 | 2009 |
| 23 |  | Ivan G. Costa,
Ana Carolina Lorena,
Liciana R. M. P. y Peres,
Marcílio Carlos Pereira de Souto:
Using Supervised Complexity Measures in the Analysis of Cancer Gene Expression Data Sets.
BSB 2009: 48-59 |
| 22 |  | André L. B. Miranda,
Luís Paulo F. Garcia,
André C. P. L. F. Carvalho,
Ana Carolina Lorena:
Use of Classification Algorithms in Noise Detection and Elimination.
HAIS 2009: 417-424 |
| 21 |  | Ana Carolina Lorena,
André Carlos Ponce de Leon Ferreira de Carvalho:
Evaluation Functions for the Evolutionary Design of Multiclass Support Vector Machines.
International Journal of Computational Intelligence and Applications 8(1): 53-68 (2009) |
| 2008 |
| 20 |  | Willian Zalewski,
Huei Diana Lee,
Adewole M. J. F. Caetano,
Ana Carolina Lorena,
André G. Maletzke,
João José Fagundes,
Cláudio Saddy,
Rodrigues Coy,
Feng Chung Wu:
Evaluation of Models for the Recognition of Hadwritten Digits in Medical Forms.
BSB 2008: 178-181 |
| 19 |  | Eduardo P. Costa,
Ana Carolina Lorena,
André C. P. L. F. Carvalho,
Alex Alves Freitas:
Top-Down Hierarchical Ensembles of Classifiers for Predicting G-Protein-Coupled-Receptor Functions.
BSB 2008: 35-46 |
| 18 |  | Giampaolo L. Libralon,
André Carlos Ponce Leon Ferreira de Carvalho,
Ana Carolina Lorena:
Ensembles of Pre-processing Techniques for Noise Detection in Gene Expression Data.
ICONIP (1) 2008: 486-493 |
| 17 |  | Ana Carolina Lorena,
Marinez F. de Siqueira,
Renato De Giovanni,
André Carlos Ponce Leon Ferreira de Carvalho,
Ronaldo C. Prati:
Potential Distribution Modelling Using Machine Learning.
IEA/AIE 2008: 255-264 |
| 16 |  | Ana Carolina Lorena,
André Carlos Ponce Leon Ferreira de Carvalho:
Tree Decomposition of Multiclass Problems.
SBRN 2008: 189-194 |
| 15 |  | Ana Carolina Lorena,
André Carlos Ponce Leon Ferreira de Carvalho:
Investigation of Strategies for the Generation of Multiclass Support Vector Machines.
New Challenges in Applied Intelligence Technologies 2008: 319-328 |
| 14 |  | Ana Carolina Lorena,
André Carlos Ponce Leon Ferreira de Carvalho:
evolutionary Design of Code-matrices for Multiclass Problems.
Soft Computing for Knowledge Discovery and Data Mining 2008: 153-184 |
| 2007 |
| 13 |  | Eduardo P. Costa,
Ana Carolina Lorena,
André Carlos Ponce Leon Ferreira de Carvalho,
Alex Alves Freitas,
Nicholas Holden:
Comparing Several Approaches for Hierarchical Classification of Proteins with Decision Trees.
BSB 2007: 126-137 |
| 12 |  | Ana Carolina Lorena,
André Carlos Ponce Leon Ferreira de Carvalho:
Comparing Several Evaluation Functions in the Evolutionary Design of Multiclass Support Vector Machines.
HIS 2007: 53-58 |
| 11 |  | Ana Carolina Lorena,
André C. P. L. F. Carvalho:
Evolutionary design of multiclass support vector machines.
Journal of Intelligent and Fuzzy Systems 18(5): 445-454 (2007) |
| 2006 |
| 10 |  | Ana Carolina Lorena,
André C. P. L. F. de Carvalho:
Multiclass SVM Design and Parameter Selection with Genetic Algorithms.
SBRN 2006: 131-136 |
| 2005 |
| 9 |  | Ana Carolina Lorena,
André Carlos Ponce Leon Ferreira de Carvalho:
Protein Cellular Localization with Multiclass Support Vector Machines and Decision Trees.
BSB 2005: 42-53 |
| 8 |  | Daniela Mayumi Ushizima,
Ana Carolina Lorena,
André Carlos Ponce Leon Ferreira de Carvalho:
Support Vector Machines Applied to White Blood Cell Recognition.
HIS 2005: 379-384 |
| 7 |  | Ana Carolina Lorena,
André Carlos Ponce Leon Ferreira de Carvalho:
Minimum Spanning Trees in Hierarchical Multiclass Support Vector Machines Generation.
IEA/AIE 2005: 422-431 |
| 2004 |
| 6 |  | Ana Carolina Lorena,
André Carlos Ponce Leon Ferreira de Carvalho:
Comparing Techniques for Multiclass Classification Using Binary SVM Predictors.
MICAI 2004: 272-281 |
| 5 |  | Ana Carolina Lorena,
André Carlos Ponce Leon Ferreira de Carvalho:
An Hybrid GA/SVM Approach for Multiclass Classification with Directed Acyclic Graphs.
SBIA 2004: 366-375 |
| 2003 |
| 4 |  | Ana Carolina Lorena,
André Carlos Ponce Leon Ferreira de Carvalho:
Human Splice Site Identification with Multiclass Support Vector Machines and Bagging.
ICANN 2003: 234-244 |
| 2002 |
| 3 |  | Ana Carolina Lorena,
Gustavo E. A. P. A. Batista,
André Carlos Ponce Leon Ferreira de Carvalho,
Maria Carolina Monard:
The Influence of Noisy Patterns in the Performance of Learning Methods in the Splice Junction Recognition Problem.
SBRN 2002: 31-37 |
| 2 |  | Silvia H. M. G. da Silva,
Ana Carolina Lorena,
André Carlos Ponce Leon Ferreira de Carvalho,
Danielle D. Tambasco,
Luciana C. A. Regitano:
Aprendizado de Máquina Aplicado ao Estudo de Marcadores Moleculares para Produção de Carne Bovina.
WOB 2002: 105-107 |
| 1 |  | Ana Carolina Lorena,
Gustavo E. A. P. A. Batista,
André Carlos Ponce Leon Ferreira de Carvalho,
Maria Carolina Monard:
Splice Junction Recognition using Machine Learning Techniques.
WOB 2002: 32-39 |