Renata M. C. R. Souza

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