Ana Carolina Lorena
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Inteligência Artificial–uma abordagem de aprendizado de máquina
A CARVALHO, K Faceli, A LORENA, J Gama
Rio de Janeiro: LTC, 2011
295*2011
A review on the combination of binary classifiers in multiclass problems
AC Lorena, AC De Carvalho, JMP Gama
Artificial Intelligence Review 30 (1-4), 19, 2008
2372008
Uma introdução às support vector machines
AC Lorena, AC de Carvalho
Revista de Informática Teórica e Aplicada 14 (2), 43-67, 2007
1922007
Evolutionary tuning of SVM parameter values in multiclass problems
AC Lorena, AC De Carvalho
Neurocomputing 71 (16-18), 3326-3334, 2008
1452008
A review of performance evaluation measures for hierarchical classifiers
E Costa, A Lorena, A Carvalho, A Freitas
Evaluation Methods for machine Learning II: papers from the AAAI-2007 …, 2007
1232007
Comparing machine learning classifiers in potential distribution modelling
AC Lorena, LFO Jacintho, MF Siqueira, R De Giovanni, LG Lohmann, ...
Expert Systems with Applications 38 (5), 5268-5275, 2011
912011
Improving Alzheimer's disease diagnosis with machine learning techniques
LR Trambaiolli, AC Lorena, FJ Fraga, PAM Kanda, R Anghinah, R Nitrini
Clinical EEG and neuroscience 42 (3), 160-165, 2011
752011
Extração de conhecimento de dados: data mining
JMP DA GAMA, ACPDEL FERREIRA, DE CARVALHO, K FACELI, ...
Silabo, 2017
722017
A systematic review on keystroke dynamics
PH Pisani, AC Lorena
Journal of the Brazilian Computer Society 19 (4), 573-587, 2013
702013
Use of classification algorithms in noise detection and elimination
ALB Miranda, LPF Garcia, AC Carvalho, AC Lorena
International Conference on Hybrid Artificial Intelligence Systems, 417-424, 2009
652009
Effect of label noise in the complexity of classification problems
LPF Garcia, AC de Carvalho, AC Lorena
Neurocomputing 160, 108-119, 2015
622015
Comparing several approaches for hierarchical classification of proteins with decision trees
EP Costa, AC Lorena, AC Carvalho, AA Freitas, N Holden
Brazilian symposium on bioinformatics, 126-137, 2007
582007
Técnicas de aprendizado de máquina para problemas de biologia molecular
MCP De Souto, AC Lorena, ACB Delbem, A de Carvalho
Sociedade Brasileira de Computaçao 1 (2), 2003
482003
Protein cellular localization prediction with support vector machines and decision trees
AC Lorena, AC de Carvalho
Computers in Biology and Medicine 37 (2), 115-125, 2007
432007
How Complex is your classification problem? A survey on measuring classification complexity
AC Lorena, LPF Garcia, J Lehmann, MCP Souto, TK Ho
ACM Computing Surveys (CSUR) 52 (5), 1-34, 2019
422019
Noise detection in the meta-learning level
LPF Garcia, AC de Carvalho, AC Lorena
Neurocomputing 176, 14-25, 2016
422016
Analysis of complexity indices for classification problems: Cancer gene expression data
AC Lorena, IG Costa, N Spolaôr, MCP De Souto
Neurocomputing 75 (1), 33-42, 2012
402012
Building binary-tree-based multiclass classifiers using separability measures
AC Lorena, AC De Carvalho
Neurocomputing 73 (16-18), 2837-2845, 2010
392010
Support vector machines applied to white blood cell recognition
DM Ushizima, AC Lorena, A De Carvalho
Fifth International Conference on Hybrid Intelligent Systems (HIS'05), 6 pp., 2005
372005
Pre-processing for noise detection in gene expression classification data
GL Libralon, ACP de Leon Ferreira, AC Lorena
Journal of the Brazilian Computer Society 15 (1), 3-11, 2009
352009
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Artikelen 1–20