| Machine learning techniques and drug design JC Gertrudes, VG Maltarollo, RA Silva, PR Oliveira, KM Honorio, ... Current medicinal chemistry 19 (25), 4289-4297, 2012 | 193 | 2012 |
| Applying machine learning techniques for ADME-Tox prediction: a review VG Maltarollo, JC Gertrudes, PR Oliveira, KM Honorio Expert opinion on drug metabolism & toxicology 11 (2), 259-271, 2015 | 163 | 2015 |
| Transfer and multi-task learning in QSAR modeling: advances and challenges RS Simoes, VG Maltarollo, PR Oliveira, KM Honorio Frontiers in pharmacology 9, 74, 2018 | 95 | 2018 |
| Advances and perspectives in applying deep learning for drug design and discovery CF Lipinski, VG Maltarollo, PR Oliveira, ABF Da Silva, KM Honorio Frontiers in Robotics and AI 6, 108, 2019 | 90 | 2019 |
| Advances with support vector machines for novel drug discovery VG Maltarollo, T Kronenberger, GZ Espinoza, PR Oliveira, KM Honorio Expert opinion on drug discovery 14 (1), 23-33, 2019 | 83 | 2019 |
| The application of machine learning techniques to innovative antibacterial discovery and development MSM Serafim, T Kronenberger, PR Oliveira, A Poso, KM Honorio, ... Expert Opinion on Drug Discovery 15 (10), 1165-1180, 2020 | 35 | 2020 |
| Improvements on ICA mixture models for image pre-processing and segmentation PR Oliveira, RAF Romero Neurocomputing 71 (10-12), 2180-2193, 2008 | 25 | 2008 |
| Automatic segmentation of breast masses using enhanced ICA mixture model PB Ribeiro, RAF Romero, PR Oliveira, H Schiabel, LB Verçosa Neurocomputing 120, 61-71, 2013 | 24 | 2013 |
| Knowing and combating the enemy: a brief review on SARS-CoV-2 and computational approaches applied to the discovery of drug candidates MSM Serafim, JC Gertrudes, DMA Costa, PR Oliveira, VG Maltarollo, ... Bioscience Reports 41 (3), BSR20202616, 2021 | 18 | 2021 |
| Solving the academic timetable problem thinking on student needs MWS Almeida, JPS Medeiros, PR Oliveira 2015 IEEE 14th International Conference on Machine Learning and Applications …, 2015 | 16 | 2015 |
| A comparision between PCA neural networks and the JPEG standard for performing image compression PR Oliveira, RF Romero Proceedings II Workshop on Cybernetic Vision, 112-116, 1996 | 13 | 1996 |
| Evaluating Deep Learning models for predicting ALK-5 inhibition GZ Espinoza, RM Angelo, PR Oliveira, KM Honorio Plos one 16 (1), e0246126, 2021 | 12 | 2021 |
| A molecular modeling study of combretastatin-like chalcones as anticancer agents using PLS, ANN and consensus models CF Lipinski, AA Oliveira, KM Honorio, PR Oliveira, ABF da Silva Structural Chemistry 29, 957-965, 2018 | 9 | 2018 |
| New consensus multivariate models based on PLS and ANN studies of sigma-1 receptor antagonists AA Oliveira, CF Lipinski, EB Pereira, KM Honorio, PR Oliveira, KC Weber, ... Journal of Molecular Modeling 23, 1-15, 2017 | 8 | 2017 |
| Investigating the potential of art neural network models for indexing and information retrieval RAF Romero, JF Vicentini, PR Oliveira, AMJ Traina International Journal of Intelligent Systems 22 (4), 319-336, 2007 | 7 | 2007 |
| Portuguese pronoun resolution: resources and evaluation RRM Cuevas, WY Honda, DJ De Lucena, I Paraboni, PR Oliveira Computational Linguistics and Intelligent Text Processing: 9th International …, 2008 | 6 | 2008 |
| Enhanced ICA mixture model for image segmentation PR Oliveira, RAF Romero 2004 International Conference on Machine Learning and Applications, 2004 …, 2004 | 5 | 2004 |
| Redes neurais artificiais para extração de características PR Oliveira, RAF Romero | 5 | 1997 |
| Enhanced ICA mixture model for unsupervised classification PR Oliveira, RAF Romero Ibero-American Conference on Artificial Intelligence, 205-214, 2004 | 4 | 2004 |
| Combining fuzzy ART network clustering and sparse code shrinkage for image segmentation PR Oliveira, JE Vicentini, RAF Romero Proceedings of the 9th International Conference on Neural Information …, 2002 | 4 | 2002 |
