Renata M. C. R. Souza

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 10

Top Topics

Swarm Optimization

Gustafson Kessel

Top Venues

Knowl. Based Syst.

Publications

Wagner J. F. Silva, Telmo de Menezes e Silva Filho, Delmiro D. Sampaio Neto, Renata M. C. R. Souza, Adriano L. I. Oliveira, Francisco José de A. Cysneiros
Sighted particles: improving swarm optimization by making particles aware of their surroundings. Evol. Intell. 17 (2) (2024)
Rodrigo Berto, Hanna Bugler, Renata M. C. R. Souza, Ashley Harris
An Investigation of Different Deep Learning Pipelines for GABA-Edited MRS Reconstruction. MLMI@MICCAI (1) (2023)
Wagner J. F. Silva, Pedro J. C. Souza, Renata M. C. R. Souza, Francisco José de A. Cysneiros
A Clustering Algorithm for Polygonal Data Applied to Scientific Journal Profiles. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Wagner J. F. Silva, Renata M. C. R. Souza, Francisco José de A. Cysneiros
Bivariate elliptical regression for modeling interval-valued data. Comput. Stat. 37 (4) (2022)
Wagner J. F. Silva, Renata M. C. R. Souza, Francisco José de A. Cysneiros
psda: A tool for extracting knowledge from symbolic data with an application in Brazilian educational data. Soft Comput. 25 (3) (2021)
Wagner J. F. Silva, Renata M. C. R. Souza, Francisco José de A. Cysneiros
Polygonal data analysis: A new framework in symbolic data analysis. Knowl. Based Syst. 163 (2019)
Marcus C. Araújo, Renata M. C. R. Souza, Rita C. F. Lima, Telmo de Menezes e Silva Filho
An interval prototype classifier based on a parameterized distance applied to breast thermographic images. Medical Biol. Eng. Comput. 55 (6) (2017)
Leandro Carlos de Souza, Renata M. C. R. Souza, Getúlio J. A. Amaral, Telmo de Menezes e Silva Filho
A parametrized approach for linear regression of interval data. Knowl. Based Syst. 131 (2017)
Telmo de Menezes e Silva Filho, Renata M. C. R. Souza, Ricardo B. C. Prudêncio
A swarm-trained k-nearest prototypes adaptive classifier with automatic feature selection for interval data. Neural Networks 80 (2016)
Roberta A. de A. Fagundes, Renata M. C. R. Souza, Francisco José de A. Cysneiros
Zero-inflated prediction model in software-fault data. IET Softw. 10 (1) (2016)
Telmo de Menezes e Silva Filho, Bruno A. Pimentel, Renata M. C. R. Souza, Adriano L. I. Oliveira
Hybrid methods for fuzzy clustering based on fuzzy c-means and improved particle swarm optimization. Expert Syst. Appl. 42 (17-18) (2015)
Valter E. Silva Júnior, Renata M. C. R. Souza, Getúlio J. A. Amaral, Hélio G. Souza Júnior
Estimation Methods of Presumed Income. ICONIP (2) (2013)
Telmo de Menezes e Silva Filho, Renata M. C. R. Souza
Fuzzy learning vector quantization approaches for interval data. FUZZ-IEEE (2013)
Carlos Wilson Dantas de Almeida, Renata M. C. R. Souza, Ana Lucia B. Candeias
IFKCN: Applying fuzzy Kohonen clustering network to interval data. IJCNN (2012)
Carlos Wilson Dantas de Almeida, Renata M. C. R. Souza, Ana Lucia B. Candeias
texture classification based on symbolic data analysis. ESANN (2012)
Renata M. C. R. Souza, Luciana Q. Leal, Roberta A. de A. Fagundes, Hermano P. Moura, Cristine Gusmão
Nearest-Neighborhood Linear Regression in an Application with Software Effort Estimation. SMC (2009)
Ana Carina M. Almeida, Renata M. C. R. Souza, Gibeon Aquino, Silvio Romero de Lemos Meira
Effort Drivers Estimation for Brazilian Geographically Distributed Software Development. SEAFOOD (2009)