3) 2018: 3-8 - 2017
- [c13]Diogo Marcelo Nogueira, Carlos Abreu Ferreira, Alípio M. Jorge:
Classifying Heart Sounds Using Images of MFCC and Temporal Features. EPIA 2017: 186-203 - [c12]Ana Rita Nogueira, Carlos Abreu Ferreira, João Gama:
Acute Kidney Injury Detection: An Alarm System to Improve Early Treatment. ISMIS 2017: 57-63 - 2016
- [c11]Juan Gabriel Colonna, Tanel Peet, Carlos Abreu Ferreira, Alípio Mário Jorge, Elsa Ferreira Gomes, João Gama:
Automatic Classification of Anuran Sounds Using Convolutional Neural Networks. C3S2E 2016: 73-78 - 2015
- [j1]Carlos Abreu Ferreira, João Gama, Vítor Santos Costa:
Exploring multi-relational temporal databases with a propositional sequence miner. Prog. Artif. Intell. 4(1-2): 11-20 (2015) - 2013
- [c10]Ezilda Almeida, Carlos Abreu Ferreira, João Gama:
Learning Model Rules From High-Speed Data Streams. UDM@IJCAI 2013: 10 - [c9]Ezilda Almeida, Carlos Abreu Ferreira, João Gama:
Adaptive Model Rules from Data Streams. ECML/PKDD (1) 2013: 480-492 - [e1]João Gama, Michael May, Nuno Cavalheiro Marques, Paulo Cortez, Carlos Abreu Ferreira:
Proceedings of the 3rd Workshop on Ubiquitous Data Mining co-located with the 23rd International Joint Conference on Artificial Intelligence (IJCAI 2013), Beijing, China, August 3, 2013. CEUR Workshop Proceedings 1088, CEUR-WS.org 2013 [contents] - 2012
- [c8]Carlos Abreu Ferreira, João Gama, Vítor Santos Costa, Vladimiro Miranda, Audun Botterud:
Predicting Ramp Events with a Stream-Based HMM Framework. Discovery Science 2012: 224-238 - [c7]Melissa Rodrigues, João Gama, Carlos Abreu Ferreira:
Identifying Relationships in Transactional Data. IBERAMIA 2012: 81-90 - [c6]Luís Moreira-Matias, Carlos Abreu Ferreira, João Gama, João Mendes-Moreira, Jorge Freire de Sousa:
Bus Bunching Detection by Mining Sequences of Headway Deviations. ICDM 2012: 77-91 - 2011
- [c5]Carlos Abreu Ferreira, João Gama, Vítor Santos Costa:
Constrained Sequential Pattern Knowledge in Multi-relational Learning. EPIA 2011: 282-296 - [c4]Carlos Abreu Ferreira, João Gama, Vítor Santos Costa:
Predictive Sequence Miner in ILP Learning. ILP 2011: 130-144 - [c3]Carlos Abreu Ferreira, João Gama, Vítor Santos Costa:
Sequential Pattern Knowledge in Multi-Relational Learning. ISCIS 2011: 539-545
2000 – 2009
- 2009
- [c2]Carlos Abreu Ferreira, João Gama, Vítor Santos Costa:
Sequential Pattern Mining in Multi-relational Datasets. CAEPIA 2009: 121-130 - 2008
- [c1]Carlos Abreu Ferreira, João Gama, Vítor Santos Costa:
RUSE-WARMR: Rule Selection for Classifier Induction in Multi-relational Data-Sets. ICTAI (1) 2008: 379-386
Coauthor Index
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