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Patrícia Rufino Oliveira
Patrícia Rufino Oliveira
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Machine learning techniques and drug design
JC Gertrudes, VG Maltarollo, RA Silva, PR Oliveira, KM Honorio, ...
Current medicinal chemistry 19 (25), 4289-4297, 2012
1342012
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
1102015
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
592018
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
412019
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
322019
Improvements on ICA mixture models for image pre-processing and segmentation
PR Oliveira, RAF Romero
Neurocomputing 71 (10-12), 2180-2193, 2008
232008
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
212013
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
132020
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
121996
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
102015
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
82021
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
72007
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
62018
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
62017
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
62008
Evaluating Deep Learning models for predicting ALK-5 inhibition
GZ Espinoza, RM Angelo, PR Oliveira, KM Honorio
Plos one 16 (1), e0246126, 2021
52021
Enhanced ICA mixture model for image segmentation
PR Oliveira, RAF Romero
2004 International Conference on Machine Learning and Applications, 2004 …, 2004
52004
Enhanced ICA mixture model for unsupervised classification
PR Oliveira, RAF Romero
Ibero-American Conference on Artificial Intelligence, 205-214, 2004
42004
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
42002
Applying Transfer Learning to QSAR Regression Models
RS Simões, PR Oliveira, KM Honório, CAM Lima
Information Technology-New Generations, 631-637, 2018
32018
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