| Machine learning techniques and drug design JC Gertrudes, VG Maltarollo, RA Silva, PR Oliveira, KM Honorio, ... Current medicinal chemistry 19 (25), 4289-4297, 2012 | 134 | 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 | 110 | 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 | 59 | 2018 |
| 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 | 41 | 2019 |
| 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, 108, 2019 | 32 | 2019 |
| Improvements on ICA mixture models for image pre-processing and segmentation PR Oliveira, RAF Romero Neurocomputing 71 (10-12), 2180-2193, 2008 | 23 | 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 | 21 | 2013 |
| 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 | 13 | 2020 |
| 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 | 12 | 1996 |
| 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 | 10 | 2015 |
| 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, D Costa, PR Oliveira, VG Maltarollo, ... Bioscience Reports 41 (3), 2021 | 8 | 2021 |
| 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 |
| 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 (4), 957-965, 2018 | 6 | 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 (10), 1-15, 2017 | 6 | 2017 |
| Portuguese pronoun resolution: resources and evaluation RRM Cuevas, WY Honda, DJ Lucena, I Paraboni, PR Oliveira International Conference on Intelligent Text Processing and Computational …, 2008 | 6 | 2008 |
| Evaluating Deep Learning models for predicting ALK-5 inhibition GZ Espinoza, RM Angelo, PR Oliveira, KM Honorio Plos one 16 (1), e0246126, 2021 | 5 | 2021 |
| Enhanced ICA mixture model for image segmentation PR Oliveira, RAF Romero 2004 International Conference on Machine Learning and Applications, 2004 …, 2004 | 5 | 2004 |
| 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 |
| Applying Transfer Learning to QSAR Regression Models RS Simões, PR Oliveira, KM Honório, CAM Lima Information Technology-New Generations, 631-637, 2018 | 3 | 2018 |
