Bruno Feres de Souza

16 papers B 1C 2Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
From Execution to Representation: Capturing Metaheuristic Behaviour via Graph-Derived Meta-features.
EPIA (1)
José Carlos Souza Pacheco Júnior, Enrico Uchoa da Silva Leal, Nicolly Carvalho Cutrim, Guilherme Alberto Sousa Ribeiro, Bruno Feres de Souza, Alexandre César Muniz de Oliveira
2022 J jnl
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.
Elilson Santos, Omar Andrés Carmona Cortes, Bruno Feres de Souza
2021 J jnl
Micro-MetaStream: Algorithm selection for time-changing data.
Inf. Sci.
André Luis Debiaso Rossi, Carlos Soares, Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho
2017 J jnl
A guidance of data stream characterization for meta-learning.
Intell. Data Anal.
André Luis Debiaso Rossi, Bruno Feres de Souza, Carlos Soares, André Carlos Ponce de Leon Ferreira de Carvalho
2014 J jnl
MetaStream: A meta-learning based method for periodic algorithm selection in time-changing data.
Neurocomputing
André Luis Debiaso Rossi, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares, Bruno Feres de Souza
2013 J jnl
Predicting execution time of machine learning tasks for scheduling.
Int. J. Hybrid Intell. Syst.
Rattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce de Leon Ferreira de Carvalho
2012 — conf
Using Genetic Algorithms to Improve Prediction of Execution Times of ML Tasks.
HAIS (1)
Rattan Priya, Bruno Feres de Souza, André L. D. Rossi, André Carlos Ponce de Leon Ferreira de Carvalho
2010 B conf
A comprehensive comparison of ML algorithms for gene expression data classification.
IJCNN
Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares
2010 — conf
Empirical Evaluation of Ranking Prediction Methods for Gene Expression Data Classification.
IBERAMIA
Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares
2010 — —
Meta-learning applied to gene expression data classification.
Bruno Feres de Souza
2009 J jnl
Meta-learning approach to gene expression data classification.
Int. J. Intell. Comput. Cybern.
Bruno Feres de Souza, Carlos Soares, André C. P. L. F. de Carvalho
2008 C conf
Metalearning for Gene Expression Data Classification.
HIS
Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares
2007 J jnl
Applying genetic algorithms and support vector machines to the gene selection problem.
J. Intell. Fuzzy Syst.
Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Waldo Cancino Ticona
2006 C conf
Multiclass SVM Model Selection Using Particle Swarm Optimization.
HIS
Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho, Rodrigo Calvo, Renato Porfirio Ishii
2004 — conf
Gene Selection Using Genetic Algorithms.
ISBMDA
Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho
2004 — conf
Gene Selection based on Multi-class SVMs and Genetic Algorithms.
WOB
Bruno Feres de Souza, André Carlos Ponce de Leon Ferreira de Carvalho