Bruno Feres de Souza

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 3

Top Venues

Inf. Sci.

Int. J. Comput. Appl. Technol.

Neurocomputing

Intell. Data Anal.

University of São Paulo, Brazil (PHD)

Education History

University of São Paulo, Brazil

PHD

Publications

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) (2022)
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 (2021)
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) (2017)
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 (2014)
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) (2013)
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)
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)
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)
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) (2009)
Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares
Metalearning for Gene Expression Data Classification. HIS (2008)
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) (2007)
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)
Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho
Gene Selection based on Multi-class SVMs and Genetic Algorithms. WOB (2004)
Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho
Gene Selection Using Genetic Algorithms. ISBMDA (2004)

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Publication Activity (10 Years)

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Bruno Feres de Souza