Renata M. C. R. de Souza

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 19

Top Topics

Membership Degrees

Breast Cancer Detection

Top Venues

Expert Syst. Appl.

Pattern Anal. Appl.

Knowl. Based Syst.

Publications

Rafaella L. S. do Nascimento, Renata M. C. R. de Souza, Francisco José de A. Cysneiros
Generalized linear models for symbolic polygonal data. Knowl. Based Syst. 290 (2024)
Wanessa W. L. Freitas, Renata M. C. R. de Souza, Getúlio J. A. Amaral, Ronei Marcos de Moraes
Regression applied to symbolic interval-spatial data. Appl. Intell. 54 (2) (2024)
Dailys Maite Aliaga Reyes, Leandro Carlos de Souza, Renata M. C. R. de Souza, Adriano L. I. de Oliveira
Parametrized linear regression for boxplot-multivalued data applied to the Brazilian Electric Sector. Inf. Sci. 652 (2024)
Gabriel B. Lima, Thiago de M. Chaves, Wanessa W. L. Freitas, Renata M. C. R. de Souza
Statistical learning from Brazilian fake news. Expert Syst. J. Knowl. Eng. 40 (3) (2023)
Rafaella L. S. do Nascimento, Roberta A. de A. Fagundes, Renata M. C. R. de Souza, Francisco José de A. Cysneiros
Interval regression model adequacy checking and its application to estimate school dropout in Brazilian municipality educational scenario. Pattern Anal. Appl. 26 (1) (2023)
Flávia R. S. Brasileiro, Delmiro D. Sampaio Neto, Telmo M. Silva Filho, Renata M. C. R. de Souza, Marcus C. de Araújo
Classifying breast lesions in Brazilian thermographic images using convolutional neural networks. Neural Comput. Appl. 35 (26) (2023)
Wanessa W. L. Freitas, Renata M. C. R. de Souza, Getúlio J. A. Amaral, Fernanda De Bastiani
Exploratory spatial analysis for interval data: A new autocorrelation index with COVID-19 and rent price applications. Expert Syst. Appl. 195 (2022)
Dailys Maite Aliaga Reyes, Renata M. C. R. de Souza, Adriano L. I. de Oliveira
A three-stage approach for modeling multiple time series applied to symbolic quartile data. Expert Syst. Appl. 187 (2022)
Maria Yêda Lima, Carla Silva, Renata M. C. R. de Souza
Explorando a especificação de cenários de teste de segurança no desenvolvimento orientado por comportamento (Behavior Driven Development). WER 2022 (2022)
Leandro Carlos de Souza, Bruno A. Pimentel, Telmo de Menezes e Silva Filho, Renata M. C. R. de Souza
Kohonen map-wise regression applied to interval data. Knowl. Based Syst. 224 (2021)
Any Caroliny D. Batista, Renata M. C. R. de Souza, Fabio Q. B. da Silva, Leandro de Almeida Melo, George Marsicano
Teamwork Quality and Team Success in Software Development: A Non-exact Replication Study. ESEM (2020)
Rodrigo B. de C. Cavalcanti, Bruno A. Pimentel, Carlos Wilson Dantas de Almeida, Renata M. C. R. de Souza
A Multivariate Fuzzy Kohonen Clustering Network. IJCNN (2019)
Bruno Almeida Pimentel, Renata M. C. R. de Souza
A Generalized Multivariate Approach for Possibilistic Fuzzy C-Means Clustering. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 26 (6) (2018)
Diego C. F. Queiroz, Renata M. C. R. de Souza, Francisco José de A. Cysneiros, Marcus C. Araújo
Kernelized inner product-based discriminant analysis for interval data. Pattern Anal. Appl. 21 (3) (2018)
Diêgo B. M. Maciel, Getúlio J. A. Amaral, Renata M. C. R. de Souza, Bruno A. Pimentel
Multivariate fuzzy k-modes algorithm. Pattern Anal. Appl. 20 (1) (2017)
Bruno A. Pimentel, Marcilio C. P. de Souto, Renata M. C. R. de Souza
Interpreting multivariate membership degrees of fuzzy clustering methods: A strategy. IJCNN (2017)
Dailys Maite Aliaga Reyes, Renata M. C. R. de Souza, Francisco José de A. Cysneiros
Predicting symbolic interval-valued data through symmetrical nonlinear regression. Int. J. Bus. Intell. Data Min. 12 (2) (2017)
Bruno Almeida Pimentel, Renata M. C. R. de Souza
Multivariate Fuzzy C-Means algorithms with weighting. Neurocomputing 174 (2016)
Roberta A. de A. Fagundes, Renata M. C. R. de Souza, Yanne M. G. Soares
Quantile regression of interval-valued data. ICPR (2016)
Juliana de A. G. Saraiva, Micael S. de França, Sérgio C. B. Soares, Fernando Castor Filho, Renata M. C. R. de Souza
Classifying metrics for assessing Object-Oriented Software Maintainability: A family of metrics' catalogs. J. Syst. Softw. 103 (2015)
Bruno A. Pimentel, Anderson F. B. F. da Costa, Renata M. C. R. de Souza
Input space versus feature space in kernel-based interval fuzzy C-Means clustering. IJCNN (2015)
Marcus C. Araújo, Rita C. F. Lima, Renata M. C. R. de Souza
Interval symbolic feature extraction for thermography breast cancer detection. Expert Syst. Appl. 41 (15) (2014)
Bruno Almeida Pimentel, Renata M. C. R. de Souza
A weighted multivariate Fuzzy C-Means method in interval-valued scientific production data. Expert Syst. Appl. 41 (7) (2014)
Bruno Almeida Pimentel, Renata M. C. R. de Souza
Possibilistic Clustering Methods for Interval-Valued Data. Int. J. Uncertain. Fuzziness Knowl. Based Syst. 22 (2) (2014)
Roberta A. de A. Fagundes, Renata M. C. R. de Souza, Francisco José de A. Cysneiros
Interval kernel regression. Neurocomputing 128 (2014)
Bruno A. Pimentel, Renata M. C. R. de Souza
A multivariate fuzzy c-means method. Appl. Soft Comput. 13 (4) (2013)
Carlos Wilson Dantas de Almeida, Renata M. C. R. de Souza, Ana Lucia B. Candeias
A shape descriptor based on symbolic data analysis. IJCNN (2013)
Carlos Wilson Dantas de Almeida, Renata M. C. R. de Souza, Ana Lucia B. Candeias
Fuzzy Kohonen clustering networks for interval data. Neurocomputing 99 (2013)
Anderson F. B. F. da Costa, Bruno A. Pimentel, Renata M. C. R. de Souza
Clustering interval data through kernel-induced feature space. J. Intell. Inf. Syst. 40 (1) (2013)
Roberta A. de A. Fagundes, Ricardo J. A. Queiroz Filho, Renata M. C. R. de Souza, Francisco José de A. Cysneiros
An interval nonparametric regression method. IJCNN (2013)
Roberta A. de A. Fagundes, Renata M. C. R. de Souza, Francisco José de A. Cysneiros
Robust regression with application to symbolic interval data. Eng. Appl. Artif. Intell. 26 (1) (2013)
Carlos Wilson Dantas de Almeida, Renata M. C. R. de Souza, Ana Lucia B. Candeias
Texture retrieval using co-occurrence matrix and symbolic interval data under scale and rotation invariance. SMC (2012)
Bruno Almeida Pimentel, Jarley Palmeira Nóbrega, Renata M. C. R. de Souza
Using Weighted Clustering and Symbolic Data to Evaluate Institutes's Scientific Production. ICANN (2) (2012)
Renata M. C. R. de Souza, Leonardo Vieira de Carvalho, Nicomedes L. Cavalcanti Junior
A novel adaptive fuzzy c-means algorithm for interval data type. FUZZ-IEEE (2012)
Bruno Almeida Pimentel, Renata M. C. R. de Souza
Possibilistic approach to clustering of interval data. SMC (2012)
Telmo de Menezes e Silva Filho, Renata M. C. R. de Souza
Pattern classifiers with adaptive distances. IJCNN (2011)
Bruno A. Pimentel, Anderson F. B. F. da Costa, Renata M. C. R. de Souza
A partitioning method for symbolic interval data based on kernelized metric. CIKM (2011)
Bruno A. Pimentel, Anderson F. B. F. da Costa, Renata M. C. R. de Souza
Kernel-based fuzzy clustering of interval data. FUZZ-IEEE (2011)
Renata M. C. R. de Souza, Diego C. F. Queiroz, Francisco José de A. Cysneiros
Logistic regression-based pattern classifiers for symbolic interval data. Pattern Anal. Appl. 14 (3) (2011)
Elaine Cristina de Assis, Renata M. C. R. de Souza
A K-medoids clustering algorithm for mixed feature-type symbolic data. SMC (2011)
Marco A. O. Domingues, Renata M. C. R. de Souza, Francisco José de A. Cysneiros
A robust method for linear regression of symbolic interval data. Pattern Recognit. Lett. 31 (13) (2010)
Anderson F. B. F. da Costa, Bruno A. Pimentel, Renata M. C. R. de Souza
K-means Clustering for Symbolic Interval Data Based on Aggregated Kernel Functions. ICTAI (2) (2010)
Carlos Wilson Dantas de Almeida, Renata M. C. R. de Souza, Ana Lucia B. Candeias
Texture classification based on co-occurrence matrix and self-organizing map. SMC (2010)
Roberta A. de A. Fagundes, Renata M. C. R. de Souza
Software Defect Estimation using Support Vector Regression. SEKE (2010)
Francisco de A. T. de Carvalho, Renata M. C. R. de Souza
Unsupervised pattern recognition models for mixed feature-type symbolic data. Pattern Recognit. Lett. 31 (5) (2010)
Anderson F. B. F. da Costa, Bruno A. Pimentel, Renata M. C. R. de Souza
A kernel k-means clustering method for symbolic interval data. IJCNN (2010)
Roberta A. de A. Fagundes, Renata M. C. R. de Souza, Francisco José de A. Cysneiros
A Robust Prediction Method for Interval Symbolic Data. ISDA (2009)
Renata L. M. E. do Rego, Márcio Ribeiro, Emanuella A. de Barros, Renata M. C. R. de Souza
A Self-organizing Based Approach for Bug Reports Retrieval. J. Digit. Inf. Manag. 7 (6) (2009)
Renata M. C. R. de Souza, Telmo de Menezes e Silva Filho
Optimized Learning Vector Quantization Classifier with an Adaptive Euclidean Distance. ICANN (1) (2009)
Renata M. C. R. de Souza, Francisco José de A. Cysneiros, Diego C. F. Queiroz, Roberta A. de A. Fagundes
A multi-class logistic regression model for interval data. SMC (2008)
Renata M. C. R. de Souza, Francisco José de A. Cysneiros, Diego C. F. Queiroz, Roberta A. de A. Fagundes
Two pattern classifiers for interval data based on binary regression models. ICDIM (2008)
Renata L. M. E. do Rego, Márcio Ribeiro, Emanuella Aleixo, Renata M. C. R. de Souza
Bug reports retrieval using Self-organizing Map. ICDIM (2008)
Carlos Wilson Dantas de Almeida, Renata M. C. R. de Souza, Nicomedes L. Cavalcanti Junior
Image retrieval using the curvature scale space (CSS) descriptor and the self-organizing map (SOM) model under scale invariance. IJCNN (2008)
Renata M. C. R. de Souza, Francisco José de A. Cysneiros, Diego C. F. Queiroz, Roberta A. de A. Fagundes
A Symbolic Pattern Classifier for Interval Data Based on Binary Probit Analysis. KI (2008)
Marco A. O. Domingues, Renata M. C. R. de Souza, Francisco José de A. Cysneiros
A Symmetrical Model Applied to Interval-Valued Data Containing Outliers with Heavy-Tail Distribution. ICONIP (2) (2008)
Renata M. C. R. de Souza, Diogo R. S. Salazar
A Non-linear Classifier for Symbolic Interval Data Based on a Region Oriented Approach. ICONIP (2) (2008)
Renata M. C. R. de Souza, André dos S. Sabóia
Bagging for a Region Oriented Symbolic Classifier. HIS (2008)
Renata M. C. R. de Souza, Francisco de A. T. de Carvalho
A Clustering Method for Mixed Feature-Type Symbolic Data using Adaptive Squared Euclidean Distances. HIS (2007)
Carlos Wilson Dantas de Almeida, Renata M. C. R. de Souza, Carlos E. B. Rodrigues, Nicomedes L. Cavalcanti Junior
Image Retrieval Using the Curvature Scale Space (CSS) Technique and the Self-Organizing Map (SOM) Model under Affine Transforms. HIS (2007)
Carlos Wilson Dantas de Almeida, Renata M. C. R. de Souza, Carlos E. B. Rodrigues, Nicomedes L. Cavalcanti Junior
Image retrieval using the curvature scale space (CSS) technique and the self-organizing map (SOM) model under rotation. ICDIM (2007)
Francisco de A. T. de Carvalho, Julio T. Pimentel, Lucas X. T. Bezerra, Renata M. C. R. de Souza
Clustering symbolic interval data based on a single adaptive hausdorff distance. SMC (2007)
Francisco de A. T. de Carvalho, Renata M. C. R. de Souza, Marie Chavent, Yves Lechevallier
Adaptive Hausdorff distances and dynamic clustering of symbolic interval data. Pattern Recognit. Lett. 27 (3) (2006)
Fabio C. D. Silva, Francisco de A. T. de Carvalho, Renata M. C. R. de Souza, Joyce Q. Silva
A Modal Symbolic Classifier for Interval Data. ICONIP (2) (2006)
Francisco de A. T. de Carvalho, Renata M. C. R. de Souza, Lucas X. T. Bezerra
A dynamical clustering method for symbolic interval data based on a single adaptive Euclidean distance. SBRN (2006)
Carlos Wilson Dantas de Almeida, Renata M. C. R. de Souza, Nicomedes L. Cavalcanti Junior
A Shape-Based Image Retrieval System Using the Curvature Scale Space (CSS) Technique and the Self-Organizing Map (SOM) Model. HIS (2006)
Renata M. C. R. de Souza, Francisco de A. T. de Carvalho, Daniel F. Pizzato
A Partitioning Method for Mixed Feature-Type Symbolic Data Using a Squared Euclidean Distance. KI (2006)
Renata M. C. R. de Souza, Francisco de A. T. de Carvalho, Fabio C. D. Silva
Clustering of Interval-Valued Data Using Adaptive Squared Euclidean Distances. ICONIP (2004)
Renata M. C. R. de Souza, Francisco de A. T. de Carvalho, Camilo P. Tenorio
Two Partitional Methods for Interval-Valued Data Using Mahalanobis Distances. IBERAMIA (2004)
Renata M. C. R. de Souza, Francisco de A. T. de Carvalho
Clustering of interval data based on city-block distances. Pattern Recognit. Lett. 25 (3) (2004)
Francisco de A. T. de Carvalho, Renata M. C. R. de Souza, Fabio C. D. Silva
A Clustering Method for Symbolic Interval-Type Data Using Adaptive Chebyshev Distances. SBIA (2004)
Simith T. D'Oliveira Junior, Francisco de A. T. de Carvalho, Renata M. C. R. de Souza
Classification of SAR Images Through a Convex Hull Region Oriented Approach. ICONIP (2004)
Simith T. D'Oliveira Junior, Francisco de A. T. de Carvalho, Renata M. C. R. de Souza
A Classifier for Quantitative Feature Values Based on a Region Oriented Symbolic Approach. IBERAMIA (2004)