Bruno Feres de Souza

According to our database, Bruno Feres de Souza authored at least 15 papers between 2004 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

A flexible mobile application for image classification using deep learning: a case study on COVID-19 and X-ray images.

Elilson Santos, Omar Andrés Carmona Cortes, Bruno Feres de Souza

Int. J. Comput. Appl. Technol., 2022

2021

Micro-MetaStream: Algorithm selection for time-changing data.

André Luis Debiaso Rossi, Carlos Soares, Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho

Inf. Sci., 2021

2017

A guidance of data stream characterization for meta-learning.

André Luis Debiaso Rossi, Bruno Feres de Souza, Carlos Soares, André Carlos Ponce de Leon Ferreira de Carvalho

Intell. Data Anal., 2017

2014

MetaStream: A meta-learning based method for periodic algorithm selection in time-changing data.

André Luis Debiaso Rossi, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares, Bruno Feres de Souza

Neurocomputing, 2014

2013

Predicting execution time of machine learning tasks for scheduling.

Rattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce de Leon Ferreira de Carvalho

Int. J. Hybrid Intell. Syst., 2013

2012

Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks.

Rattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce de Leon Ferreira de Carvalho

Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2010

Meta-learning applied to gene expression data classification.

Bruno Feres de Souza

PhD thesis, 2010

A comprehensive comparison of ML algorithms for gene expression data classification.

Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares

Proceedings of the International Joint Conference on Neural Networks, 2010

Empirical Evaluation of Ranking Prediction Methods for Gene Expression Data Classification.

Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares

Proceedings of the Advances in Artificial Intelligence, 2010

2009

Meta-learning approach to gene expression data classification.

Bruno Feres de Souza, Carlos Soares, André C. P. L. F. de Carvalho

Int. J. Intell. Comput. Cybern., 2009

2008

Metalearning for Gene Expression Data Classification.

Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares

Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

2007

Applying genetic algorithms and support vector machines to the gene selection problem.

Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Waldo Cancino Ticona

J. Intell. Fuzzy Syst., 2007

2006

Multiclass SVM Model Selection Using Particle Swarm Optimization.

Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Rodrigo Calvo, Renato Porfirio Ishii

Proceedings of the 6th International Conference on Hybrid Intelligent Systems (HIS 2006), 2006

2004

Gene Selection based on Multi-class SVMs and Genetic Algorithms.

Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho

Proceedings of the III Brazilian Workshop on Bioinformatics, 2004

Gene Selection Using Genetic Algorithms.

Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho

Proceedings of the Biological and Medical Data Analysis, 5th International Symposium, 2004