Renata M. C. R. de Souza

73 papers A 2B 19C 6Misc 2Journal 29Unranked 14

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