| A survey on wind power ramp forecasting. C Ferreira, J Gama, L Matias, A Botterud, J Wang Argonne National Laboratory (ANL), 2011 | 237 | 2011 |
| The CirCor DigiScope dataset: from murmur detection to murmur classification J Oliveira, F Renna, PD Costa, M Nogueira, C Oliveira, C Ferreira, ... IEEE journal of biomedical and health informatics 26 (6), 2524-2535, 2021 | 152 | 2021 |
| Classifying heart sounds using images of motifs, MFCC and temporal features DM Nogueira, CA Ferreira, EF Gomes, AM Jorge Journal of medical systems 43 (6), 168, 2019 | 107 | 2019 |
| Residential monitoring to decrease energy use and carbon emissions in Europe A De Almeida, P Fonseca, B Schlomann, N Feilberg, C Ferreira International Energy Efficiency in Domestic Appliances & Lighting Conference, 2006 | 90 | 2006 |
| Adaptive model rules from data streams E Almeida, C Ferreira, J Gama Machine Learning and Knowledge Discovery in Databases: European Conference …, 2013 | 74 | 2013 |
| Automatic classification of anuran sounds using convolutional neural networks J Colonna, T Peet, CA Ferreira, AM Jorge, EF Gomes, J Gama Proceedings of the ninth international c* conference on computer science …, 2016 | 55 | 2016 |
| Machine Learning predictive model of grapevine yield based on agroclimatic patterns MS Sirsat, J Mendes-Moreira, C Ferreira, M Cunha Engineering in Agriculture, Environment and Food 12 (4), 443-450, 2019 | 45 | 2019 |
| Bus bunching detection by mining sequences of headway deviations L Moreira-Matias, C Ferreira, J Gama, J Mendes-Moreira, JF de Sousa Advances in Data Mining. Applications and Theoretical Aspects: 12th …, 2012 | 42 | 2012 |
| Causal discovery in machine learning: Theories and applications. AR Nogueira, J Gama, CA Ferreira Journal of Dynamics & Games 8 (3), 2021 | 33 | 2021 |
| Gait stride-to-stride variability and foot clearance pattern analysis in Idiopathic Parkinson’s Disease and Vascular Parkinsonism F Ferreira, MF Gago, E Bicho, C Carvalho, N Mollaei, L Rodrigues, ... Journal of biomechanics 92, 98-104, 2019 | 33 | 2019 |
| Classifying heart sounds using images of MFCC and temporal features DM Nogueira, CA Ferreira, AM Jorge Progress in Artificial Intelligence: 18th EPIA Conference on Artificial …, 2017 | 32 | 2017 |
| Probabilistic ramp detection and forecasting for wind power prediction C Ferreira, J Gama, V Miranda, A Botterud Reliability and risk evaluation of wind integrated power systems, 29-44, 2013 | 28 | 2013 |
| The CirCor DigiScope Phonocardiogram Dataset J Oliveira, F Renna, P Costa, M Nogueira, AC Oliveira, A Elola, C Ferreira, ... IEEE Conference, 2022 | 21 | 2022 |
| Artificial neural networks classification of patients with Parkinsonism based on gait C Fernandes, L Fonseca, F Ferreira, M Gago, L Costa, N Sousa, ... 2018 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2018 | 20 | 2018 |
| Predicting Ramp Events with a Stream-based HMM framework CA Ferreira, J Gama, V Santos Costa, V Miranda, A Botterud Discovery Science: 15th International Conference, DS 2012, Lyon, France …, 2012 | 17 | 2012 |
| Bus bunching detection: A sequence mining approach L Moreira-Matias, C Ferreira, J Gama, J Mendes-Moreira, JF de Sousa Workshop on Ubiquitous Data Mining, 13, 2012 | 12 | 2012 |
| Development and testing of improved statistical wind power forecasting methods. J Mendes, RJ Bessa, H Keko, J Sumaili, V Miranda, C Ferreira, J Gama, ... Argonne National Lab.(ANL), Argonne, IL (United States), 2011 | 12 | 2011 |
| Learning model rules from high-speed data streams ED Almeida, C Ferreira, J Gama | 10 | 2013 |
| RUSE-WARMR: rule selection for classifier induction in multi-relational data-sets CA Ferreira, J Gama, VS Costa 2008 20th IEEE International Conference on Tools with Artificial …, 2008 | 10 | 2008 |
| Identification of morphologically cryptic species with computer vision models: wall lizards (Squamata: Lacertidae: Podarcis) as a case study C Pinho, A Kaliontzopoulou, CA Ferreira, J Gama Zoological Journal of the Linnean Society 198 (1), 184-201, 2023 | 9 | 2023 |
Joao GamaProfessor, Faculty of Economics, University of Porto, and INESC TECVerified email at fep.up.pt