Exudate detection in fundus images using deeply-learnable features P Khojasteh, LAP Júnior, T Carvalho, E Rezende, B Aliahmad, JP Papa, ... Computers in biology and medicine 104, 62-69, 2019 | 151 | 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 | 127 | 2016 |
Learning parameters in deep belief networks through firefly algorithm G Rosa, J Papa, K Costa, L Passos, C Pereira, XS Yang Artificial Neural Networks in Pattern Recognition: 7th IAPR TC3 Workshop …, 2016 | 62 | 2016 |
Gait recognition based on deep learning: a survey C Filipi Gonçalves dos Santos, DS Oliveira, L A. Passos, ... ACM Computing Surveys (CSUR) 55 (2), 1-34, 2022 | 52* | 2022 |
Assisting Barrett's esophagus identification using endoscopic data augmentation based on Generative Adversarial Networks LA de Souza Jr, LA Passos, R Mendel, A Ebigbo, A Probst, H Messmann, ... Computers in Biology and Medicine 126, 104029, 2020 | 47 | 2020 |
Intelligent network security monitoring based on optimum-path forest clustering RR Guimaraes, LA Passos, R Holanda Filho, VHC de Albuquerque, ... Ieee Network 33 (2), 126-131, 2018 | 41 | 2018 |
Computer-assisted Parkinson's disease diagnosis using fuzzy optimum-path forest and Restricted Boltzmann Machines RWR de Souza, DS Silva, LA Passos, M Roder, MC Santana, PR Pinheiro, ... Computers in Biology and Medicine 131, 104260, 2021 | 40 | 2021 |
Parkinson disease identification using residual networks and optimum-path forest LA Passos, CR Pereira, ERS Rezende, TJ Carvalho, SAT Weber, C Hook, ... 2018 IEEE 12th International Symposium on Applied Computational Intelligence …, 2018 | 40 | 2018 |
A review of deep learning‐based approaches for deepfake content detection LA Passos, D Jodas, KAP Costa, LA Souza Júnior, D Rodrigues, ... Expert Systems, e13570, 2024 | 33 | 2024 |
A critical literature survey and prospects on tampering and anomaly detection in image data KAP da Costa, JP Papa, LA Passos, D Colombo, J Del Ser, K Muhammad, ... Applied Soft Computing 97, 106727, 2020 | 33 | 2020 |
A metaheuristic-driven approach to fine-tune deep Boltzmann machines LA Passos, JP Papa Applied Soft Computing 97, 105717, 2020 | 28 | 2020 |
A novel approach for optimum-path forest classification using fuzzy logic RWR de Souza, JVC De Oliveira, LA Passos, W Ding, JP Papa, ... IEEE Transactions on Fuzzy Systems 28 (12), 3076-3086, 2019 | 26 | 2019 |
A novel siamese-based approach for scene change detection with applications to obstructed routes in hazardous environments MCS Santana, LA Passos, TP Moreira, D Colombo, VHC de Albuquerque, ... IEEE Intelligent Systems 35 (1), 44-53, 2019 | 25 | 2019 |
Adaptive improved flower pollination algorithm for global optimization D Rodrigues, GH de Rosa, LA Passos, JP Papa Nature-inspired computation in data mining and machine learning, 1-21, 2020 | 23 | 2020 |
Barrett’s esophagus analysis using infinity restricted Boltzmann machines LA Passos, LA de Souza Jr, R Mendel, A Ebigbo, A Probst, H Messmann, ... Journal of Visual Communication and Image Representation 59, 475-485, 2019 | 22 | 2019 |
Multimodal audio-visual information fusion using canonical-correlated graph neural network for energy-efficient speech enhancement LA Passos, JP Papa, J Del Ser, A Hussain, A Adeel Information Fusion 90, 1-11, 2023 | 21 | 2023 |
Fine tuning deep boltzmann machines through meta-heuristic approaches LA Passos, DR Rodrigues, JP Papa 2018 IEEE 12th International Symposium on Applied Computational Intelligence …, 2018 | 21 | 2018 |
Unsupervised breast masses classification through optimum-path forest PB Ribeiro, LA Passos, LA Da Silva, KAP da Costa, JP Papa, ... 2015 IEEE 28th international symposium on computer-based medical systems …, 2015 | 21 | 2015 |
Reinforcing learning in deep belief networks through nature-inspired optimization M Roder, LA Passos, GH de Rosa, VHC de Albuquerque, JP Papa Applied Soft Computing 108, 107466, 2021 | 19 | 2021 |
On the training of artificial neural networks with radial basis function using optimum-path forest clustering GH Rosa, KAP Costa, LAP Júnior, JP Papa, AX Falcao, JMRS Tavares 2014 22nd International conference on pattern recognition, 1472-1477, 2014 | 18 | 2014 |