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
1032012
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
712015
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
282018
Improvements on ICA mixture models for image pre-processing and segmentation
PR Oliveira, RAF Romero
Neurocomputing 71 (10-12), 2180-2193, 2008
212008
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
192013
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
142019
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
131996
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
Advances and perspectives in applying deep learning for drug design and discovery
C Lipinski, V Maltarollo, P Oliveira, A da Silva, K Honorio
Frontiers in Robotics and AI 6, 108, 2019
62019
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
52015
Portuguese pronoun resolution: resources and evaluation
RRM Cuevas, WY Honda, DJ De Lucena, I Paraboni, PR Oliveira
International Conference on Intelligent Text Processing and Computational …, 2008
52008
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
42018
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), 302, 2017
42017
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
Enhanced ICA mixture model for image segmentation
PR Oliveira, RAF Romero
2004 International Conference on Machine Learning and Applications, 2004 …, 2004
32004
Redes neurais artificiais para extração de características
PR Oliveira
Universidade de São Paulo, 1997
31997
Recent advances for handling imbalancement and uncertainty in labelling in medicinal chemistry data analysis
JCS de Souza, SG Claudino, R da Silva Simões, PR Oliveira, KM Honório
2016 SAI Computing Conference (SAI), 217-222, 2016
22016
Techniques for image compression: a comparative analysis
PR Oliveira, RF Romero, LG Nonato, J Mazucheli
Proceedings. Vol. 1. Sixth Brazilian Symposium on Neural Networks, 249-254, 2000
22000
Applying Transfer Learning to QSAR Regression Models
RS Simões, PR Oliveira, KM Honório, CAM Lima
Information Technology-New Generations, 631-637, 2018
12018
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