Restricted methods in symmetrical linear regression models. - Francisco José de A. Cysneiros; Gilberto A. Paula (Comput. Stat. Data Anal., 2005)

Two pattern classifiers for interval data based on binary regression models. - Renata M. C. R. de Souza; Francisco José de A. Cysneiros; Diego C. F. Queiroz; Roberta A. de A. Fagundes (ICDIM, 2008)

A Symmetrical Model Applied to Interval-Valued Data Containing Outliers with Heavy-Tail Distribution. - Marco A. O. Domingues; Renata M. C. R. de Souza; Francisco José de A. Cysneiros (ICONIP (2), 2008)

A Symbolic Pattern Classifier for Interval Data Based on Binary Probit Analysis. - Renata M. C. R. de Souza; Francisco José de A. Cysneiros; Diego C. F. Queiroz; Roberta A. de A. Fagundes (KI, 2008)

A multi-class logistic regression model for interval data. - Renata M. C. R. de Souza; Francisco José de A. Cysneiros; Diego C. F. Queiroz; Roberta A. de A. Fagundes (SMC, 2008)

A Robust Prediction Method for Interval Symbolic Data. - Roberta A. de A. Fagundes; Renata M. C. R. de Souza; Francisco José de A. Cysneiros (ISDA, 2009)

Assessment of diagnostic procedures in symmetrical nonlinear regression models. - Luis Hernando Vanegas; Francisco José de A. Cysneiros (Comput. Stat. Data Anal., 2010)

A robust method for linear regression of symbolic interval data. - Marco A. O. Domingues; Renata M. C. R. de Souza; Francisco José de A. Cysneiros (Pattern Recognit. Lett., 2010)

Logistic regression-based pattern classifiers for symbolic interval data. - Renata M. C. R. de Souza; Diego C. F. Queiroz; Francisco José de A. Cysneiros (Pattern Anal. Appl., 2011)

Regression Models with Symmetrical Errors. - Francisco José de A. Cysneiros (International Encyclopedia of Statistical Science, 2011)

Diagnostic procedures in Birnbaum-Saunders nonlinear regression models. - Luis Hernando Vanegas; Luz Marina Rondon; Francisco José de A. Cysneiros (Comput. Stat. Data Anal., 2012)

An interval nonparametric regression method. - Roberta A. de A. Fagundes; Ricardo J. A. Queiroz Filho; Renata M. C. R. de Souza; Francisco José de A. Cysneiros (IJCNN, 2013)

Linear regression models with slash-elliptical errors. - Izabel Cristina Alcantara; Francisco José de A. Cysneiros (Comput. Stat. Data Anal., 2013)

Influence diagnostics in generalized symmetric linear models. - Cristian Villegas; Gilberto A. Paula; Francisco José de A. Cysneiros; Manuel Galea (Comput. Stat. Data Anal., 2013)

Graphical and Numerical Methods for Detecting Influential Observations in Complex Bingham Data. - Getúlio Jose Amorim Amaral; Olga Patricia Reyes Floréz; Francisco José de A. Cysneiros (Commun. Stat. Simul. Comput., 2013)

Robust regression with application to symbolic interval data. - Roberta A. de A. Fagundes; Renata M. C. R. de Souza; Francisco José de A. Cysneiros (Eng. Appl. Artif. Intell., 2013)

Interval kernel regression. - Roberta A. de A. Fagundes; Renata M. C. R. de Souza; Francisco José de A. Cysneiros (Neurocomputing, 2014)

Constrained test in linear models with multivariate power exponential distribution. - Jeremias Leão; Francisco José de A. Cysneiros; Helton Saulo; N. Balakrishnan 002 (Comput. Stat., 2016)

Zero-inflated prediction model in software-fault data. - Roberta A. de A. Fagundes; Renata M. C. R. Souza; Francisco José de A. Cysneiros (IET Softw., 2016)

A Multivariate Log-Linear Model for Birnbaum-Saunders Distributions. - Carolina Marchant; Víctor Leiva; Francisco José de A. Cysneiros (IEEE Trans. Reliab., 2016)

Predicting symbolic interval-valued data through symmetrical nonlinear regression. - Dailys Maite Aliaga Reyes; Renata M. C. R. de Souza; Francisco José de A. Cysneiros (Int. J. Bus. Intell. Data Min., 2017)

Kernelized inner product-based discriminant analysis for interval data. - Diego C. F. Queiroz; Renata M. C. R. de Souza; Francisco José de A. Cysneiros; Marcus C. Araújo (Pattern Anal. Appl., 2018)

Generalized additive partial linear models for analyzing correlated data. - Roberto F. Manghi; Francisco José de A. Cysneiros; Gilberto A. Paula (Comput. Stat. Data Anal., 2019)

Estimating risk in capital asset pricing for interval-valued data. - Dailys Maite Aliaga Reyes; Renata Maria Cardoso Rodrigues De Souza; Francisco José de A. Cysneiros (Int. J. Bus. Inf. Syst., 2019)

Polygonal data analysis: A new framework in symbolic data analysis. - Wagner J. F. Silva; Renata M. C. R. Souza; Francisco José de A. Cysneiros (Knowl. Based Syst., 2019)

psda: A tool for extracting knowledge from symbolic data with an application in Brazilian educational data. - Wagner J. F. Silva; Renata M. C. R. Souza; Francisco José de A. Cysneiros (Soft Comput., 2021)

Hierarchical and multivariate regression models to fit correlated asymmetric positive continuous outcomes. - Lizandra C. Fabio; Francisco José de A. Cysneiros; Gilberto A. Paula; Jalmar M. F. Carrasco (Comput. Stat., 2022)

Bivariate elliptical regression for modeling interval-valued data. - Wagner J. F. Silva; Renata M. C. R. Souza; Francisco José de A. Cysneiros (Comput. Stat., 2022)

Interval regression model adequacy checking and its application to estimate school dropout in Brazilian municipality educational scenario. - Rafaella L. S. do Nascimento; Roberta A. de A. Fagundes; Renata M. C. R. de Souza; Francisco José de A. Cysneiros (Pattern Anal. Appl., 2023)

A Clustering Algorithm for Polygonal Data Applied to Scientific Journal Profiles. - Wagner J. F. Silva; Pedro J. C. Souza; Renata M. C. R. Souza; Francisco José de A. Cysneiros (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Generalized linear models for symbolic polygonal data. - Rafaella L. S. do Nascimento; Renata M. C. R. de Souza; Francisco José de A. Cysneiros (Knowl. Based Syst., 2024)

Sighted particles: improving swarm optimization by making particles aware of their surroundings. - 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 (Evol. Intell., 2024)