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Patrícia Rufino Oliveira
Patrícia Rufino Oliveira
Unknown affiliation
Verified email at usp.br
Title
Cited by
Cited by
Year
Machine learning techniques and drug design
JC Gertrudes, VG Maltarollo, RA Silva, PR Oliveira, KM Honorio, ...
Current medicinal chemistry 19 (25), 4289-4297, 2012
1992012
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
1642015
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
982018
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
972019
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
862019
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
382020
Improvements on ICA mixture models for image pre-processing and segmentation
PR Oliveira, RAF Romero
Neurocomputing 71 (10-12), 2180-2193, 2008
252008
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
242013
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
182021
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
162015
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
141996
Evaluating Deep Learning models for predicting ALK-5 inhibition
GZ Espinoza, RM Angelo, PR Oliveira, KM Honorio
Plos one 16 (1), e0246126, 2021
132021
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
92018
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
82017
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
82007
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
62008
Enhanced ICA mixture model for image segmentation
PR Oliveira, RAF Romero
2004 International Conference on Machine Learning and Applications, 2004 …, 2004
52004
Redes neurais artificiais para extração de características
PR Oliveira
51997
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
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Articles 1–20