Renata Maria Cardoso Rodrigues de Souza

Publicações

2026

Predicting Polycystic Ovary Syndrome Using Statistical Data Integration and Machine Learning with Low-Cost Information

MARANHAO, G. B. A.; FREITAS, W. W. L.; MIRANDA, B. A.; LINS, C. S.; Souza, R.M.C.R

NEURAL COMPUTING & APPLICATIONS

2026

Supervised Models for Analyzing Three-Dimensional Shapes

LAVOR, J. C. A.; AMARAL, G. J. A.; SOUZA, R. M. C. R.

COMPUTATIONAL STATISTICS

2026

Partitioning of Interval Data Using Adaptive Block Variance-Covariance Matrices

Ferreira, I. J.; Souza, L.C.; SOUZA, R. M. C. R.

NEURAL COMPUTING & APPLICATIONS

2024

Recommendation systems with user and item profiles based on symbolic modal data

Sampaio-Neto, D.D.; SILVA FILHO, T. M.; SOUZA, R. M. C. R.

NEURAL COMPUTING & APPLICATIONS

2024

Generalized linear models for symbolic polygonal data

DO NASCIMENTO, RAFAELLA L.S.; DE SOUZA, RENATA M.C.R.; CYSNEIROS, FRANCISCO JOSÉ A.

KNOWLEDGE-BASED SYSTEMS

2023

Interval Regression Model Adequacy Checking and its Application to Estimate School Dropout in Brazilian Municipality Educational Scenario

Nascimento, R.L.S.; Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

PATTERN ANALYSIS AND APPLICATIONS

2023

Regression Applied to Symbolic Interval-Spatial Data

FREITAS, W. W. L.; Souza, R.M.C.R; AMARAL, G. J. A.; Moraes, R. M.

APPLIED INTELLIGENCE

2023

Parametrized Linear Regression for Boxplot-Multivalued Data Applied to Brazilian Electric Sector

Reyes, S. D. M. A.; Souza, L.C.; Souza, R.M.C.R; OLIVEIRA, A. L. I.

INFORMATION SCIENCES

2023

A Clustering Algorithm for Polygonal Data Applied to Scientific Journal Profiles

SILVA, WAGNER J. F.; SOUZA, PEDRO J.C.; SOUZA, RENATA M.C.R.; CYSNEIROS, FRANCISCO JOSE A.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

2023

Classifying Breast Lesions in Brazilian Thermographic Images Using Convolutional Neural Networks

BRASILEIRO, F. R.; Sampaio-Neto, D.D.; SILVA FILHO, T. M.; SOUZA, R. M. C. R.; ARAUJO, M. C.

NEURAL COMPUTING & APPLICATIONS

2022

Sighted particles: improving swarm optimization by making particles aware of their surroundings

Silva, W. J. F.; SILVA FILHO, T. M.; Sampaio-Neto, D.D.; SOUZA, R. M. C. R.; OLIVEIRA, A. L. I.; CYSNEIROS, FRANCISCO J.A.

Evolutionary Intelligence

2022

Statistical Learning for Predicting School Dropout in Elementary Education: A Comparative Study

Nascimento, R.L.S.; Fagundes, R.A.A.; Souza, R.M.C.R

ANNALS OF DATA SCIENCE

2022

Statistical Learning from Brazilian Fake News

Lima, G. B.; Chaves, T. M.; FREITAS, W. W. L.; SOUZA, R. M. C. R.

EXPERT SYSTEMS

2022

Exploratory Spatial Analysis for Interval Data: a new autocorrelation index with COVID-19 and rent price applications

FREITAS, W. W. L.; Souza, R.M.C.R; AMARAL, G. J. A.; Bastiani, Fernanda

EXPERT SYSTEMS WITH APPLICATIONS

2022

A three-stage approach for modeling multiple time series applied to symbolic quartile data

REYES, DAILYS M.A.; DE SOUZA, RENATA M.C.R.; DE OLIVEIRA, ADRIANO L.I.

EXPERT SYSTEMS WITH APPLICATIONS

2021

Dynamic graph in a symbolic data framework: An account of the causal relation using COVID-19 reports and some reflections on the financial world

Nascimento, D.C.; Pimentel, B.A.; Souza, R.M.C.R; Costa, L.; Gonçalves, S.; Louzada, F.

CHAOS SOLITONS & FRACTALS

2021

Bivariate elliptical regression for modeling interval-valued data

Silva, W. J. F.; Souza, R.M.C.R; CYSNEIROS, F. J. A.

COMPUTATIONAL STATISTICS

2021

Kohonen map-wise regression applied to interval data

SOUZA, LEANDRO C.; PIMENTEL, BRUNO A.; SILVA FILHO, TELMO DE M.; DE SOUZA, RENATA M.C.R.

KNOWLEDGE-BASED SYSTEMS

2020

Teamwork Quality and Team Success in Software Development

BATISTA, A. C.; SOUZA, R. M. C. R.; Da Silva, Fábio. Q. B.; De Almeida, Leandro M.; Marsicano, George

[ESEM] ESEM '20: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement,

2020

psda: A tool for extracting knowledge from symbolic data with an application to Brazilian educational data

Silva, W. J. F.; Souza, R.M.C.R; CYSNEIROS, F. J. A.

SOFT COMPUTING

2020

Dynamic time series smoothing for symbolic interval data applied to neuroscience

NASCIMENTO, DIEGO C.; PIMENTEL, BRUNO; SOUZA, RENATA; LEITE, JOÃO P.; EDWARDS, DYLAN J.; SANTOS, TAIZA E.G.; LOUZADA, FRANCISCO

INFORMATION SCIENCES

2020

Dynamic clustering of interval data based on hybrid $$L_q$$ distance

DE SOUZA, LEANDRO CARLOS; DE SOUZA, RENATA MARIA CARDOSO RODRIGUES; DO AMARAL, GETÚLIO JOSÉ AMORIM

KNOWLEDGE AND INFORMATION SYSTEMS (ELECTRONIC RESOURCE)

2019

Using bagging to enhance clustering procedures for planar shapes

Assis, E.C.; Souza, R.M.C.R; AMARAL, G. J. A.

INTERNATIONAL JOURNAL OF BUSINESS INTELLIGENCE AND DATA MINING

2019

A Multivariate Fuzzy Kohonen Clustering Network

Cavalcanti, R B C.; Pimentel, B.A.; ALMEIDA, C. W. D.; Souza, R.M.C.R

[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)

2019

Estimating risk in capital asset pricing for interval-valued data

Reyes, S. D. M. A.; Souza, R.M.C.R; CYSNEIROS, FRANCISCO J.A.

INTERNATIONAL JOURNAL OF BUSINESS INFORMATION SYSTEMS (PRINT)

2019

Polygonal Data Analysis: A New Framework in Symbolic Data Analysis

Silva, W. J. F.; Souza, R.M.C.R; CYSNEIROS, F. J. A.

KNOWLEDGE-BASED SYSTEMS

2019

Investigating Different Fitness Criteria for Swarm-based Clustering

Souza, M.P.S.; SILVA FILHO, T. M.; AMARAL, G. J. A.; Souza, R.M.C.R

International Journal of Business Intelligence and Data Mining

2018

A Generalized Multivariate Approach for Possibilistic Fuzzy C-Means Clustering

Pimentel, B.A.; Souza, R.M.C.R

INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS

2018

Kernelized Inner Product-Based Discriminant Analysis for Interval Data

QUEIROZ, D. C. F.; Souza, R.M.C.R; CYSNEIROS, F. J. A.; ARAUJO, M. C.

PATTERN ANALYSIS AND APPLICATIONS

2017

An interval prototype classier based on a parameterized distance applied to breast thermographic images

ARAUJO, M. C.; Souza, R.M.C.R; SILVA FILHO, T. M.; LIMA, R. C. F.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

2017

Predicting symbolic interval-valued data through symmetrical nonlinear regression

Reyes, S. D. M. A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

International Journal of Business Intelligence and Data Mining

2017

Interpreting Multivariate Membership Degrees of Fuzzy Clustering Methods: a Strategy

Pimentel, B.A.; SOUTO, M. C. P.; Souza, R.M.C.R

[IJCNN] International Joint Conference on Neural Networks (IJCNN)

2017

A Parametrized Approach for Linear Regression of Interval Data

Souza, L.C.; Souza, R.M.C.R; AMARAL, G. J. A.; SILVA FILHO, T. M.

KNOWLEDGE-BASED SYSTEMS

2017

MULTIVARIATE FUZZY K-MODES ALGORITHM

MACIEL, D. B. M.; AMARAL, G. J. A.; Souza, R.M.C.R; Pimentel, B.A.

PATTERN ANALYSIS AND APPLICATIONS

2016

A Swarm-trained k-Nearest Prototypes Adaptive Classifier with Automatic Feature Selection for Interval Data Learning Systems

SILVA FILHO, T. M.; Souza, R.M.C.R; PRUDENCIO, R. B. C.

NEURAL NETWORKS

2016

Quantile Regression of Interval-Valued Data

Fagundes, R.A.A.; Souza, R.M.C.R; Soares, Y. M.G.

23 rd IInternational Conference on Pattern Recognition

2016

Zero-inflated prediction model in software-fault data

FAGUNDES, ROBERTA A.A.; SOUZA, RENATA M.C.R.; CYSNEIROS, FRANCISCO J.A.

IET Software (Online)

2015

An Interval Expectation Maximization Algorithm for Outlier Detection in Linear Regression

Barreiros, D.B.; DOMINGUES, M. A. O.; Souza, R.M.C.R; CYSNEIROS, F. J. A.

2015 International Conference on Artificial Intelligence (ICAI)

2015

Parametric and Nonparametric Mixture Models Based on Interval Regression

Fagundes, R.A.A.; Pimentel, B.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

2015 International Conference on Artificial Intelligence (ICAI)

2015

Classifying Metrics for Assessing Object-Oriented Software Maintainability: A Family of Metrics? Catalogs

SARAIVA, J. A. G.; FRANCA, M.; SOARES, S.; CASTOR, F.; Souza, R.M.C.R

JOURNAL OF SYSTEMS AND SOFTWARE

2015

Multivariate Fuzzy C-Means algorithms with weighting

PIMENTEL, BRUNO ALMEIDA; DE SOUZA, RENATA M.C.R.

NEUROCOMPUTING

2015

Input Space Versus Feature Space in Kernel-Based Interval Fuzzy C-Means Clustering

Pimentel, B.A.; DE SOUZA, RENATA M.C.R.

2015 International Joint Conference on Neural Networks

2015

Hybrid Methods for Fuzzy Clustering Based on Fuzzy C-Means and Improved Particle Swarm Optimization

SILVA FILHO, T. M.; Pimentel, B.A.; OLIVEIRA, A. L. I.; Souza, R.M.C.R

EXPERT SYSTEMS WITH APPLICATIONS

2014

Interval symbolic feature extraction for thermography breast cancer detection

ARAÚJO, MARCUS C.; LIMA, RITA C.F.; DE SOUZA, RENATA M.C.R.

EXPERT SYSTEMS WITH APPLICATIONS

2014

Interval Kernel Regression

Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

Neurocomputing (Amsterdam)

2014

Possibilistic Clustering Methods for Interval-Valued Data

Pimentel, B.A.; SOUZA, R. M. C. R.

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

2014

A Weighted Multivariate Fuzzy C-Means Method in Interval-Valued Scientific Production Data

Pimentel, B.A.; SOUZA, R. M. C. R.

EXPERT SYSTEMS WITH APPLICATIONS

2013

Fuzzy Learning Vector Quantization Approaches for Interval Data

SILVA FILHO, T. M.; SOUZA, R. M. C. R.

International Conference on Fuzzy Systems

2013

A Multivariate Fuzzy C-Means Method

Pimentel, B.A.; SOUZA, R. M. C. R.

Applied Soft Computing (Print)

2013

Estimation methods of presumed income (aceito para publicação)

Silva Junior, V.E.; SOUZA, R. M. C. R.; AMARAL, G. J. A.; Pedroza Junior, H. S.

[ICONIP] 20th International Conference on Neural Information Processing (ICONIP)

2013

Vehicle Image Classification Method Using Edge Dimensions, SVM and Prototype

Matos, F.M.S; SOUZA, R. M. C. R.

15th International Conference on Artificial Intelligence - ICAI 2013

2013

Fuzzy Kohonen Clustering Networks for Symbolic Interval Data

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

Neurocomputing (Amsterdam)

2013

An Interval Nonparametric Regression Method

Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

International Joint Conference on Neural Networks

2013

Robust Regression with Application to Symbolic Interval Data

Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

Engineering Applications of Artificial Intelligence

2013

Clustering Interval Data Through Kernel-Induced Feature Space

Costa, A.F.B.F; Pimentel, B.A.; SOUZA, R. M. C. R.

Journal of Intelligent Information Systems

2013

A Shape Descriptor Based on Symbolic Data Analysis

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

International Joint Conference on Neural Networks

2013

Hierarchical Classification of Vehicle Images Using NN with Conditional Adaptive Distance (aceito para publicação)

Matos, F.M.S; SOUZA, R. M. C. R.

[ICONIP] 20th International Conference on Neural Information Processing (ICONIP)

2012

Using Weighted Clustering and Symbolic Data to Evaluate Institutes?s Scientific Production

Pimentel, B.A.; Nóbrega, J.P.; SOUZA, R. M. C. R.

[ICANN] International Conference on Artificial Neural Networks (ICANN)

2012

A Weighted Learning Vector Quantization Approach for Interval Data

SILVA FILHO, T. M.; SOUZA, R. M. C. R.

19th International Conference on Neural Information Processing

2012

Texture Retrieval using Co-occurrence Matrix and Symbolic Interval Data under Scale and Rotation Invariance

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

[SMC] IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012)

2012

Possibilistic Approach to Clustering of Interval Data

Pimentel, B.A.; SOUZA, R. M. C. R.

[SMC] IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012)

2012

An ImageVehicle Classification Method Based on Edge and PCA Applied to Blocks

Matos, F.M.S; SOUZA, R. M. C. R.

[SMC] IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012)

2012

Vehicle Image Based on Edge: Features and Distance Comparison

Matos, F.M.S; SOUZA, R. M. C. R.

19th International Conference on Neural Information Processing (ICONIP2012)

2012

Comparative Analysis of Clustering Algorithms applied to the Classification of Bugs

SANTANA, A. M.; ARAUJO, F. O.; SILVA, J. R. F.; MUNIZ, P. F.; SOUZA, R. M. C. R.

19th International Conference on Neural Information Processing (ICONIP2012)

2012

A Fuzzy Weighted Clustering Method for Symbolic Interval Data

Alvin, A.F.M.; SOUZA, R. M. C. R.

[NAFIPS] 31st Annual NAFIPS Meeting

2012

IFKCN: Applying Fuzzy Kohonen Clustering Network to Interval Data

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

[IJCNN] 2012 IJCNN International Joint Conference on Neural Networks (Aceito para publicação)

2012

Assessing Reliability of Substation Spare Current Transformer System

MELO, C. G.; SOUZA, R. M. C. R.; SALGADO, L. R. B.

International Conference on Neural Information Processing (ICONIP2012)

2012

Texture classification based on symbolic data analysis

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

[ESANN] European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

2012

A Novel Adaptive Fuzzy c-Means Algorithm for Interval Data Type

SOUZA, R. M. C. R.; Carvalho, L.V.; Cavalcanti Junior, N.L.

2012 IEEE International Conference on Fuzzy Systems

2011

A Symbolic Robust Regression Model

CYSNEIROS, F. J. A.; Fagundes, R.A.A.; SOUZA, R. M. C. R.

26th International Workshop on Statistical Modelling

2011

Logistic Regression-Based Pattern Classifies for Symbolic Interval Data

SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.; QUEIROZ, D. C. F.

Pattern Analysis and Applications (Print)

2011

Kernel-Based Fuzzy Clustering of Interval Data

Pimentel, B.A.; Costa, A.F.B.F; SOUZA, R. M. C. R.

[FUZZIEEE] IEEE International Conference on Fuzzy Systems

2011

A Partitioning Method for Symbolic Interval Data Based on Kernelized Metric

Pimentel, B.A.; Costa, A.F.B.F; SOUZA, R. M. C. R.

[CIKM] ACM Conference on Information and Knowledge Management (CIKM 2011)

2011

Pattern Classifiers with Adaptive Distances

SILVA FILHO, T. M.; SOUZA, R. M. C. R.

2011 International Joint Conference on Neural Networks

2011

A K-Medoids Clustering Algorithm for Mixed Feature-type Symbolic Data

Assis, E.C.; SOUZA, R. M. C. R.

[SMC] IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2011)

2010

A Robust Method for Linear Regression of Symbolic

DOMINGUES, M. A. O.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

Pattern Recognition Letters

2010

A Kernel K-means Clustering Method for Symbolic Interval Data

Costa, A.F.B.F; Pimentel, B.A.; SOUZA, R. M. C. R.

[IJCNN] International Joint Conference on Neural Networks (IJCNN 2010)

2010

Texture classification based on co-occurrence matrix and self-organizing map

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

[SMC] 2010 IEEE Conference on Systems, Man and Cybernetics (SMC2010)

2010

Software Defect Estimation using Support Vector Regression

Fagundes, R.A.A.; SOUZA, R. M. C. R.

[SEKE] 2010 International Conference on Software Engineering and Knowledge Engineering (SEKE

2010

K-means Clustering for Symbolic Interval Data based on Aggregated Kernel Functions

Costa, A.F.B.F; Pimental, B.A.; SOUZA, R. M. C. R.

[ICTAI] 22nd IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2010)

2010

Unsupervised Pattern Recognition Models for Mixed Feature-Type Symbolic Data

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

Pattern Recognition Letters

2009

Using Symbolic Linear Regression For 4G Network

Nóbrega, O.O.; DOMINGUES, M. A. O.; SOUZA, R. M. C. R.; Cunha, P.R.F.

IADIS International Conference IADIS WWW/Internet 2009

2009

A Robust Prediction Method for Interval Symbolic Data

Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

[ISDA] International Conference on Intelligent Systems Design and Applications

2009

Optimized Learning Vector Quantization Classifier with an Adaptive Euclidean Distance

SOUZA, R. M. C. R.; SILVA FILHO, T. M.

19th International Conference on Artificial Neural Networks

2009

Effort Drivers Estimation for Brazilian Geographically Distributed Software Developement

ALMEIDA, A. C. M.; SOUZA, R. M. C. R.; AQUINO JUNIOR, G. S.; MEIRA, S. R. L.

Third International Conference on Software Engineering Approaches For Offshore and Outsourced Development (SEAFOOD)

2009

Nearest-Neighborhood Linear Regression in an Application with Software Effort Estimation

LEAL, L. Q.; Fagundes, R.A.A.; SOUZA, R. M. C. R.; MOURA, H. P.; GUSMAO, C. M.

[SMC] 2009 IEEE International Conference on Systems, Man, and Cybernetics

2009

A Self-organizing Based Approach for Bug Reports Retrieval

REGO, R. L. M. E.; RIBEIRO, M.; Barros, E. A.; SOUZA, R. M. C. R.

Journal of Digital Information Management

2008

Image Retrieval Using the Curvature Scale Space (CSS) Descriptor and the Self-Organizing Map (SOM) Model under Scale Invariance

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Cavalcanti Junior, N.L.

[IJCNN] 2008 International Joint Conference on Neural Networks (IJCNN 2008)

2008

A Symbolic Pattern Classifier for Interval Data Based on Binary Probit Analysis

SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.; QUEIROZ, D. C. F.; Fagundes, R.A.A.

Annual German Conference on Artificial Intelligence (KI 2008)

2008

A symmetrical model applied to interval-valued data containing outliers with heavy-tail distribution

DOMINGUES, M. A. O.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

15th International Conference on Neural Information Processing (ICONIP08)

2008

A Non-Linear Classifier for Symbolic Interval Data Based on a Region Oriented Approach

SOUZA, R. M. C. R.; SALAZAR, D. R. S.

15th International Conference on Neural Information Processing

2008

Bagging for a Region Oriented Symbolic Classifier

SOUZA, R. M. C. R.; SABOIA, A. S.

8th International Conference on Hybrid Intelligent Systems

2008

A Multi-Class Logistic Regression Model for Interval Data

SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.; QUEIROZ, D. C. F.; Fagundes, R.A.A.

[SMC] Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC 2008)

2008

Bug Reports Retrieval Using Self-Organizing Map

REGO, R. L. M. E.; RIBEIRO, M.; ALEIXO, E.; SOUZA, R. M. C. R.

[ICDIM] Third International Conference on Digital Information Management (ICDIM'08)

2008

Two Pattern Classifiers for Interval Data Based on Binary Regression Models

SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.; QUEIROZ, D. C. F.; Fagundes, R.A.A.

Third International Conference on Digital Information Management

2007

Image Retrieval Using the Curvature Scale Space (CSS) Technique

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; RODRIGUES, C. E. B.; Cavalcanti Junior, N.L.

[HIS] 7th International Conference on Hybrid Intelligent Systems - HIS 2007

2007

A Clustering Method for Mixed Feature-Type Symbolic Data using Adaptive Squared Euclidean Distances

SOUZA, R. M. C. R.; DE CARVALHO, F A T

[HIS] 7th International Conference on Hybrid Intelligent Systems - HIS

2007

Clustering symbolic interval data based on a single adaptive Hausdorff distance.

CARVALHO, F A T de; Pimentel, J.T.; BEZERRA, L. X. T.; SOUZA, R. M. C. R.

[SMC] 2007 IEEE International Conference on Systems, Man and Cybernetics (IEEE SMC 2007)

2007

Image Retrieval Using the Curvature Scale Space (CSS) Technique and the Self-Organizing Map (SOM) Model under Rotation

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; RODRIGUES, C. E. B.; Cavalcanti Junior, N.L.

[ICDIM] Second International Conference on Digital Information Management ICDIM 2007

2006

A Modal Symbolic Classifier for Interval Data

SILVA, Fabio C.d.; DE CARVALHO, F A T; SOUZA, R. M. C. R.; SILVA, J. Q.

13th International Conference on Neural Information Processing - ICONIP2006

2006

A dynamical clustering method for symbolic interval data based on a single adaptive Euclidean distance

DE CARVALHO, F A T; SOUZA, R. M. C. R.; BEZERRA, L. X. T.

Symposium on Artificial Neural Networks (SBRN 2006)

2006

A Partitioning Method for Mixed Feature-Type Symbolic Data using a Squared Euclidean Distance

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; PIZZATO, D. F.

29th annual German Conference on Artificial Intelligence

2006

A Dynamic Clustering Method for Mixed Feature-Type Symbolic Data

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; PIZZATO, D. F.

10th Conference of the International Federation of Classification Societies (IFCS2006)

2006

A Shape-Based Image Retrieval System Using the Curvature Scale Space (CSS)

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Cavalcanti Junior, N.L.

[HIS] Lecture Notes in Computer Science . 6th International Conference on Hybrid Intelligent Systems (HIS 06)

2006

Adaptive Hausdorff distances and dynamic clustering of symbolic interval data

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.; LECHEVALIER, Y.; Chavent, M.

Pattern Recognition Letters

2005

Agrupamento de Dados de Tipo Intervalo usando Distâncias Quadráticas Adaptativas

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T

Revista Tecnologia da Informação

2004

Clustering of Interval Data based on City-Block Distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T

PATTERN RECOGNITION LETTERS

2004

Dynamic Cluster Methods for Interval Data based on Mahalanobis Distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; TENÓRIO, Camilo P.; LECHEVALLIER, Yves

9th Conference of the International Federation of Classification Societies (IFCS2004)

2004

Dynamic clustering of interval data based on adaptive Chebyshev distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T

ELECTRONICS LETTERS

2004

Clustering of Interval-Valued Data Using Adaptive Squared Euclidean Distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; SILVA, F. C. D

[ICONIP] 11th International Conference on Neural Information Process - ICONIP 2004

2004

A Clustering Method for Symbolic Interval-Type Data using Adaptive Chebyshev Distances

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.; SILVA, F. C. D

XVII Brazilian Symposium on Artificial Intelligence - SBIA'04

2004

A dynamic cluster algorithm based on adaptive Lr distances

DE CARVALHO, F. A. T; LECHEVALLIER, Yves; SOUZA, R. M. C. R.

9th Conference of the International Federation of Classification Societies (IFCS2004)

2004

A Classifier for Quantitative Feature Values based on a Region Oriented Symbolic Approach

D'Oliveira Junior, S. T.; DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

[AI] 9th Ibero-American Conference on AI

2004

Two Partitional Methods for Interval-Valued Data Using Mahalanobis Distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; TENÓRIO, Camilo P.

[AI] 9th Ibero-American Conference on AI

2004

A Classification of SAR Images Through a Convex Hull Region Oriented Approach

D'Oliveira Junior, S. T.; DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

11th International Conference on Neural Information Processing -ICONIP 2004

2003

Clustering of Interval Data with Quadratic Adaptive Distances

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

Meeting of the Classification and Data analysis Group of the Italian Statistical Society, CLADAG - 2003

2003

Classificação Não Supervisionada de Dados de Tipo Intervalo Baseada em Distâncias Não Quadráticas

SOUZA, R. M. C. R.; SILVA, F. C. D; DE CARVALHO, F. A. T

[IV] IV ENIA - Encontro Nacional de Inteligência Artificial,

2003

Dynamical Clustering with Non-Quadratic Adaptive Distance for Interval Data

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

Progam and Abstracts of the 27th Annual Conference of the Germany Classification Society (GfKl2003)

2003

Classification Automatique des données de type intervalle basée sur une distance de Hausdorff adaptative

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; LECHEVALLIER, Y.

10èmes rencontres de la Société Francophone de Classification (SFC'2003),

2003

Unsupervised pattern recognition methods for interval data using non-quadratic distances

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

ELECTRONICS LETTERS

2002

A Modal Symbolic Pattern Classifier

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.; VERDE, R

CLADAG2001

2002

Operador Simbólico para Descrições do tipo Histograma

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

15 Simpósio Nacional de Probabilidade e Estatística (SINAPE 2002)

2002

Adaptative Clustering of Interval Data

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T

I Workshop on Symbolic Data Analysis - SBIA 2002

2000

Uma abordagem simbólica para a mineração de dados SAR

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; ANSELMO, C. A. F

14o. Simpósio Nacional de Probabilidade e Estatística (SINAPE)

2000

Symbolic Approach to Classify Large Data Sets

DE CARVALHO, F. A. T; ANSELMO, C. A. F; SOUZA, R. M. C. R.

7th Conference of the International Federation of Classification Societies (IFCS'2000),

1999

Symbolic approach to SAR image classification

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; FRERY, A. C

IEEE 1999 International Geoscience and Remote Sensing Symposium

1999

New Metrics for Constrained Boolean Symbolic Objects In: Conference on Knowledge Extraction and Symbolic Data Analysis

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

KESDA'98

1998

Statistical Proximity Functions of Boolean Symbolic Objects based on Histograms

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

6th Conference of the International Federation of Classification Societies (IFCS'98)

1998

Classificação simbólica não supervisionada baseada em distâncias

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.; ANSELMO, C. A. F.

13o Simposio Nacional de Probabilidade e Estatística

1998

Classificador Simbólico baseado em critérios de similaridade e dissimilaridade

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

13o Simpósio Nacional de Probabilidade e Estatística

Publicações

2026

Predicting Polycystic Ovary Syndrome Using Statistical Data Integration and Machine Learning with Low-Cost Information

MARANHAO, G. B. A.; FREITAS, W. W. L.; MIRANDA, B. A.; LINS, C. S.; Souza, R.M.C.R

NEURAL COMPUTING & APPLICATIONS

2026

Supervised Models for Analyzing Three-Dimensional Shapes

LAVOR, J. C. A.; AMARAL, G. J. A.; SOUZA, R. M. C. R.

COMPUTATIONAL STATISTICS

2026

Partitioning of Interval Data Using Adaptive Block Variance-Covariance Matrices

Ferreira, I. J.; Souza, L.C.; SOUZA, R. M. C. R.

NEURAL COMPUTING & APPLICATIONS

2024

Recommendation systems with user and item profiles based on symbolic modal data

Sampaio-Neto, D.D.; SILVA FILHO, T. M.; SOUZA, R. M. C. R.

NEURAL COMPUTING & APPLICATIONS

2024

Generalized linear models for symbolic polygonal data

DO NASCIMENTO, RAFAELLA L.S.; DE SOUZA, RENATA M.C.R.; CYSNEIROS, FRANCISCO JOSÉ A.

KNOWLEDGE-BASED SYSTEMS

2023

Interval Regression Model Adequacy Checking and its Application to Estimate School Dropout in Brazilian Municipality Educational Scenario

Nascimento, R.L.S.; Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

PATTERN ANALYSIS AND APPLICATIONS

2023

Regression Applied to Symbolic Interval-Spatial Data

FREITAS, W. W. L.; Souza, R.M.C.R; AMARAL, G. J. A.; Moraes, R. M.

APPLIED INTELLIGENCE

2023

Parametrized Linear Regression for Boxplot-Multivalued Data Applied to Brazilian Electric Sector

Reyes, S. D. M. A.; Souza, L.C.; Souza, R.M.C.R; OLIVEIRA, A. L. I.

INFORMATION SCIENCES

2023

A Clustering Algorithm for Polygonal Data Applied to Scientific Journal Profiles

SILVA, WAGNER J. F.; SOUZA, PEDRO J.C.; SOUZA, RENATA M.C.R.; CYSNEIROS, FRANCISCO JOSE A.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

2023

Classifying Breast Lesions in Brazilian Thermographic Images Using Convolutional Neural Networks

BRASILEIRO, F. R.; Sampaio-Neto, D.D.; SILVA FILHO, T. M.; SOUZA, R. M. C. R.; ARAUJO, M. C.

NEURAL COMPUTING & APPLICATIONS

2022

Sighted particles: improving swarm optimization by making particles aware of their surroundings

Silva, W. J. F.; SILVA FILHO, T. M.; Sampaio-Neto, D.D.; SOUZA, R. M. C. R.; OLIVEIRA, A. L. I.; CYSNEIROS, FRANCISCO J.A.

Evolutionary Intelligence

2022

Statistical Learning for Predicting School Dropout in Elementary Education: A Comparative Study

Nascimento, R.L.S.; Fagundes, R.A.A.; Souza, R.M.C.R

ANNALS OF DATA SCIENCE

2022

Statistical Learning from Brazilian Fake News

Lima, G. B.; Chaves, T. M.; FREITAS, W. W. L.; SOUZA, R. M. C. R.

EXPERT SYSTEMS

2022

Exploratory Spatial Analysis for Interval Data: a new autocorrelation index with COVID-19 and rent price applications

FREITAS, W. W. L.; Souza, R.M.C.R; AMARAL, G. J. A.; Bastiani, Fernanda

EXPERT SYSTEMS WITH APPLICATIONS

2022

A three-stage approach for modeling multiple time series applied to symbolic quartile data

REYES, DAILYS M.A.; DE SOUZA, RENATA M.C.R.; DE OLIVEIRA, ADRIANO L.I.

EXPERT SYSTEMS WITH APPLICATIONS

2021

Dynamic graph in a symbolic data framework: An account of the causal relation using COVID-19 reports and some reflections on the financial world

Nascimento, D.C.; Pimentel, B.A.; Souza, R.M.C.R; Costa, L.; Gonçalves, S.; Louzada, F.

CHAOS SOLITONS & FRACTALS

2021

Bivariate elliptical regression for modeling interval-valued data

Silva, W. J. F.; Souza, R.M.C.R; CYSNEIROS, F. J. A.

COMPUTATIONAL STATISTICS

2021

Kohonen map-wise regression applied to interval data

SOUZA, LEANDRO C.; PIMENTEL, BRUNO A.; SILVA FILHO, TELMO DE M.; DE SOUZA, RENATA M.C.R.

KNOWLEDGE-BASED SYSTEMS

2020

Teamwork Quality and Team Success in Software Development

BATISTA, A. C.; SOUZA, R. M. C. R.; Da Silva, Fábio. Q. B.; De Almeida, Leandro M.; Marsicano, George

[ESEM] ESEM '20: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement,

2020

psda: A tool for extracting knowledge from symbolic data with an application to Brazilian educational data

Silva, W. J. F.; Souza, R.M.C.R; CYSNEIROS, F. J. A.

SOFT COMPUTING

2020

Dynamic time series smoothing for symbolic interval data applied to neuroscience

NASCIMENTO, DIEGO C.; PIMENTEL, BRUNO; SOUZA, RENATA; LEITE, JOÃO P.; EDWARDS, DYLAN J.; SANTOS, TAIZA E.G.; LOUZADA, FRANCISCO

INFORMATION SCIENCES

2020

Dynamic clustering of interval data based on hybrid $$L_q$$ distance

DE SOUZA, LEANDRO CARLOS; DE SOUZA, RENATA MARIA CARDOSO RODRIGUES; DO AMARAL, GETÚLIO JOSÉ AMORIM

KNOWLEDGE AND INFORMATION SYSTEMS (ELECTRONIC RESOURCE)

2019

Using bagging to enhance clustering procedures for planar shapes

Assis, E.C.; Souza, R.M.C.R; AMARAL, G. J. A.

INTERNATIONAL JOURNAL OF BUSINESS INTELLIGENCE AND DATA MINING

2019

A Multivariate Fuzzy Kohonen Clustering Network

Cavalcanti, R B C.; Pimentel, B.A.; ALMEIDA, C. W. D.; Souza, R.M.C.R

[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)

2019

Estimating risk in capital asset pricing for interval-valued data

Reyes, S. D. M. A.; Souza, R.M.C.R; CYSNEIROS, FRANCISCO J.A.

INTERNATIONAL JOURNAL OF BUSINESS INFORMATION SYSTEMS (PRINT)

2019

Polygonal Data Analysis: A New Framework in Symbolic Data Analysis

Silva, W. J. F.; Souza, R.M.C.R; CYSNEIROS, F. J. A.

KNOWLEDGE-BASED SYSTEMS

2019

Investigating Different Fitness Criteria for Swarm-based Clustering

Souza, M.P.S.; SILVA FILHO, T. M.; AMARAL, G. J. A.; Souza, R.M.C.R

International Journal of Business Intelligence and Data Mining

2018

A Generalized Multivariate Approach for Possibilistic Fuzzy C-Means Clustering

Pimentel, B.A.; Souza, R.M.C.R

INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS

2018

Kernelized Inner Product-Based Discriminant Analysis for Interval Data

QUEIROZ, D. C. F.; Souza, R.M.C.R; CYSNEIROS, F. J. A.; ARAUJO, M. C.

PATTERN ANALYSIS AND APPLICATIONS

2017

An interval prototype classier based on a parameterized distance applied to breast thermographic images

ARAUJO, M. C.; Souza, R.M.C.R; SILVA FILHO, T. M.; LIMA, R. C. F.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

2017

Predicting symbolic interval-valued data through symmetrical nonlinear regression

Reyes, S. D. M. A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

International Journal of Business Intelligence and Data Mining

2017

Interpreting Multivariate Membership Degrees of Fuzzy Clustering Methods: a Strategy

Pimentel, B.A.; SOUTO, M. C. P.; Souza, R.M.C.R

[IJCNN] International Joint Conference on Neural Networks (IJCNN)

2017

A Parametrized Approach for Linear Regression of Interval Data

Souza, L.C.; Souza, R.M.C.R; AMARAL, G. J. A.; SILVA FILHO, T. M.

KNOWLEDGE-BASED SYSTEMS

2017

MULTIVARIATE FUZZY K-MODES ALGORITHM

MACIEL, D. B. M.; AMARAL, G. J. A.; Souza, R.M.C.R; Pimentel, B.A.

PATTERN ANALYSIS AND APPLICATIONS

2016

A Swarm-trained k-Nearest Prototypes Adaptive Classifier with Automatic Feature Selection for Interval Data Learning Systems

SILVA FILHO, T. M.; Souza, R.M.C.R; PRUDENCIO, R. B. C.

NEURAL NETWORKS

2016

Quantile Regression of Interval-Valued Data

Fagundes, R.A.A.; Souza, R.M.C.R; Soares, Y. M.G.

23 rd IInternational Conference on Pattern Recognition

2016

Zero-inflated prediction model in software-fault data

FAGUNDES, ROBERTA A.A.; SOUZA, RENATA M.C.R.; CYSNEIROS, FRANCISCO J.A.

IET Software (Online)

2015

An Interval Expectation Maximization Algorithm for Outlier Detection in Linear Regression

Barreiros, D.B.; DOMINGUES, M. A. O.; Souza, R.M.C.R; CYSNEIROS, F. J. A.

2015 International Conference on Artificial Intelligence (ICAI)

2015

Parametric and Nonparametric Mixture Models Based on Interval Regression

Fagundes, R.A.A.; Pimentel, B.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

2015 International Conference on Artificial Intelligence (ICAI)

2015

Classifying Metrics for Assessing Object-Oriented Software Maintainability: A Family of Metrics? Catalogs

SARAIVA, J. A. G.; FRANCA, M.; SOARES, S.; CASTOR, F.; Souza, R.M.C.R

JOURNAL OF SYSTEMS AND SOFTWARE

2015

Multivariate Fuzzy C-Means algorithms with weighting

PIMENTEL, BRUNO ALMEIDA; DE SOUZA, RENATA M.C.R.

NEUROCOMPUTING

2015

Input Space Versus Feature Space in Kernel-Based Interval Fuzzy C-Means Clustering

Pimentel, B.A.; DE SOUZA, RENATA M.C.R.

2015 International Joint Conference on Neural Networks

2015

Hybrid Methods for Fuzzy Clustering Based on Fuzzy C-Means and Improved Particle Swarm Optimization

SILVA FILHO, T. M.; Pimentel, B.A.; OLIVEIRA, A. L. I.; Souza, R.M.C.R

EXPERT SYSTEMS WITH APPLICATIONS

2014

Interval symbolic feature extraction for thermography breast cancer detection

ARAÚJO, MARCUS C.; LIMA, RITA C.F.; DE SOUZA, RENATA M.C.R.

EXPERT SYSTEMS WITH APPLICATIONS

2014

Interval Kernel Regression

Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

Neurocomputing (Amsterdam)

2014

Possibilistic Clustering Methods for Interval-Valued Data

Pimentel, B.A.; SOUZA, R. M. C. R.

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

2014

A Weighted Multivariate Fuzzy C-Means Method in Interval-Valued Scientific Production Data

Pimentel, B.A.; SOUZA, R. M. C. R.

EXPERT SYSTEMS WITH APPLICATIONS

2013

Fuzzy Learning Vector Quantization Approaches for Interval Data

SILVA FILHO, T. M.; SOUZA, R. M. C. R.

International Conference on Fuzzy Systems

2013

A Multivariate Fuzzy C-Means Method

Pimentel, B.A.; SOUZA, R. M. C. R.

Applied Soft Computing (Print)

2013

Estimation methods of presumed income (aceito para publicação)

Silva Junior, V.E.; SOUZA, R. M. C. R.; AMARAL, G. J. A.; Pedroza Junior, H. S.

[ICONIP] 20th International Conference on Neural Information Processing (ICONIP)

2013

Vehicle Image Classification Method Using Edge Dimensions, SVM and Prototype

Matos, F.M.S; SOUZA, R. M. C. R.

15th International Conference on Artificial Intelligence - ICAI 2013

2013

Fuzzy Kohonen Clustering Networks for Symbolic Interval Data

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

Neurocomputing (Amsterdam)

2013

An Interval Nonparametric Regression Method

Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

International Joint Conference on Neural Networks

2013

Robust Regression with Application to Symbolic Interval Data

Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

Engineering Applications of Artificial Intelligence

2013

Clustering Interval Data Through Kernel-Induced Feature Space

Costa, A.F.B.F; Pimentel, B.A.; SOUZA, R. M. C. R.

Journal of Intelligent Information Systems

2013

A Shape Descriptor Based on Symbolic Data Analysis

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

International Joint Conference on Neural Networks

2013

Hierarchical Classification of Vehicle Images Using NN with Conditional Adaptive Distance (aceito para publicação)

Matos, F.M.S; SOUZA, R. M. C. R.

[ICONIP] 20th International Conference on Neural Information Processing (ICONIP)

2012

Using Weighted Clustering and Symbolic Data to Evaluate Institutes?s Scientific Production

Pimentel, B.A.; Nóbrega, J.P.; SOUZA, R. M. C. R.

[ICANN] International Conference on Artificial Neural Networks (ICANN)

2012

A Weighted Learning Vector Quantization Approach for Interval Data

SILVA FILHO, T. M.; SOUZA, R. M. C. R.

19th International Conference on Neural Information Processing

2012

Texture Retrieval using Co-occurrence Matrix and Symbolic Interval Data under Scale and Rotation Invariance

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

[SMC] IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012)

2012

Possibilistic Approach to Clustering of Interval Data

Pimentel, B.A.; SOUZA, R. M. C. R.

[SMC] IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012)

2012

An ImageVehicle Classification Method Based on Edge and PCA Applied to Blocks

Matos, F.M.S; SOUZA, R. M. C. R.

[SMC] IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012)

2012

Vehicle Image Based on Edge: Features and Distance Comparison

Matos, F.M.S; SOUZA, R. M. C. R.

19th International Conference on Neural Information Processing (ICONIP2012)

2012

Comparative Analysis of Clustering Algorithms applied to the Classification of Bugs

SANTANA, A. M.; ARAUJO, F. O.; SILVA, J. R. F.; MUNIZ, P. F.; SOUZA, R. M. C. R.

19th International Conference on Neural Information Processing (ICONIP2012)

2012

A Fuzzy Weighted Clustering Method for Symbolic Interval Data

Alvin, A.F.M.; SOUZA, R. M. C. R.

[NAFIPS] 31st Annual NAFIPS Meeting

2012

IFKCN: Applying Fuzzy Kohonen Clustering Network to Interval Data

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

[IJCNN] 2012 IJCNN International Joint Conference on Neural Networks (Aceito para publicação)

2012

Assessing Reliability of Substation Spare Current Transformer System

MELO, C. G.; SOUZA, R. M. C. R.; SALGADO, L. R. B.

International Conference on Neural Information Processing (ICONIP2012)

2012

Texture classification based on symbolic data analysis

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

[ESANN] European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

2012

A Novel Adaptive Fuzzy c-Means Algorithm for Interval Data Type

SOUZA, R. M. C. R.; Carvalho, L.V.; Cavalcanti Junior, N.L.

2012 IEEE International Conference on Fuzzy Systems

2011

A Symbolic Robust Regression Model

CYSNEIROS, F. J. A.; Fagundes, R.A.A.; SOUZA, R. M. C. R.

26th International Workshop on Statistical Modelling

2011

Logistic Regression-Based Pattern Classifies for Symbolic Interval Data

SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.; QUEIROZ, D. C. F.

Pattern Analysis and Applications (Print)

2011

Kernel-Based Fuzzy Clustering of Interval Data

Pimentel, B.A.; Costa, A.F.B.F; SOUZA, R. M. C. R.

[FUZZIEEE] IEEE International Conference on Fuzzy Systems

2011

A Partitioning Method for Symbolic Interval Data Based on Kernelized Metric

Pimentel, B.A.; Costa, A.F.B.F; SOUZA, R. M. C. R.

[CIKM] ACM Conference on Information and Knowledge Management (CIKM 2011)

2011

Pattern Classifiers with Adaptive Distances

SILVA FILHO, T. M.; SOUZA, R. M. C. R.

2011 International Joint Conference on Neural Networks

2011

A K-Medoids Clustering Algorithm for Mixed Feature-type Symbolic Data

Assis, E.C.; SOUZA, R. M. C. R.

[SMC] IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2011)

2010

A Robust Method for Linear Regression of Symbolic

DOMINGUES, M. A. O.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

Pattern Recognition Letters

2010

A Kernel K-means Clustering Method for Symbolic Interval Data

Costa, A.F.B.F; Pimentel, B.A.; SOUZA, R. M. C. R.

[IJCNN] International Joint Conference on Neural Networks (IJCNN 2010)

2010

Texture classification based on co-occurrence matrix and self-organizing map

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

[SMC] 2010 IEEE Conference on Systems, Man and Cybernetics (SMC2010)

2010

Software Defect Estimation using Support Vector Regression

Fagundes, R.A.A.; SOUZA, R. M. C. R.

[SEKE] 2010 International Conference on Software Engineering and Knowledge Engineering (SEKE

2010

K-means Clustering for Symbolic Interval Data based on Aggregated Kernel Functions

Costa, A.F.B.F; Pimental, B.A.; SOUZA, R. M. C. R.

[ICTAI] 22nd IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2010)

2010

Unsupervised Pattern Recognition Models for Mixed Feature-Type Symbolic Data

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

Pattern Recognition Letters

2009

Using Symbolic Linear Regression For 4G Network

Nóbrega, O.O.; DOMINGUES, M. A. O.; SOUZA, R. M. C. R.; Cunha, P.R.F.

IADIS International Conference IADIS WWW/Internet 2009

2009

A Robust Prediction Method for Interval Symbolic Data

Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

[ISDA] International Conference on Intelligent Systems Design and Applications

2009

Optimized Learning Vector Quantization Classifier with an Adaptive Euclidean Distance

SOUZA, R. M. C. R.; SILVA FILHO, T. M.

19th International Conference on Artificial Neural Networks

2009

Effort Drivers Estimation for Brazilian Geographically Distributed Software Developement

ALMEIDA, A. C. M.; SOUZA, R. M. C. R.; AQUINO JUNIOR, G. S.; MEIRA, S. R. L.

Third International Conference on Software Engineering Approaches For Offshore and Outsourced Development (SEAFOOD)

2009

Nearest-Neighborhood Linear Regression in an Application with Software Effort Estimation

LEAL, L. Q.; Fagundes, R.A.A.; SOUZA, R. M. C. R.; MOURA, H. P.; GUSMAO, C. M.

[SMC] 2009 IEEE International Conference on Systems, Man, and Cybernetics

2009

A Self-organizing Based Approach for Bug Reports Retrieval

REGO, R. L. M. E.; RIBEIRO, M.; Barros, E. A.; SOUZA, R. M. C. R.

Journal of Digital Information Management

2008

Image Retrieval Using the Curvature Scale Space (CSS) Descriptor and the Self-Organizing Map (SOM) Model under Scale Invariance

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Cavalcanti Junior, N.L.

[IJCNN] 2008 International Joint Conference on Neural Networks (IJCNN 2008)

2008

A Symbolic Pattern Classifier for Interval Data Based on Binary Probit Analysis

SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.; QUEIROZ, D. C. F.; Fagundes, R.A.A.

Annual German Conference on Artificial Intelligence (KI 2008)

2008

A symmetrical model applied to interval-valued data containing outliers with heavy-tail distribution

DOMINGUES, M. A. O.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

15th International Conference on Neural Information Processing (ICONIP08)

2008

A Non-Linear Classifier for Symbolic Interval Data Based on a Region Oriented Approach

SOUZA, R. M. C. R.; SALAZAR, D. R. S.

15th International Conference on Neural Information Processing

2008

Bagging for a Region Oriented Symbolic Classifier

SOUZA, R. M. C. R.; SABOIA, A. S.

8th International Conference on Hybrid Intelligent Systems

2008

A Multi-Class Logistic Regression Model for Interval Data

SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.; QUEIROZ, D. C. F.; Fagundes, R.A.A.

[SMC] Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC 2008)

2008

Bug Reports Retrieval Using Self-Organizing Map

REGO, R. L. M. E.; RIBEIRO, M.; ALEIXO, E.; SOUZA, R. M. C. R.

[ICDIM] Third International Conference on Digital Information Management (ICDIM'08)

2008

Two Pattern Classifiers for Interval Data Based on Binary Regression Models

SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.; QUEIROZ, D. C. F.; Fagundes, R.A.A.

Third International Conference on Digital Information Management

2007

Image Retrieval Using the Curvature Scale Space (CSS) Technique

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; RODRIGUES, C. E. B.; Cavalcanti Junior, N.L.

[HIS] 7th International Conference on Hybrid Intelligent Systems - HIS 2007

2007

A Clustering Method for Mixed Feature-Type Symbolic Data using Adaptive Squared Euclidean Distances

SOUZA, R. M. C. R.; DE CARVALHO, F A T

[HIS] 7th International Conference on Hybrid Intelligent Systems - HIS

2007

Clustering symbolic interval data based on a single adaptive Hausdorff distance.

CARVALHO, F A T de; Pimentel, J.T.; BEZERRA, L. X. T.; SOUZA, R. M. C. R.

[SMC] 2007 IEEE International Conference on Systems, Man and Cybernetics (IEEE SMC 2007)

2007

Image Retrieval Using the Curvature Scale Space (CSS) Technique and the Self-Organizing Map (SOM) Model under Rotation

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; RODRIGUES, C. E. B.; Cavalcanti Junior, N.L.

[ICDIM] Second International Conference on Digital Information Management ICDIM 2007

2006

A Modal Symbolic Classifier for Interval Data

SILVA, Fabio C.d.; DE CARVALHO, F A T; SOUZA, R. M. C. R.; SILVA, J. Q.

13th International Conference on Neural Information Processing - ICONIP2006

2006

A dynamical clustering method for symbolic interval data based on a single adaptive Euclidean distance

DE CARVALHO, F A T; SOUZA, R. M. C. R.; BEZERRA, L. X. T.

Symposium on Artificial Neural Networks (SBRN 2006)

2006

A Partitioning Method for Mixed Feature-Type Symbolic Data using a Squared Euclidean Distance

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; PIZZATO, D. F.

29th annual German Conference on Artificial Intelligence

2006

A Dynamic Clustering Method for Mixed Feature-Type Symbolic Data

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; PIZZATO, D. F.

10th Conference of the International Federation of Classification Societies (IFCS2006)

2006

A Shape-Based Image Retrieval System Using the Curvature Scale Space (CSS)

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Cavalcanti Junior, N.L.

[HIS] Lecture Notes in Computer Science . 6th International Conference on Hybrid Intelligent Systems (HIS 06)

2006

Adaptive Hausdorff distances and dynamic clustering of symbolic interval data

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.; LECHEVALIER, Y.; Chavent, M.

Pattern Recognition Letters

2005

Agrupamento de Dados de Tipo Intervalo usando Distâncias Quadráticas Adaptativas

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T

Revista Tecnologia da Informação

2004

Clustering of Interval Data based on City-Block Distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T

PATTERN RECOGNITION LETTERS

2004

Dynamic Cluster Methods for Interval Data based on Mahalanobis Distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; TENÓRIO, Camilo P.; LECHEVALLIER, Yves

9th Conference of the International Federation of Classification Societies (IFCS2004)

2004

Dynamic clustering of interval data based on adaptive Chebyshev distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T

ELECTRONICS LETTERS

2004

Clustering of Interval-Valued Data Using Adaptive Squared Euclidean Distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; SILVA, F. C. D

[ICONIP] 11th International Conference on Neural Information Process - ICONIP 2004

2004

A Clustering Method for Symbolic Interval-Type Data using Adaptive Chebyshev Distances

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.; SILVA, F. C. D

XVII Brazilian Symposium on Artificial Intelligence - SBIA'04

2004

A dynamic cluster algorithm based on adaptive Lr distances

DE CARVALHO, F. A. T; LECHEVALLIER, Yves; SOUZA, R. M. C. R.

9th Conference of the International Federation of Classification Societies (IFCS2004)

2004

A Classifier for Quantitative Feature Values based on a Region Oriented Symbolic Approach

D'Oliveira Junior, S. T.; DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

[AI] 9th Ibero-American Conference on AI

2004

Two Partitional Methods for Interval-Valued Data Using Mahalanobis Distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; TENÓRIO, Camilo P.

[AI] 9th Ibero-American Conference on AI

2004

A Classification of SAR Images Through a Convex Hull Region Oriented Approach

D'Oliveira Junior, S. T.; DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

11th International Conference on Neural Information Processing -ICONIP 2004

2003

Clustering of Interval Data with Quadratic Adaptive Distances

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

Meeting of the Classification and Data analysis Group of the Italian Statistical Society, CLADAG - 2003

2003

Classificação Não Supervisionada de Dados de Tipo Intervalo Baseada em Distâncias Não Quadráticas

SOUZA, R. M. C. R.; SILVA, F. C. D; DE CARVALHO, F. A. T

[IV] IV ENIA - Encontro Nacional de Inteligência Artificial,

2003

Dynamical Clustering with Non-Quadratic Adaptive Distance for Interval Data

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

Progam and Abstracts of the 27th Annual Conference of the Germany Classification Society (GfKl2003)

2003

Classification Automatique des données de type intervalle basée sur une distance de Hausdorff adaptative

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; LECHEVALLIER, Y.

10èmes rencontres de la Société Francophone de Classification (SFC'2003),

2003

Unsupervised pattern recognition methods for interval data using non-quadratic distances

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

ELECTRONICS LETTERS

2002

A Modal Symbolic Pattern Classifier

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.; VERDE, R

CLADAG2001

2002

Operador Simbólico para Descrições do tipo Histograma

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

15 Simpósio Nacional de Probabilidade e Estatística (SINAPE 2002)

2002

Adaptative Clustering of Interval Data

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T

I Workshop on Symbolic Data Analysis - SBIA 2002

2000

Uma abordagem simbólica para a mineração de dados SAR

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; ANSELMO, C. A. F

14o. Simpósio Nacional de Probabilidade e Estatística (SINAPE)

2000

Symbolic Approach to Classify Large Data Sets

DE CARVALHO, F. A. T; ANSELMO, C. A. F; SOUZA, R. M. C. R.

7th Conference of the International Federation of Classification Societies (IFCS'2000),

1999

Symbolic approach to SAR image classification

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; FRERY, A. C

IEEE 1999 International Geoscience and Remote Sensing Symposium

1999

New Metrics for Constrained Boolean Symbolic Objects In: Conference on Knowledge Extraction and Symbolic Data Analysis

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

KESDA'98

1998

Statistical Proximity Functions of Boolean Symbolic Objects based on Histograms

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

6th Conference of the International Federation of Classification Societies (IFCS'98)

1998

Classificação simbólica não supervisionada baseada em distâncias

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.; ANSELMO, C. A. F.

13o Simposio Nacional de Probabilidade e Estatística

1998

Classificador Simbólico baseado em critérios de similaridade e dissimilaridade

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

13o Simpósio Nacional de Probabilidade e Estatística

2023

ARAUJO, GUILHERME JOSÉ FERREIRA DE; GOMES, A. S.

2023

ARAUJO, GUILHERME JOSÉ FERREIRA DE; GOMES, A. S.

2023

ARAUJO, GUILHERME JOSÉ FERREIRA DE; GOMES, A. S.

2023

ARAUJO, GUILHERME JOSÉ FERREIRA DE; GOMES, A. S.

2023

ARAUJO, GUILHERME JOSÉ FERREIRA DE; GOMES, A. S.

Publicações

2026

Predicting Polycystic Ovary Syndrome Using Statistical Data Integration and Machine Learning with Low-Cost Information

MARANHAO, G. B. A.; FREITAS, W. W. L.; MIRANDA, B. A.; LINS, C. S.; Souza, R.M.C.R

NEURAL COMPUTING & APPLICATIONS

2026

Supervised Models for Analyzing Three-Dimensional Shapes

LAVOR, J. C. A.; AMARAL, G. J. A.; SOUZA, R. M. C. R.

COMPUTATIONAL STATISTICS

2026

Partitioning of Interval Data Using Adaptive Block Variance-Covariance Matrices

Ferreira, I. J.; Souza, L.C.; SOUZA, R. M. C. R.

NEURAL COMPUTING & APPLICATIONS

2024

Recommendation systems with user and item profiles based on symbolic modal data

Sampaio-Neto, D.D.; SILVA FILHO, T. M.; SOUZA, R. M. C. R.

NEURAL COMPUTING & APPLICATIONS

2024

Generalized linear models for symbolic polygonal data

DO NASCIMENTO, RAFAELLA L.S.; DE SOUZA, RENATA M.C.R.; CYSNEIROS, FRANCISCO JOSÉ A.

KNOWLEDGE-BASED SYSTEMS

2023

Interval Regression Model Adequacy Checking and its Application to Estimate School Dropout in Brazilian Municipality Educational Scenario

Nascimento, R.L.S.; Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

PATTERN ANALYSIS AND APPLICATIONS

2023

Regression Applied to Symbolic Interval-Spatial Data

FREITAS, W. W. L.; Souza, R.M.C.R; AMARAL, G. J. A.; Moraes, R. M.

APPLIED INTELLIGENCE

2023

Parametrized Linear Regression for Boxplot-Multivalued Data Applied to Brazilian Electric Sector

Reyes, S. D. M. A.; Souza, L.C.; Souza, R.M.C.R; OLIVEIRA, A. L. I.

INFORMATION SCIENCES

2023

A Clustering Algorithm for Polygonal Data Applied to Scientific Journal Profiles

SILVA, WAGNER J. F.; SOUZA, PEDRO J.C.; SOUZA, RENATA M.C.R.; CYSNEIROS, FRANCISCO JOSE A.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

2023

Classifying Breast Lesions in Brazilian Thermographic Images Using Convolutional Neural Networks

BRASILEIRO, F. R.; Sampaio-Neto, D.D.; SILVA FILHO, T. M.; SOUZA, R. M. C. R.; ARAUJO, M. C.

NEURAL COMPUTING & APPLICATIONS

2022

Sighted particles: improving swarm optimization by making particles aware of their surroundings

Silva, W. J. F.; SILVA FILHO, T. M.; Sampaio-Neto, D.D.; SOUZA, R. M. C. R.; OLIVEIRA, A. L. I.; CYSNEIROS, FRANCISCO J.A.

Evolutionary Intelligence

2022

Statistical Learning for Predicting School Dropout in Elementary Education: A Comparative Study

Nascimento, R.L.S.; Fagundes, R.A.A.; Souza, R.M.C.R

ANNALS OF DATA SCIENCE

2022

Statistical Learning from Brazilian Fake News

Lima, G. B.; Chaves, T. M.; FREITAS, W. W. L.; SOUZA, R. M. C. R.

EXPERT SYSTEMS

2022

Exploratory Spatial Analysis for Interval Data: a new autocorrelation index with COVID-19 and rent price applications

FREITAS, W. W. L.; Souza, R.M.C.R; AMARAL, G. J. A.; Bastiani, Fernanda

EXPERT SYSTEMS WITH APPLICATIONS

2022

A three-stage approach for modeling multiple time series applied to symbolic quartile data

REYES, DAILYS M.A.; DE SOUZA, RENATA M.C.R.; DE OLIVEIRA, ADRIANO L.I.

EXPERT SYSTEMS WITH APPLICATIONS

2021

Dynamic graph in a symbolic data framework: An account of the causal relation using COVID-19 reports and some reflections on the financial world

Nascimento, D.C.; Pimentel, B.A.; Souza, R.M.C.R; Costa, L.; Gonçalves, S.; Louzada, F.

CHAOS SOLITONS & FRACTALS

2021

Bivariate elliptical regression for modeling interval-valued data

Silva, W. J. F.; Souza, R.M.C.R; CYSNEIROS, F. J. A.

COMPUTATIONAL STATISTICS

2021

Kohonen map-wise regression applied to interval data

SOUZA, LEANDRO C.; PIMENTEL, BRUNO A.; SILVA FILHO, TELMO DE M.; DE SOUZA, RENATA M.C.R.

KNOWLEDGE-BASED SYSTEMS

2020

Teamwork Quality and Team Success in Software Development

BATISTA, A. C.; SOUZA, R. M. C. R.; Da Silva, Fábio. Q. B.; De Almeida, Leandro M.; Marsicano, George

[ESEM] ESEM '20: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement,

2020

psda: A tool for extracting knowledge from symbolic data with an application to Brazilian educational data

Silva, W. J. F.; Souza, R.M.C.R; CYSNEIROS, F. J. A.

SOFT COMPUTING

2020

Dynamic time series smoothing for symbolic interval data applied to neuroscience

NASCIMENTO, DIEGO C.; PIMENTEL, BRUNO; SOUZA, RENATA; LEITE, JOÃO P.; EDWARDS, DYLAN J.; SANTOS, TAIZA E.G.; LOUZADA, FRANCISCO

INFORMATION SCIENCES

2020

Dynamic clustering of interval data based on hybrid $$L_q$$ distance

DE SOUZA, LEANDRO CARLOS; DE SOUZA, RENATA MARIA CARDOSO RODRIGUES; DO AMARAL, GETÚLIO JOSÉ AMORIM

KNOWLEDGE AND INFORMATION SYSTEMS (ELECTRONIC RESOURCE)

2019

Using bagging to enhance clustering procedures for planar shapes

Assis, E.C.; Souza, R.M.C.R; AMARAL, G. J. A.

INTERNATIONAL JOURNAL OF BUSINESS INTELLIGENCE AND DATA MINING

2019

A Multivariate Fuzzy Kohonen Clustering Network

Cavalcanti, R B C.; Pimentel, B.A.; ALMEIDA, C. W. D.; Souza, R.M.C.R

[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)

2019

Estimating risk in capital asset pricing for interval-valued data

Reyes, S. D. M. A.; Souza, R.M.C.R; CYSNEIROS, FRANCISCO J.A.

INTERNATIONAL JOURNAL OF BUSINESS INFORMATION SYSTEMS (PRINT)

2019

Polygonal Data Analysis: A New Framework in Symbolic Data Analysis

Silva, W. J. F.; Souza, R.M.C.R; CYSNEIROS, F. J. A.

KNOWLEDGE-BASED SYSTEMS

2019

Investigating Different Fitness Criteria for Swarm-based Clustering

Souza, M.P.S.; SILVA FILHO, T. M.; AMARAL, G. J. A.; Souza, R.M.C.R

International Journal of Business Intelligence and Data Mining

2018

A Generalized Multivariate Approach for Possibilistic Fuzzy C-Means Clustering

Pimentel, B.A.; Souza, R.M.C.R

INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS

2018

Kernelized Inner Product-Based Discriminant Analysis for Interval Data

QUEIROZ, D. C. F.; Souza, R.M.C.R; CYSNEIROS, F. J. A.; ARAUJO, M. C.

PATTERN ANALYSIS AND APPLICATIONS

2017

An interval prototype classier based on a parameterized distance applied to breast thermographic images

ARAUJO, M. C.; Souza, R.M.C.R; SILVA FILHO, T. M.; LIMA, R. C. F.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

2017

Predicting symbolic interval-valued data through symmetrical nonlinear regression

Reyes, S. D. M. A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

International Journal of Business Intelligence and Data Mining

2017

Interpreting Multivariate Membership Degrees of Fuzzy Clustering Methods: a Strategy

Pimentel, B.A.; SOUTO, M. C. P.; Souza, R.M.C.R

[IJCNN] International Joint Conference on Neural Networks (IJCNN)

2017

A Parametrized Approach for Linear Regression of Interval Data

Souza, L.C.; Souza, R.M.C.R; AMARAL, G. J. A.; SILVA FILHO, T. M.

KNOWLEDGE-BASED SYSTEMS

2017

MULTIVARIATE FUZZY K-MODES ALGORITHM

MACIEL, D. B. M.; AMARAL, G. J. A.; Souza, R.M.C.R; Pimentel, B.A.

PATTERN ANALYSIS AND APPLICATIONS

2016

A Swarm-trained k-Nearest Prototypes Adaptive Classifier with Automatic Feature Selection for Interval Data Learning Systems

SILVA FILHO, T. M.; Souza, R.M.C.R; PRUDENCIO, R. B. C.

NEURAL NETWORKS

2016

Quantile Regression of Interval-Valued Data

Fagundes, R.A.A.; Souza, R.M.C.R; Soares, Y. M.G.

23 rd IInternational Conference on Pattern Recognition

2016

Zero-inflated prediction model in software-fault data

FAGUNDES, ROBERTA A.A.; SOUZA, RENATA M.C.R.; CYSNEIROS, FRANCISCO J.A.

IET Software (Online)

2015

An Interval Expectation Maximization Algorithm for Outlier Detection in Linear Regression

Barreiros, D.B.; DOMINGUES, M. A. O.; Souza, R.M.C.R; CYSNEIROS, F. J. A.

2015 International Conference on Artificial Intelligence (ICAI)

2015

Parametric and Nonparametric Mixture Models Based on Interval Regression

Fagundes, R.A.A.; Pimentel, B.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

2015 International Conference on Artificial Intelligence (ICAI)

2015

Classifying Metrics for Assessing Object-Oriented Software Maintainability: A Family of Metrics? Catalogs

SARAIVA, J. A. G.; FRANCA, M.; SOARES, S.; CASTOR, F.; Souza, R.M.C.R

JOURNAL OF SYSTEMS AND SOFTWARE

2015

Multivariate Fuzzy C-Means algorithms with weighting

PIMENTEL, BRUNO ALMEIDA; DE SOUZA, RENATA M.C.R.

NEUROCOMPUTING

2015

Input Space Versus Feature Space in Kernel-Based Interval Fuzzy C-Means Clustering

Pimentel, B.A.; DE SOUZA, RENATA M.C.R.

2015 International Joint Conference on Neural Networks

2015

Hybrid Methods for Fuzzy Clustering Based on Fuzzy C-Means and Improved Particle Swarm Optimization

SILVA FILHO, T. M.; Pimentel, B.A.; OLIVEIRA, A. L. I.; Souza, R.M.C.R

EXPERT SYSTEMS WITH APPLICATIONS

2014

Interval symbolic feature extraction for thermography breast cancer detection

ARAÚJO, MARCUS C.; LIMA, RITA C.F.; DE SOUZA, RENATA M.C.R.

EXPERT SYSTEMS WITH APPLICATIONS

2014

Interval Kernel Regression

Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

Neurocomputing (Amsterdam)

2014

Possibilistic Clustering Methods for Interval-Valued Data

Pimentel, B.A.; SOUZA, R. M. C. R.

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

2014

A Weighted Multivariate Fuzzy C-Means Method in Interval-Valued Scientific Production Data

Pimentel, B.A.; SOUZA, R. M. C. R.

EXPERT SYSTEMS WITH APPLICATIONS

2013

Fuzzy Learning Vector Quantization Approaches for Interval Data

SILVA FILHO, T. M.; SOUZA, R. M. C. R.

International Conference on Fuzzy Systems

2013

A Multivariate Fuzzy C-Means Method

Pimentel, B.A.; SOUZA, R. M. C. R.

Applied Soft Computing (Print)

2013

Estimation methods of presumed income (aceito para publicação)

Silva Junior, V.E.; SOUZA, R. M. C. R.; AMARAL, G. J. A.; Pedroza Junior, H. S.

[ICONIP] 20th International Conference on Neural Information Processing (ICONIP)

2013

Vehicle Image Classification Method Using Edge Dimensions, SVM and Prototype

Matos, F.M.S; SOUZA, R. M. C. R.

15th International Conference on Artificial Intelligence - ICAI 2013

2013

Fuzzy Kohonen Clustering Networks for Symbolic Interval Data

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

Neurocomputing (Amsterdam)

2013

An Interval Nonparametric Regression Method

Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

International Joint Conference on Neural Networks

2013

Robust Regression with Application to Symbolic Interval Data

Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

Engineering Applications of Artificial Intelligence

2013

Clustering Interval Data Through Kernel-Induced Feature Space

Costa, A.F.B.F; Pimentel, B.A.; SOUZA, R. M. C. R.

Journal of Intelligent Information Systems

2013

A Shape Descriptor Based on Symbolic Data Analysis

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

International Joint Conference on Neural Networks

2013

Hierarchical Classification of Vehicle Images Using NN with Conditional Adaptive Distance (aceito para publicação)

Matos, F.M.S; SOUZA, R. M. C. R.

[ICONIP] 20th International Conference on Neural Information Processing (ICONIP)

2012

Using Weighted Clustering and Symbolic Data to Evaluate Institutes?s Scientific Production

Pimentel, B.A.; Nóbrega, J.P.; SOUZA, R. M. C. R.

[ICANN] International Conference on Artificial Neural Networks (ICANN)

2012

A Weighted Learning Vector Quantization Approach for Interval Data

SILVA FILHO, T. M.; SOUZA, R. M. C. R.

19th International Conference on Neural Information Processing

2012

Texture Retrieval using Co-occurrence Matrix and Symbolic Interval Data under Scale and Rotation Invariance

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

[SMC] IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012)

2012

Possibilistic Approach to Clustering of Interval Data

Pimentel, B.A.; SOUZA, R. M. C. R.

[SMC] IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012)

2012

An ImageVehicle Classification Method Based on Edge and PCA Applied to Blocks

Matos, F.M.S; SOUZA, R. M. C. R.

[SMC] IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012)

2012

Vehicle Image Based on Edge: Features and Distance Comparison

Matos, F.M.S; SOUZA, R. M. C. R.

19th International Conference on Neural Information Processing (ICONIP2012)

2012

Comparative Analysis of Clustering Algorithms applied to the Classification of Bugs

SANTANA, A. M.; ARAUJO, F. O.; SILVA, J. R. F.; MUNIZ, P. F.; SOUZA, R. M. C. R.

19th International Conference on Neural Information Processing (ICONIP2012)

2012

A Fuzzy Weighted Clustering Method for Symbolic Interval Data

Alvin, A.F.M.; SOUZA, R. M. C. R.

[NAFIPS] 31st Annual NAFIPS Meeting

2012

IFKCN: Applying Fuzzy Kohonen Clustering Network to Interval Data

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

[IJCNN] 2012 IJCNN International Joint Conference on Neural Networks (Aceito para publicação)

2012

Assessing Reliability of Substation Spare Current Transformer System

MELO, C. G.; SOUZA, R. M. C. R.; SALGADO, L. R. B.

International Conference on Neural Information Processing (ICONIP2012)

2012

Texture classification based on symbolic data analysis

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

[ESANN] European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

2012

A Novel Adaptive Fuzzy c-Means Algorithm for Interval Data Type

SOUZA, R. M. C. R.; Carvalho, L.V.; Cavalcanti Junior, N.L.

2012 IEEE International Conference on Fuzzy Systems

2011

A Symbolic Robust Regression Model

CYSNEIROS, F. J. A.; Fagundes, R.A.A.; SOUZA, R. M. C. R.

26th International Workshop on Statistical Modelling

2011

Logistic Regression-Based Pattern Classifies for Symbolic Interval Data

SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.; QUEIROZ, D. C. F.

Pattern Analysis and Applications (Print)

2011

Kernel-Based Fuzzy Clustering of Interval Data

Pimentel, B.A.; Costa, A.F.B.F; SOUZA, R. M. C. R.

[FUZZIEEE] IEEE International Conference on Fuzzy Systems

2011

A Partitioning Method for Symbolic Interval Data Based on Kernelized Metric

Pimentel, B.A.; Costa, A.F.B.F; SOUZA, R. M. C. R.

[CIKM] ACM Conference on Information and Knowledge Management (CIKM 2011)

2011

Pattern Classifiers with Adaptive Distances

SILVA FILHO, T. M.; SOUZA, R. M. C. R.

2011 International Joint Conference on Neural Networks

2011

A K-Medoids Clustering Algorithm for Mixed Feature-type Symbolic Data

Assis, E.C.; SOUZA, R. M. C. R.

[SMC] IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2011)

2010

A Robust Method for Linear Regression of Symbolic

DOMINGUES, M. A. O.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

Pattern Recognition Letters

2010

A Kernel K-means Clustering Method for Symbolic Interval Data

Costa, A.F.B.F; Pimentel, B.A.; SOUZA, R. M. C. R.

[IJCNN] International Joint Conference on Neural Networks (IJCNN 2010)

2010

Texture classification based on co-occurrence matrix and self-organizing map

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

[SMC] 2010 IEEE Conference on Systems, Man and Cybernetics (SMC2010)

2010

Software Defect Estimation using Support Vector Regression

Fagundes, R.A.A.; SOUZA, R. M. C. R.

[SEKE] 2010 International Conference on Software Engineering and Knowledge Engineering (SEKE

2010

K-means Clustering for Symbolic Interval Data based on Aggregated Kernel Functions

Costa, A.F.B.F; Pimental, B.A.; SOUZA, R. M. C. R.

[ICTAI] 22nd IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2010)

2010

Unsupervised Pattern Recognition Models for Mixed Feature-Type Symbolic Data

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

Pattern Recognition Letters

2009

Using Symbolic Linear Regression For 4G Network

Nóbrega, O.O.; DOMINGUES, M. A. O.; SOUZA, R. M. C. R.; Cunha, P.R.F.

IADIS International Conference IADIS WWW/Internet 2009

2009

A Robust Prediction Method for Interval Symbolic Data

Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

[ISDA] International Conference on Intelligent Systems Design and Applications

2009

Optimized Learning Vector Quantization Classifier with an Adaptive Euclidean Distance

SOUZA, R. M. C. R.; SILVA FILHO, T. M.

19th International Conference on Artificial Neural Networks

2009

Effort Drivers Estimation for Brazilian Geographically Distributed Software Developement

ALMEIDA, A. C. M.; SOUZA, R. M. C. R.; AQUINO JUNIOR, G. S.; MEIRA, S. R. L.

Third International Conference on Software Engineering Approaches For Offshore and Outsourced Development (SEAFOOD)

2009

Nearest-Neighborhood Linear Regression in an Application with Software Effort Estimation

LEAL, L. Q.; Fagundes, R.A.A.; SOUZA, R. M. C. R.; MOURA, H. P.; GUSMAO, C. M.

[SMC] 2009 IEEE International Conference on Systems, Man, and Cybernetics

2009

A Self-organizing Based Approach for Bug Reports Retrieval

REGO, R. L. M. E.; RIBEIRO, M.; Barros, E. A.; SOUZA, R. M. C. R.

Journal of Digital Information Management

2008

Image Retrieval Using the Curvature Scale Space (CSS) Descriptor and the Self-Organizing Map (SOM) Model under Scale Invariance

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Cavalcanti Junior, N.L.

[IJCNN] 2008 International Joint Conference on Neural Networks (IJCNN 2008)

2008

A Symbolic Pattern Classifier for Interval Data Based on Binary Probit Analysis

SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.; QUEIROZ, D. C. F.; Fagundes, R.A.A.

Annual German Conference on Artificial Intelligence (KI 2008)

2008

A symmetrical model applied to interval-valued data containing outliers with heavy-tail distribution

DOMINGUES, M. A. O.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

15th International Conference on Neural Information Processing (ICONIP08)

2008

A Non-Linear Classifier for Symbolic Interval Data Based on a Region Oriented Approach

SOUZA, R. M. C. R.; SALAZAR, D. R. S.

15th International Conference on Neural Information Processing

2008

Bagging for a Region Oriented Symbolic Classifier

SOUZA, R. M. C. R.; SABOIA, A. S.

8th International Conference on Hybrid Intelligent Systems

2008

A Multi-Class Logistic Regression Model for Interval Data

SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.; QUEIROZ, D. C. F.; Fagundes, R.A.A.

[SMC] Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC 2008)

2008

Bug Reports Retrieval Using Self-Organizing Map

REGO, R. L. M. E.; RIBEIRO, M.; ALEIXO, E.; SOUZA, R. M. C. R.

[ICDIM] Third International Conference on Digital Information Management (ICDIM'08)

2008

Two Pattern Classifiers for Interval Data Based on Binary Regression Models

SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.; QUEIROZ, D. C. F.; Fagundes, R.A.A.

Third International Conference on Digital Information Management

2007

Image Retrieval Using the Curvature Scale Space (CSS) Technique

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; RODRIGUES, C. E. B.; Cavalcanti Junior, N.L.

[HIS] 7th International Conference on Hybrid Intelligent Systems - HIS 2007

2007

A Clustering Method for Mixed Feature-Type Symbolic Data using Adaptive Squared Euclidean Distances

SOUZA, R. M. C. R.; DE CARVALHO, F A T

[HIS] 7th International Conference on Hybrid Intelligent Systems - HIS

2007

Clustering symbolic interval data based on a single adaptive Hausdorff distance.

CARVALHO, F A T de; Pimentel, J.T.; BEZERRA, L. X. T.; SOUZA, R. M. C. R.

[SMC] 2007 IEEE International Conference on Systems, Man and Cybernetics (IEEE SMC 2007)

2007

Image Retrieval Using the Curvature Scale Space (CSS) Technique and the Self-Organizing Map (SOM) Model under Rotation

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; RODRIGUES, C. E. B.; Cavalcanti Junior, N.L.

[ICDIM] Second International Conference on Digital Information Management ICDIM 2007

2006

A Modal Symbolic Classifier for Interval Data

SILVA, Fabio C.d.; DE CARVALHO, F A T; SOUZA, R. M. C. R.; SILVA, J. Q.

13th International Conference on Neural Information Processing - ICONIP2006

2006

A dynamical clustering method for symbolic interval data based on a single adaptive Euclidean distance

DE CARVALHO, F A T; SOUZA, R. M. C. R.; BEZERRA, L. X. T.

Symposium on Artificial Neural Networks (SBRN 2006)

2006

A Partitioning Method for Mixed Feature-Type Symbolic Data using a Squared Euclidean Distance

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; PIZZATO, D. F.

29th annual German Conference on Artificial Intelligence

2006

A Dynamic Clustering Method for Mixed Feature-Type Symbolic Data

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; PIZZATO, D. F.

10th Conference of the International Federation of Classification Societies (IFCS2006)

2006

A Shape-Based Image Retrieval System Using the Curvature Scale Space (CSS)

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Cavalcanti Junior, N.L.

[HIS] Lecture Notes in Computer Science . 6th International Conference on Hybrid Intelligent Systems (HIS 06)

2006

Adaptive Hausdorff distances and dynamic clustering of symbolic interval data

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.; LECHEVALIER, Y.; Chavent, M.

Pattern Recognition Letters

2005

Agrupamento de Dados de Tipo Intervalo usando Distâncias Quadráticas Adaptativas

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T

Revista Tecnologia da Informação

2004

Clustering of Interval Data based on City-Block Distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T

PATTERN RECOGNITION LETTERS

2004

Dynamic Cluster Methods for Interval Data based on Mahalanobis Distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; TENÓRIO, Camilo P.; LECHEVALLIER, Yves

9th Conference of the International Federation of Classification Societies (IFCS2004)

2004

Dynamic clustering of interval data based on adaptive Chebyshev distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T

ELECTRONICS LETTERS

2004

Clustering of Interval-Valued Data Using Adaptive Squared Euclidean Distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; SILVA, F. C. D

[ICONIP] 11th International Conference on Neural Information Process - ICONIP 2004

2004

A Clustering Method for Symbolic Interval-Type Data using Adaptive Chebyshev Distances

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.; SILVA, F. C. D

XVII Brazilian Symposium on Artificial Intelligence - SBIA'04

2004

A dynamic cluster algorithm based on adaptive Lr distances

DE CARVALHO, F. A. T; LECHEVALLIER, Yves; SOUZA, R. M. C. R.

9th Conference of the International Federation of Classification Societies (IFCS2004)

2004

A Classifier for Quantitative Feature Values based on a Region Oriented Symbolic Approach

D'Oliveira Junior, S. T.; DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

[AI] 9th Ibero-American Conference on AI

2004

Two Partitional Methods for Interval-Valued Data Using Mahalanobis Distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; TENÓRIO, Camilo P.

[AI] 9th Ibero-American Conference on AI

2004

A Classification of SAR Images Through a Convex Hull Region Oriented Approach

D'Oliveira Junior, S. T.; DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

11th International Conference on Neural Information Processing -ICONIP 2004

2003

Clustering of Interval Data with Quadratic Adaptive Distances

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

Meeting of the Classification and Data analysis Group of the Italian Statistical Society, CLADAG - 2003

2003

Classificação Não Supervisionada de Dados de Tipo Intervalo Baseada em Distâncias Não Quadráticas

SOUZA, R. M. C. R.; SILVA, F. C. D; DE CARVALHO, F. A. T

[IV] IV ENIA - Encontro Nacional de Inteligência Artificial,

2003

Dynamical Clustering with Non-Quadratic Adaptive Distance for Interval Data

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

Progam and Abstracts of the 27th Annual Conference of the Germany Classification Society (GfKl2003)

2003

Classification Automatique des données de type intervalle basée sur une distance de Hausdorff adaptative

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; LECHEVALLIER, Y.

10èmes rencontres de la Société Francophone de Classification (SFC'2003),

2003

Unsupervised pattern recognition methods for interval data using non-quadratic distances

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

ELECTRONICS LETTERS

2002

A Modal Symbolic Pattern Classifier

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.; VERDE, R

CLADAG2001

2002

Operador Simbólico para Descrições do tipo Histograma

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

15 Simpósio Nacional de Probabilidade e Estatística (SINAPE 2002)

2002

Adaptative Clustering of Interval Data

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T

I Workshop on Symbolic Data Analysis - SBIA 2002

2000

Uma abordagem simbólica para a mineração de dados SAR

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; ANSELMO, C. A. F

14o. Simpósio Nacional de Probabilidade e Estatística (SINAPE)

2000

Symbolic Approach to Classify Large Data Sets

DE CARVALHO, F. A. T; ANSELMO, C. A. F; SOUZA, R. M. C. R.

7th Conference of the International Federation of Classification Societies (IFCS'2000),

1999

Symbolic approach to SAR image classification

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; FRERY, A. C

IEEE 1999 International Geoscience and Remote Sensing Symposium

1999

New Metrics for Constrained Boolean Symbolic Objects In: Conference on Knowledge Extraction and Symbolic Data Analysis

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

KESDA'98

1998

Statistical Proximity Functions of Boolean Symbolic Objects based on Histograms

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

6th Conference of the International Federation of Classification Societies (IFCS'98)

1998

Classificação simbólica não supervisionada baseada em distâncias

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.; ANSELMO, C. A. F.

13o Simposio Nacional de Probabilidade e Estatística

1998

Classificador Simbólico baseado em critérios de similaridade e dissimilaridade

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

13o Simpósio Nacional de Probabilidade e Estatística

Publicações

2026

Predicting Polycystic Ovary Syndrome Using Statistical Data Integration and Machine Learning with Low-Cost Information

MARANHAO, G. B. A.; FREITAS, W. W. L.; MIRANDA, B. A.; LINS, C. S.; Souza, R.M.C.R

NEURAL COMPUTING & APPLICATIONS

2026

Supervised Models for Analyzing Three-Dimensional Shapes

LAVOR, J. C. A.; AMARAL, G. J. A.; SOUZA, R. M. C. R.

COMPUTATIONAL STATISTICS

2026

Partitioning of Interval Data Using Adaptive Block Variance-Covariance Matrices

Ferreira, I. J.; Souza, L.C.; SOUZA, R. M. C. R.

NEURAL COMPUTING & APPLICATIONS

2024

Recommendation systems with user and item profiles based on symbolic modal data

Sampaio-Neto, D.D.; SILVA FILHO, T. M.; SOUZA, R. M. C. R.

NEURAL COMPUTING & APPLICATIONS

2024

Generalized linear models for symbolic polygonal data

DO NASCIMENTO, RAFAELLA L.S.; DE SOUZA, RENATA M.C.R.; CYSNEIROS, FRANCISCO JOSÉ A.

KNOWLEDGE-BASED SYSTEMS

2023

Interval Regression Model Adequacy Checking and its Application to Estimate School Dropout in Brazilian Municipality Educational Scenario

Nascimento, R.L.S.; Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

PATTERN ANALYSIS AND APPLICATIONS

2023

Regression Applied to Symbolic Interval-Spatial Data

FREITAS, W. W. L.; Souza, R.M.C.R; AMARAL, G. J. A.; Moraes, R. M.

APPLIED INTELLIGENCE

2023

Parametrized Linear Regression for Boxplot-Multivalued Data Applied to Brazilian Electric Sector

Reyes, S. D. M. A.; Souza, L.C.; Souza, R.M.C.R; OLIVEIRA, A. L. I.

INFORMATION SCIENCES

2023

A Clustering Algorithm for Polygonal Data Applied to Scientific Journal Profiles

SILVA, WAGNER J. F.; SOUZA, PEDRO J.C.; SOUZA, RENATA M.C.R.; CYSNEIROS, FRANCISCO JOSE A.

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

2023

Classifying Breast Lesions in Brazilian Thermographic Images Using Convolutional Neural Networks

BRASILEIRO, F. R.; Sampaio-Neto, D.D.; SILVA FILHO, T. M.; SOUZA, R. M. C. R.; ARAUJO, M. C.

NEURAL COMPUTING & APPLICATIONS

2022

Sighted particles: improving swarm optimization by making particles aware of their surroundings

Silva, W. J. F.; SILVA FILHO, T. M.; Sampaio-Neto, D.D.; SOUZA, R. M. C. R.; OLIVEIRA, A. L. I.; CYSNEIROS, FRANCISCO J.A.

Evolutionary Intelligence

2022

Statistical Learning for Predicting School Dropout in Elementary Education: A Comparative Study

Nascimento, R.L.S.; Fagundes, R.A.A.; Souza, R.M.C.R

ANNALS OF DATA SCIENCE

2022

Statistical Learning from Brazilian Fake News

Lima, G. B.; Chaves, T. M.; FREITAS, W. W. L.; SOUZA, R. M. C. R.

EXPERT SYSTEMS

2022

Exploratory Spatial Analysis for Interval Data: a new autocorrelation index with COVID-19 and rent price applications

FREITAS, W. W. L.; Souza, R.M.C.R; AMARAL, G. J. A.; Bastiani, Fernanda

EXPERT SYSTEMS WITH APPLICATIONS

2022

A three-stage approach for modeling multiple time series applied to symbolic quartile data

REYES, DAILYS M.A.; DE SOUZA, RENATA M.C.R.; DE OLIVEIRA, ADRIANO L.I.

EXPERT SYSTEMS WITH APPLICATIONS

2021

Dynamic graph in a symbolic data framework: An account of the causal relation using COVID-19 reports and some reflections on the financial world

Nascimento, D.C.; Pimentel, B.A.; Souza, R.M.C.R; Costa, L.; Gonçalves, S.; Louzada, F.

CHAOS SOLITONS & FRACTALS

2021

Bivariate elliptical regression for modeling interval-valued data

Silva, W. J. F.; Souza, R.M.C.R; CYSNEIROS, F. J. A.

COMPUTATIONAL STATISTICS

2021

Kohonen map-wise regression applied to interval data

SOUZA, LEANDRO C.; PIMENTEL, BRUNO A.; SILVA FILHO, TELMO DE M.; DE SOUZA, RENATA M.C.R.

KNOWLEDGE-BASED SYSTEMS

2020

Teamwork Quality and Team Success in Software Development

BATISTA, A. C.; SOUZA, R. M. C. R.; Da Silva, Fábio. Q. B.; De Almeida, Leandro M.; Marsicano, George

[ESEM] ESEM '20: ACM / IEEE International Symposium on Empirical Software Engineering and Measurement,

2020

psda: A tool for extracting knowledge from symbolic data with an application to Brazilian educational data

Silva, W. J. F.; Souza, R.M.C.R; CYSNEIROS, F. J. A.

SOFT COMPUTING

2020

Dynamic time series smoothing for symbolic interval data applied to neuroscience

NASCIMENTO, DIEGO C.; PIMENTEL, BRUNO; SOUZA, RENATA; LEITE, JOÃO P.; EDWARDS, DYLAN J.; SANTOS, TAIZA E.G.; LOUZADA, FRANCISCO

INFORMATION SCIENCES

2020

Dynamic clustering of interval data based on hybrid $$L_q$$ distance

DE SOUZA, LEANDRO CARLOS; DE SOUZA, RENATA MARIA CARDOSO RODRIGUES; DO AMARAL, GETÚLIO JOSÉ AMORIM

KNOWLEDGE AND INFORMATION SYSTEMS (ELECTRONIC RESOURCE)

2019

Using bagging to enhance clustering procedures for planar shapes

Assis, E.C.; Souza, R.M.C.R; AMARAL, G. J. A.

INTERNATIONAL JOURNAL OF BUSINESS INTELLIGENCE AND DATA MINING

2019

A Multivariate Fuzzy Kohonen Clustering Network

Cavalcanti, R B C.; Pimentel, B.A.; ALMEIDA, C. W. D.; Souza, R.M.C.R

[IJCNN] 2019 International Joint Conference on Neural Networks (IJCNN)

2019

Estimating risk in capital asset pricing for interval-valued data

Reyes, S. D. M. A.; Souza, R.M.C.R; CYSNEIROS, FRANCISCO J.A.

INTERNATIONAL JOURNAL OF BUSINESS INFORMATION SYSTEMS (PRINT)

2019

Polygonal Data Analysis: A New Framework in Symbolic Data Analysis

Silva, W. J. F.; Souza, R.M.C.R; CYSNEIROS, F. J. A.

KNOWLEDGE-BASED SYSTEMS

2019

Investigating Different Fitness Criteria for Swarm-based Clustering

Souza, M.P.S.; SILVA FILHO, T. M.; AMARAL, G. J. A.; Souza, R.M.C.R

International Journal of Business Intelligence and Data Mining

2018

A Generalized Multivariate Approach for Possibilistic Fuzzy C-Means Clustering

Pimentel, B.A.; Souza, R.M.C.R

INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS

2018

Kernelized Inner Product-Based Discriminant Analysis for Interval Data

QUEIROZ, D. C. F.; Souza, R.M.C.R; CYSNEIROS, F. J. A.; ARAUJO, M. C.

PATTERN ANALYSIS AND APPLICATIONS

2017

An interval prototype classier based on a parameterized distance applied to breast thermographic images

ARAUJO, M. C.; Souza, R.M.C.R; SILVA FILHO, T. M.; LIMA, R. C. F.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

2017

Predicting symbolic interval-valued data through symmetrical nonlinear regression

Reyes, S. D. M. A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

International Journal of Business Intelligence and Data Mining

2017

Interpreting Multivariate Membership Degrees of Fuzzy Clustering Methods: a Strategy

Pimentel, B.A.; SOUTO, M. C. P.; Souza, R.M.C.R

[IJCNN] International Joint Conference on Neural Networks (IJCNN)

2017

A Parametrized Approach for Linear Regression of Interval Data

Souza, L.C.; Souza, R.M.C.R; AMARAL, G. J. A.; SILVA FILHO, T. M.

KNOWLEDGE-BASED SYSTEMS

2017

MULTIVARIATE FUZZY K-MODES ALGORITHM

MACIEL, D. B. M.; AMARAL, G. J. A.; Souza, R.M.C.R; Pimentel, B.A.

PATTERN ANALYSIS AND APPLICATIONS

2016

A Swarm-trained k-Nearest Prototypes Adaptive Classifier with Automatic Feature Selection for Interval Data Learning Systems

SILVA FILHO, T. M.; Souza, R.M.C.R; PRUDENCIO, R. B. C.

NEURAL NETWORKS

2016

Quantile Regression of Interval-Valued Data

Fagundes, R.A.A.; Souza, R.M.C.R; Soares, Y. M.G.

23 rd IInternational Conference on Pattern Recognition

2016

Zero-inflated prediction model in software-fault data

FAGUNDES, ROBERTA A.A.; SOUZA, RENATA M.C.R.; CYSNEIROS, FRANCISCO J.A.

IET Software (Online)

2015

An Interval Expectation Maximization Algorithm for Outlier Detection in Linear Regression

Barreiros, D.B.; DOMINGUES, M. A. O.; Souza, R.M.C.R; CYSNEIROS, F. J. A.

2015 International Conference on Artificial Intelligence (ICAI)

2015

Parametric and Nonparametric Mixture Models Based on Interval Regression

Fagundes, R.A.A.; Pimentel, B.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

2015 International Conference on Artificial Intelligence (ICAI)

2015

Classifying Metrics for Assessing Object-Oriented Software Maintainability: A Family of Metrics? Catalogs

SARAIVA, J. A. G.; FRANCA, M.; SOARES, S.; CASTOR, F.; Souza, R.M.C.R

JOURNAL OF SYSTEMS AND SOFTWARE

2015

Multivariate Fuzzy C-Means algorithms with weighting

PIMENTEL, BRUNO ALMEIDA; DE SOUZA, RENATA M.C.R.

NEUROCOMPUTING

2015

Input Space Versus Feature Space in Kernel-Based Interval Fuzzy C-Means Clustering

Pimentel, B.A.; DE SOUZA, RENATA M.C.R.

2015 International Joint Conference on Neural Networks

2015

Hybrid Methods for Fuzzy Clustering Based on Fuzzy C-Means and Improved Particle Swarm Optimization

SILVA FILHO, T. M.; Pimentel, B.A.; OLIVEIRA, A. L. I.; Souza, R.M.C.R

EXPERT SYSTEMS WITH APPLICATIONS

2014

Interval symbolic feature extraction for thermography breast cancer detection

ARAÚJO, MARCUS C.; LIMA, RITA C.F.; DE SOUZA, RENATA M.C.R.

EXPERT SYSTEMS WITH APPLICATIONS

2014

Interval Kernel Regression

Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

Neurocomputing (Amsterdam)

2014

Possibilistic Clustering Methods for Interval-Valued Data

Pimentel, B.A.; SOUZA, R. M. C. R.

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

2014

A Weighted Multivariate Fuzzy C-Means Method in Interval-Valued Scientific Production Data

Pimentel, B.A.; SOUZA, R. M. C. R.

EXPERT SYSTEMS WITH APPLICATIONS

2013

Fuzzy Learning Vector Quantization Approaches for Interval Data

SILVA FILHO, T. M.; SOUZA, R. M. C. R.

International Conference on Fuzzy Systems

2013

A Multivariate Fuzzy C-Means Method

Pimentel, B.A.; SOUZA, R. M. C. R.

Applied Soft Computing (Print)

2013

Estimation methods of presumed income (aceito para publicação)

Silva Junior, V.E.; SOUZA, R. M. C. R.; AMARAL, G. J. A.; Pedroza Junior, H. S.

[ICONIP] 20th International Conference on Neural Information Processing (ICONIP)

2013

Vehicle Image Classification Method Using Edge Dimensions, SVM and Prototype

Matos, F.M.S; SOUZA, R. M. C. R.

15th International Conference on Artificial Intelligence - ICAI 2013

2013

Fuzzy Kohonen Clustering Networks for Symbolic Interval Data

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

Neurocomputing (Amsterdam)

2013

An Interval Nonparametric Regression Method

Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

International Joint Conference on Neural Networks

2013

Robust Regression with Application to Symbolic Interval Data

Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

Engineering Applications of Artificial Intelligence

2013

Clustering Interval Data Through Kernel-Induced Feature Space

Costa, A.F.B.F; Pimentel, B.A.; SOUZA, R. M. C. R.

Journal of Intelligent Information Systems

2013

A Shape Descriptor Based on Symbolic Data Analysis

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

International Joint Conference on Neural Networks

2013

Hierarchical Classification of Vehicle Images Using NN with Conditional Adaptive Distance (aceito para publicação)

Matos, F.M.S; SOUZA, R. M. C. R.

[ICONIP] 20th International Conference on Neural Information Processing (ICONIP)

2012

Using Weighted Clustering and Symbolic Data to Evaluate Institutes?s Scientific Production

Pimentel, B.A.; Nóbrega, J.P.; SOUZA, R. M. C. R.

[ICANN] International Conference on Artificial Neural Networks (ICANN)

2012

A Weighted Learning Vector Quantization Approach for Interval Data

SILVA FILHO, T. M.; SOUZA, R. M. C. R.

19th International Conference on Neural Information Processing

2012

Texture Retrieval using Co-occurrence Matrix and Symbolic Interval Data under Scale and Rotation Invariance

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

[SMC] IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012)

2012

Possibilistic Approach to Clustering of Interval Data

Pimentel, B.A.; SOUZA, R. M. C. R.

[SMC] IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012)

2012

An ImageVehicle Classification Method Based on Edge and PCA Applied to Blocks

Matos, F.M.S; SOUZA, R. M. C. R.

[SMC] IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2012)

2012

Vehicle Image Based on Edge: Features and Distance Comparison

Matos, F.M.S; SOUZA, R. M. C. R.

19th International Conference on Neural Information Processing (ICONIP2012)

2012

Comparative Analysis of Clustering Algorithms applied to the Classification of Bugs

SANTANA, A. M.; ARAUJO, F. O.; SILVA, J. R. F.; MUNIZ, P. F.; SOUZA, R. M. C. R.

19th International Conference on Neural Information Processing (ICONIP2012)

2012

A Fuzzy Weighted Clustering Method for Symbolic Interval Data

Alvin, A.F.M.; SOUZA, R. M. C. R.

[NAFIPS] 31st Annual NAFIPS Meeting

2012

IFKCN: Applying Fuzzy Kohonen Clustering Network to Interval Data

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

[IJCNN] 2012 IJCNN International Joint Conference on Neural Networks (Aceito para publicação)

2012

Assessing Reliability of Substation Spare Current Transformer System

MELO, C. G.; SOUZA, R. M. C. R.; SALGADO, L. R. B.

International Conference on Neural Information Processing (ICONIP2012)

2012

Texture classification based on symbolic data analysis

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

[ESANN] European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning

2012

A Novel Adaptive Fuzzy c-Means Algorithm for Interval Data Type

SOUZA, R. M. C. R.; Carvalho, L.V.; Cavalcanti Junior, N.L.

2012 IEEE International Conference on Fuzzy Systems

2011

A Symbolic Robust Regression Model

CYSNEIROS, F. J. A.; Fagundes, R.A.A.; SOUZA, R. M. C. R.

26th International Workshop on Statistical Modelling

2011

Logistic Regression-Based Pattern Classifies for Symbolic Interval Data

SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.; QUEIROZ, D. C. F.

Pattern Analysis and Applications (Print)

2011

Kernel-Based Fuzzy Clustering of Interval Data

Pimentel, B.A.; Costa, A.F.B.F; SOUZA, R. M. C. R.

[FUZZIEEE] IEEE International Conference on Fuzzy Systems

2011

A Partitioning Method for Symbolic Interval Data Based on Kernelized Metric

Pimentel, B.A.; Costa, A.F.B.F; SOUZA, R. M. C. R.

[CIKM] ACM Conference on Information and Knowledge Management (CIKM 2011)

2011

Pattern Classifiers with Adaptive Distances

SILVA FILHO, T. M.; SOUZA, R. M. C. R.

2011 International Joint Conference on Neural Networks

2011

A K-Medoids Clustering Algorithm for Mixed Feature-type Symbolic Data

Assis, E.C.; SOUZA, R. M. C. R.

[SMC] IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2011)

2010

A Robust Method for Linear Regression of Symbolic

DOMINGUES, M. A. O.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

Pattern Recognition Letters

2010

A Kernel K-means Clustering Method for Symbolic Interval Data

Costa, A.F.B.F; Pimentel, B.A.; SOUZA, R. M. C. R.

[IJCNN] International Joint Conference on Neural Networks (IJCNN 2010)

2010

Texture classification based on co-occurrence matrix and self-organizing map

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Candeias, A.L.

[SMC] 2010 IEEE Conference on Systems, Man and Cybernetics (SMC2010)

2010

Software Defect Estimation using Support Vector Regression

Fagundes, R.A.A.; SOUZA, R. M. C. R.

[SEKE] 2010 International Conference on Software Engineering and Knowledge Engineering (SEKE

2010

K-means Clustering for Symbolic Interval Data based on Aggregated Kernel Functions

Costa, A.F.B.F; Pimental, B.A.; SOUZA, R. M. C. R.

[ICTAI] 22nd IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2010)

2010

Unsupervised Pattern Recognition Models for Mixed Feature-Type Symbolic Data

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

Pattern Recognition Letters

2009

Using Symbolic Linear Regression For 4G Network

Nóbrega, O.O.; DOMINGUES, M. A. O.; SOUZA, R. M. C. R.; Cunha, P.R.F.

IADIS International Conference IADIS WWW/Internet 2009

2009

A Robust Prediction Method for Interval Symbolic Data

Fagundes, R.A.A.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

[ISDA] International Conference on Intelligent Systems Design and Applications

2009

Optimized Learning Vector Quantization Classifier with an Adaptive Euclidean Distance

SOUZA, R. M. C. R.; SILVA FILHO, T. M.

19th International Conference on Artificial Neural Networks

2009

Effort Drivers Estimation for Brazilian Geographically Distributed Software Developement

ALMEIDA, A. C. M.; SOUZA, R. M. C. R.; AQUINO JUNIOR, G. S.; MEIRA, S. R. L.

Third International Conference on Software Engineering Approaches For Offshore and Outsourced Development (SEAFOOD)

2009

Nearest-Neighborhood Linear Regression in an Application with Software Effort Estimation

LEAL, L. Q.; Fagundes, R.A.A.; SOUZA, R. M. C. R.; MOURA, H. P.; GUSMAO, C. M.

[SMC] 2009 IEEE International Conference on Systems, Man, and Cybernetics

2009

A Self-organizing Based Approach for Bug Reports Retrieval

REGO, R. L. M. E.; RIBEIRO, M.; Barros, E. A.; SOUZA, R. M. C. R.

Journal of Digital Information Management

2008

Image Retrieval Using the Curvature Scale Space (CSS) Descriptor and the Self-Organizing Map (SOM) Model under Scale Invariance

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Cavalcanti Junior, N.L.

[IJCNN] 2008 International Joint Conference on Neural Networks (IJCNN 2008)

2008

A Symbolic Pattern Classifier for Interval Data Based on Binary Probit Analysis

SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.; QUEIROZ, D. C. F.; Fagundes, R.A.A.

Annual German Conference on Artificial Intelligence (KI 2008)

2008

A symmetrical model applied to interval-valued data containing outliers with heavy-tail distribution

DOMINGUES, M. A. O.; SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.

15th International Conference on Neural Information Processing (ICONIP08)

2008

A Non-Linear Classifier for Symbolic Interval Data Based on a Region Oriented Approach

SOUZA, R. M. C. R.; SALAZAR, D. R. S.

15th International Conference on Neural Information Processing

2008

Bagging for a Region Oriented Symbolic Classifier

SOUZA, R. M. C. R.; SABOIA, A. S.

8th International Conference on Hybrid Intelligent Systems

2008

A Multi-Class Logistic Regression Model for Interval Data

SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.; QUEIROZ, D. C. F.; Fagundes, R.A.A.

[SMC] Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC 2008)

2008

Bug Reports Retrieval Using Self-Organizing Map

REGO, R. L. M. E.; RIBEIRO, M.; ALEIXO, E.; SOUZA, R. M. C. R.

[ICDIM] Third International Conference on Digital Information Management (ICDIM'08)

2008

Two Pattern Classifiers for Interval Data Based on Binary Regression Models

SOUZA, R. M. C. R.; CYSNEIROS, F. J. A.; QUEIROZ, D. C. F.; Fagundes, R.A.A.

Third International Conference on Digital Information Management

2007

Image Retrieval Using the Curvature Scale Space (CSS) Technique

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; RODRIGUES, C. E. B.; Cavalcanti Junior, N.L.

[HIS] 7th International Conference on Hybrid Intelligent Systems - HIS 2007

2007

A Clustering Method for Mixed Feature-Type Symbolic Data using Adaptive Squared Euclidean Distances

SOUZA, R. M. C. R.; DE CARVALHO, F A T

[HIS] 7th International Conference on Hybrid Intelligent Systems - HIS

2007

Clustering symbolic interval data based on a single adaptive Hausdorff distance.

CARVALHO, F A T de; Pimentel, J.T.; BEZERRA, L. X. T.; SOUZA, R. M. C. R.

[SMC] 2007 IEEE International Conference on Systems, Man and Cybernetics (IEEE SMC 2007)

2007

Image Retrieval Using the Curvature Scale Space (CSS) Technique and the Self-Organizing Map (SOM) Model under Rotation

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; RODRIGUES, C. E. B.; Cavalcanti Junior, N.L.

[ICDIM] Second International Conference on Digital Information Management ICDIM 2007

2006

A Modal Symbolic Classifier for Interval Data

SILVA, Fabio C.d.; DE CARVALHO, F A T; SOUZA, R. M. C. R.; SILVA, J. Q.

13th International Conference on Neural Information Processing - ICONIP2006

2006

A dynamical clustering method for symbolic interval data based on a single adaptive Euclidean distance

DE CARVALHO, F A T; SOUZA, R. M. C. R.; BEZERRA, L. X. T.

Symposium on Artificial Neural Networks (SBRN 2006)

2006

A Partitioning Method for Mixed Feature-Type Symbolic Data using a Squared Euclidean Distance

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; PIZZATO, D. F.

29th annual German Conference on Artificial Intelligence

2006

A Dynamic Clustering Method for Mixed Feature-Type Symbolic Data

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; PIZZATO, D. F.

10th Conference of the International Federation of Classification Societies (IFCS2006)

2006

A Shape-Based Image Retrieval System Using the Curvature Scale Space (CSS)

ALMEIDA, C. W. D.; SOUZA, R. M. C. R.; Cavalcanti Junior, N.L.

[HIS] Lecture Notes in Computer Science . 6th International Conference on Hybrid Intelligent Systems (HIS 06)

2006

Adaptive Hausdorff distances and dynamic clustering of symbolic interval data

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.; LECHEVALIER, Y.; Chavent, M.

Pattern Recognition Letters

2005

Agrupamento de Dados de Tipo Intervalo usando Distâncias Quadráticas Adaptativas

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T

Revista Tecnologia da Informação

2004

Clustering of Interval Data based on City-Block Distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T

PATTERN RECOGNITION LETTERS

2004

Dynamic Cluster Methods for Interval Data based on Mahalanobis Distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; TENÓRIO, Camilo P.; LECHEVALLIER, Yves

9th Conference of the International Federation of Classification Societies (IFCS2004)

2004

Dynamic clustering of interval data based on adaptive Chebyshev distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T

ELECTRONICS LETTERS

2004

Clustering of Interval-Valued Data Using Adaptive Squared Euclidean Distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; SILVA, F. C. D

[ICONIP] 11th International Conference on Neural Information Process - ICONIP 2004

2004

A Clustering Method for Symbolic Interval-Type Data using Adaptive Chebyshev Distances

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.; SILVA, F. C. D

XVII Brazilian Symposium on Artificial Intelligence - SBIA'04

2004

A dynamic cluster algorithm based on adaptive Lr distances

DE CARVALHO, F. A. T; LECHEVALLIER, Yves; SOUZA, R. M. C. R.

9th Conference of the International Federation of Classification Societies (IFCS2004)

2004

A Classifier for Quantitative Feature Values based on a Region Oriented Symbolic Approach

D'Oliveira Junior, S. T.; DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

[AI] 9th Ibero-American Conference on AI

2004

Two Partitional Methods for Interval-Valued Data Using Mahalanobis Distances

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; TENÓRIO, Camilo P.

[AI] 9th Ibero-American Conference on AI

2004

A Classification of SAR Images Through a Convex Hull Region Oriented Approach

D'Oliveira Junior, S. T.; DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

11th International Conference on Neural Information Processing -ICONIP 2004

2003

Clustering of Interval Data with Quadratic Adaptive Distances

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

Meeting of the Classification and Data analysis Group of the Italian Statistical Society, CLADAG - 2003

2003

Classificação Não Supervisionada de Dados de Tipo Intervalo Baseada em Distâncias Não Quadráticas

SOUZA, R. M. C. R.; SILVA, F. C. D; DE CARVALHO, F. A. T

[IV] IV ENIA - Encontro Nacional de Inteligência Artificial,

2003

Dynamical Clustering with Non-Quadratic Adaptive Distance for Interval Data

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

Progam and Abstracts of the 27th Annual Conference of the Germany Classification Society (GfKl2003)

2003

Classification Automatique des données de type intervalle basée sur une distance de Hausdorff adaptative

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; LECHEVALLIER, Y.

10èmes rencontres de la Société Francophone de Classification (SFC'2003),

2003

Unsupervised pattern recognition methods for interval data using non-quadratic distances

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

ELECTRONICS LETTERS

2002

A Modal Symbolic Pattern Classifier

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.; VERDE, R

CLADAG2001

2002

Operador Simbólico para Descrições do tipo Histograma

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

15 Simpósio Nacional de Probabilidade e Estatística (SINAPE 2002)

2002

Adaptative Clustering of Interval Data

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T

I Workshop on Symbolic Data Analysis - SBIA 2002

2000

Uma abordagem simbólica para a mineração de dados SAR

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; ANSELMO, C. A. F

14o. Simpósio Nacional de Probabilidade e Estatística (SINAPE)

2000

Symbolic Approach to Classify Large Data Sets

DE CARVALHO, F. A. T; ANSELMO, C. A. F; SOUZA, R. M. C. R.

7th Conference of the International Federation of Classification Societies (IFCS'2000),

1999

Symbolic approach to SAR image classification

SOUZA, R. M. C. R.; DE CARVALHO, F. A. T; FRERY, A. C

IEEE 1999 International Geoscience and Remote Sensing Symposium

1999

New Metrics for Constrained Boolean Symbolic Objects In: Conference on Knowledge Extraction and Symbolic Data Analysis

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

KESDA'98

1998

Statistical Proximity Functions of Boolean Symbolic Objects based on Histograms

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

6th Conference of the International Federation of Classification Societies (IFCS'98)

1998

Classificação simbólica não supervisionada baseada em distâncias

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.; ANSELMO, C. A. F.

13o Simposio Nacional de Probabilidade e Estatística

1998

Classificador Simbólico baseado em critérios de similaridade e dissimilaridade

DE CARVALHO, F. A. T; SOUZA, R. M. C. R.

13o Simpósio Nacional de Probabilidade e Estatística