| Simplifying graph convolutional networks F Wu, T Zhang, AH Souza Jr, C Fifty, T Yu, KQ Weinberger International Conference on Machine Learning (ICML), 6861-6871, 2019 | 423 | 2019 |
| Euclidean distance estimation in incomplete datasets DPP Mesquita, JPP Gomes, AHS Junior, JS Nobre Neurocomputing 248, 11-18, 2017 | 53 | 2017 |
| Minimal learning machine: a novel supervised distance-based approach for regression and classification AH de Souza Junior, F Corona, GA Barreto, Y Miche, A Lendasse Neurocomputing 164, 34-44, 2015 | 53 | 2015 |
| Ensemble of efficient minimal learning machines for classification and regression DPP Mesquita, JPP Gomes, AHS Junior Neural Processing Letters 46 (3), 751-766, 2017 | 26 | 2017 |
| Minimal learning machine: A new distance-based method for supervised learning AH de Souza Júnior, F Corona, Y Miche, A Lendasse, GA Barreto, ... International Work-Conference on Artificial Neural Networks, 408-416, 2013 | 22 | 2013 |
| A novel mobile robot localization approach based on classification with rejection option using computer vision LB Marinho, PP Rebouças Filho, JS Almeida, JWM Souza, AHS Junior, ... Computers & Electrical Engineering 68, 26-43, 2018 | 16 | 2018 |
| Ensemble of minimal learning machines for pattern classification DPP Mesquita, JPP Gomes, AHS Junior International Work-Conference on Artificial Neural Networks, 142-152, 2015 | 15 | 2015 |
| Mlm-rank: A ranking algorithm based on the minimal learning machine ASC Alencar, WL Caldas, JPP Gomes, AH de Souza, PAC Aguilar, ... 2015 Brazilian Conference on Intelligent Systems (BRACIS), 305-309, 2015 | 12 | 2015 |
| A new approach to human activity recognition using machine learning techniques LB Marinho, AH de Souza Júnior, PP Rebouças Filho International Conference on Intelligent Systems Design and Applications, 529-538, 2016 | 10 | 2016 |
| A minimal learning machine for datasets with missing values DPP Mesquita, JPP Gomes, AH Souza Jr International Conference on Neural Information Processing, 565-572, 2015 | 9 | 2015 |
| A speech recognition system for embedded applications using the SOM and TS-SOM networks AHS Junior, GA Barreto, AT Varela Janeza Trdine 9, 51000 Rijeka, Croatia, 97-108, 2011 | 9 | 2011 |
| Regional models: A new approach for nonlinear system identification via clustering of the self-organizing map AHS Júnior, GA Barreto, F Corona Neurocomputing 147, 31-46, 2015 | 8 | 2015 |
| Heart diseases prediction using data from health assurance systems in models and methods for supporting decision-making in human health and environment protection RF Ramos, CLC Mattos, AHS Júnior, ARR Neto, GA Barreto, HA Mazzal, ... Nova Publishers, Nova York, NY, USA, 2016 | 7 | 2016 |
| A cost sensitive minimal learning machine for pattern classification JPP Gomes, AH Souza, F Corona, ARR Neto International Conference on Neural Information Processing, 557-564, 2015 | 7 | 2015 |
| Supervised Distance Preserving Projections: Applications in the quantitative analysis of diesel fuels and light cycle oils from NIR spectra F Corona, Z Zhu, AH de Souza Júnior, M Mulas, E Muru, L Sassu, ... Journal of Process Control 30, 10-21, 2015 | 7 | 2015 |
| A Robust Minimal Learning Machine based on the M-Estimator. JPP Gomes, DPP Mesquita, A Freire, AHS Júnior, T Kärkkäinen ESANN, 2017 | 6 | 2017 |
| Rethinking pooling in graph neural networks D Mesquita, AH Souza, S Kaski Neural Information Processing Systems (NeurIPS), 2020 | 5 | 2020 |
| Simplifying graph convolutional networks. arXiv 2019 F Wu, T Zhang, AH Souza Jr, C Fifty, T Yu, KQ Weinberger arXiv preprint arXiv:1902.07153, 2020 | 5 | 2020 |
| A Fuzzy C-means-based Approach for Selecting Reference Points in Minimal Learning Machines JAV Florêncio, MLD Dias, AR da Rocha Neto, AH de Souza Júnior North American Fuzzy Information Processing Society Annual Conference, 398-407, 2018 | 5 | 2018 |
| Opposite neighborhood: a new method to select reference points of minimal learning machines. MLD Dias, LS de Sousa, AR da Rocha Neto, AHS Júnior ESANN, 2018 | 5 | 2018 |
João Paulo Pordeus GomesFederal University of CearaVerified email at dc.ufc.br
