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Books and Theses
- 2010
[b1]Bruno Feres de Souza:
Meta-learning applied to gene expression data classification. University of São Paulo, Brazil, 2010
Journal Articles
- 2022
- [j7]Elilson Santos, Omar Andrés Carmona Cortes, Bruno Feres de Souza:
A flexible mobile application for image classification using deep learning: a case study on COVID-19 and X-ray images. Int. J. Comput. Appl. Technol. 69(2): 150-162 (2022) - 2021
- [j6]André Luis Debiaso Rossi, Carlos Soares
, Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho:
Micro-MetaStream: Algorithm selection for time-changing data. Inf. Sci. 565: 262-277 (2021) - 2017
- [j5]André Luis Debiaso Rossi, Bruno Feres de Souza, Carlos Soares, André Carlos Ponce de Leon Ferreira de Carvalho:
A guidance of data stream characterization for meta-learning. Intell. Data Anal. 21(4): 1015-1035 (2017) - 2014
- [j4]André Luis Debiaso Rossi, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares, Bruno Feres de Souza:
MetaStream: A meta-learning based method for periodic algorithm selection in time-changing data. Neurocomputing 127: 52-64 (2014) - 2013
- [j3]Rattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce de Leon Ferreira de Carvalho:
Predicting execution time of machine learning tasks for scheduling. Int. J. Hybrid Intell. Syst. 10(1): 23-32 (2013) - 2009
- [j2]Bruno Feres de Souza, Carlos Soares, André C. P. L. F. de Carvalho:
Meta-learning approach to gene expression data classification. Int. J. Intell. Comput. Cybern. 2(2): 285-303 (2009) - 2007
- [j1]Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Waldo Cancino Ticona:
Applying genetic algorithms and support vector machines to the gene selection problem. J. Intell. Fuzzy Syst. 18(5): 435-444 (2007)
Conference and Workshop Papers
- 2012
- [c7]Rattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce de Leon Ferreira de Carvalho:
Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks. HAIS (1) 2012: 196-207 - 2010
- [c6]Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares:
Empirical Evaluation of Ranking Prediction Methods for Gene Expression Data Classification. IBERAMIA 2010: 194-203 - [c5]Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares:
A comprehensive comparison of ML algorithms for gene expression data classification. IJCNN 2010: 1-8 - 2008
- [c4]Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares:
Metalearning for Gene Expression Data Classification. HIS 2008: 441-446 - 2006
- [c3]Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Rodrigo Calvo, Renato Porfirio Ishii:
Multiclass SVM Model Selection Using Particle Swarm Optimization. HIS 2006: 31 - 2004
- [c2]Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho:
Gene Selection Using Genetic Algorithms. ISBMDA 2004: 479-490 - [c1]Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho:
Gene Selection based on Multi-class SVMs and Genetic Algorithms. WOB 2004: 89-96
Coauthor Index
aka: André Carlos Ponce de Leon Ferreira de Carvalho
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