| FEMa: A finite element machine for fast learning DR Pereira, MA Piteri, AN Souza, JP Papa, H Adeli Neural Computing and Applications 32, 6393-6404, 2020 | 275 | 2020 |
| Handwritten dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification CR Pereira, DR Pereira, GH Rosa, VHC Albuquerque, SAT Weber, ... Artificial intelligence in medicine 87, 67-77, 2018 | 202 | 2018 |
| A new computer vision-based approach to aid the diagnosis of Parkinson's disease CR Pereira, DR Pereira, FA Silva, JP Masieiro, SAT Weber, C Hook, ... Computer methods and programs in biomedicine 136, 79-88, 2016 | 178 | 2016 |
| A convolutional neural network approach for counting and geolocating citrus-trees in UAV multispectral imagery LP Osco, MS De Arruda, JM Junior, NB Da Silva, APM Ramos, ... ISPRS Journal of Photogrammetry and Remote Sensing 160, 97-106, 2020 | 165 | 2020 |
| A survey on computer-assisted Parkinson's disease diagnosis CR Pereira, DR Pereira, SAT Weber, C Hook, VHC De Albuquerque, ... Artificial intelligence in medicine 95, 48-63, 2019 | 145 | 2019 |
| Unsupervised non-technical losses identification through optimum-path forest LAP Júnior, CCO Ramos, D Rodrigues, DR Pereira, AN de Souza, ... Electric Power Systems Research 140, 413-423, 2016 | 131 | 2016 |
| A step towards the automated diagnosis of parkinson's disease: Analyzing handwriting movements CR Pereira, DR Pereira, FA Da Silva, C Hook, SAT Weber, LAM Pereira, ... 2015 IEEE 28th international symposium on computer-based medical systems …, 2015 | 123 | 2015 |
| Robust automated cardiac arrhythmia detection in ECG beat signals VHC de Albuquerque, TM Nunes, DR Pereira, EJS Luz, D Menotti, ... Neural Computing and Applications 29, 679-693, 2018 | 93 | 2018 |
| Convolutional neural networks applied for Parkinson’s disease identification CR Pereira, DR Pereira, JP Papa, GH Rosa, XS Yang Machine Learning for Health Informatics: State-Of-The-Art and Future …, 2016 | 84 | 2016 |
| Automatic classification of plant electrophysiological responses to environmental stimuli using machine learning and interval arithmetic DR Pereira, JP Papa, GFR Saraiva, GM Souza Computers and Electronics in Agriculture 145, 35-42, 2018 | 77 | 2018 |
| Social-spider optimization-based support vector machines applied for energy theft detection DR Pereira, MA Pazoti, LAM Pereira, D Rodrigues, CO Ramos, AN Souza, ... Computers & Electrical Engineering 49, 25-38, 2016 | 72 | 2016 |
| Machine learning algorithms for automatic classification of marmoset vocalizations HK Turesson, S Ribeiro, DR Pereira, JP Papa, VHC de Albuquerque PloS one 11 (9), e0163041, 2016 | 54 | 2016 |
| Modeling hyperspectral response of water-stress induced lettuce plants using artificial neural networks LP Osco, APM Ramos, ÉAS Moriya, LG Bavaresco, BC Lima, N Estrabis, ... Remote Sensing 11 (23), 2797, 2019 | 43 | 2019 |
| Evaluation of genotoxic effects in Brazilian agricultural workers exposed to pesticides and cigarette smoke using machine-learning algorithms JS Tomiazzi, MA Judai, GA Nai, DR Pereira, PA Antunes, APA Favareto Environmental Science and Pollution Research 25, 1259-1269, 2018 | 41 | 2018 |
| Performance of machine-learning algorithms to pattern recognition and classification of hearing impairment in Brazilian farmers exposed to pesticide and/or cigarette smoke JS Tomiazzi, DR Pereira, MA Judai, PA Antunes, APA Favareto Environmental Science and Pollution Research 26, 6481-6491, 2019 | 38 | 2019 |
| Quaternion-based deep belief networks fine-tuning JP Papa, GH Rosa, DR Pereira, XS Yang Applied Soft Computing 60, 328-335, 2017 | 38 | 2017 |
| Electrome alterations in a plant-pathogen system: Toward early diagnosis FZ Simmi, LJ Dallagnol, AS Ferreira, DR Pereira, GM Souza Bioelectrochemistry 133, 107493, 2020 | 37 | 2020 |
| Stroke lesion detection using convolutional neural networks DR Pereira, PP Reboucas Filho, GH de Rosa, JP Papa, ... 2018 International joint conference on neural networks (IJCNN), 1-6, 2018 | 36 | 2018 |
| A probabilistic optimum-path forest classifier for non-technical losses detection SEN Fernandes, DR Pereira, CCO Ramos, AN Souza, DS Gastaldello, ... IEEE Transactions on Smart Grid 10 (3), 3226-3235, 2018 | 35 | 2018 |
| A new method for automatic vehicle license plate detection GL Corneto, FA da Silva, DR Pereira, LL de Almeida, AO Artero, JP Papa, ... IEEE Latin America Transactions 15 (1), 75-80, 2017 | 34 | 2017 |
