Roberto Souto Maior de Barros

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 24

Top Topics

Video Quality Assessment

Wilcoxon Rank Sum

Top Venues

Expert Syst. Appl.

Publications

Roberto Souto Maior de Barros, Paulo Borba
Using Information Flow to estimate interference between developers same method contributions. CoRR (2024)
Juan Isidro González Hidalgo, Silas G. T. C. Santos, Roberto Souto Maior de Barros
Paired k-NN learners with dynamically adjusted number of neighbors for classification of drifting data streams. Knowl. Inf. Syst. 65 (4) (2023)
Jose Junior De Oliveira Silva, Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos
Stock Price Movement Prediction based on Optimized Traditional Machine Learning Models. SSCI (2023)
Silas Garrido Teixeira de Carvalho Santos, Danilo Rafael de Lima Cabral, Roberto Souto Maior de Barros
Features and Classes Drift Detector to Deal with Imbalanced Data Streams. SSCI (2023)
José Luis Martínez Pérez, Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos
Experimenting with Supervised Drift Detectors in Semi-supervised Learning. SSCI (2023)
Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos, Jean Paul Barddal
Evaluating k-NN in the Classification of Data Streams with Concept Drift. CoRR (2022)
Bruno Iran Ferreira Maciel, Juan Isidro González Hidalgo, Roberto Souto Maior de Barros
An Ultimately Simple Concept Drift Detector for Data Streams. SMC (2021)
Rohgi Toshio Meneses Chikushi, Roberto Souto Maior de Barros, Marilu Gomes N. Monte da Silva, Bruno Iran Ferreira Maciel
Using spectral entropy and bernoulli map to handle concept drift. Expert Syst. Appl. 167 (2021)
Paulo Martins Monteiro, Elvys Soares, Roberto Souto Maior de Barros
Co-op Training: a Semi-supervised Learning Method for Data Streams. SMC (2021)
José Luis Martínez Pérez, Laura Maria Palomino Mariño, Roberto Souto Maior de Barros
Improving Diversity in Concept Drift Ensembles. SSCI (2021)
Paulo M. Goncalves, Sylvain Chartier, Roberto Souto Maior de Barros
Statistical Tests to Identify Virtual Concept Drifts. IJCNN (2021)
Danilo Rafael de Lima Cabral, Roberto Souto Maior de Barros
EMZD: Equal Means Z-Test Concept Drift Detector. SSCI (2020)
Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros
Online AdaBoost-based methods for multiclass problems. Artif. Intell. Rev. 53 (2) (2020)
Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos
An overview and comprehensive comparison of ensembles for concept drift. Inf. Fusion 52 (2019)
Juan Isidro González Hidalgo, Laura Maria Palomino Mariño, Roberto Souto Maior de Barros
Cosine Similarity Drift Detector. ICANN (4) (2019)
Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos
A large-scale comparison of concept drift detectors. Inf. Sci. (2018)
Roberto Souto Maior de Barros, Juan Isidro González Hidalgo, Danilo Rafael de Lima Cabral
Wilcoxon Rank Sum Test Drift Detector. Neurocomputing 275 (2018)
Danilo Rafael de Lima Cabral, Roberto Souto Maior de Barros
Concept drift detection based on Fisher's Exact test. Inf. Sci. (2018)
Roberto Souto Maior de Barros, Danilo Rafael de Lima Cabral, Paulo Mauricio Gonçalves Jr., Silas Garrido Teixeira de Carvalho Santos
RDDM: Reactive drift detection method. Expert Syst. Appl. 90 (2017)
Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos, Paulo Mauricio Gonçalves Júnior
A Boosting-like Online Learning Ensemble. IJCNN (2016)
Gustavo Pinto, Weslley Torres, Benito Fernandes, Fernando Castor Filho, Roberto Souto Maior de Barros
A large-scale study on the usage of Java's concurrent programming constructs. J. Syst. Softw. 106 (2015)
Estevao C. Monteiro, Ricardo E. P. Scholz, Carlos A. G. Ferraz, Tsang Ing Ren, Roberto Souto Maior de Barros
Perceptual video quality assessment for adaptive streaming encoding. VCIP (2015)
Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros, Paulo Mauricio Gonçalves Júnior
Optimizing the Parameters of Drift Detection Methods Using a Genetic Algorithm. ICTAI (2015)
Bruno Iran Ferreira Maciel, Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros
A Lightweight Concept Drift Detection Ensemble. ICTAI (2015)
Silas Garrido Teixeira de Carvalho Santos, Paulo Mauricio Gonçalves Júnior, Geyson Daniel dos Santos Silva, Roberto Souto Maior de Barros
Speeding Up Recovery from Concept Drifts. ECML/PKDD (3) (2014)
Paulo Mauricio Gonçalves Jr., Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros, Davi Carnauba de Lima Vieira
A comparative study on concept drift detectors. Expert Syst. Appl. 41 (18) (2014)
Paulo Mauricio Gonçalves Jr., Roberto Souto Maior de Barros
RCD: A recurring concept drift framework. Pattern Recognit. Lett. 34 (9) (2013)
Roberto Angelo Fernandes Santos, Roberto Souto Maior de Barros
Comparing FBTSeg and NNTree Implementations with Established Ensemble Methods. ICTAI (2012)
Paulo M. Goncalves, Roberto Souto Maior de Barros, Davi C. de L. Vieira
On the Use of Data Mining Tools for Data Preparation in Classification Problems. ACIS-ICIS (2012)
Paulo M. Goncalves, Roberto Souto Maior de Barros
Comparing approaches to prepare data in classification problems. AICCSA (2011)
Paulo M. Goncalves, Roberto Souto Maior de Barros
Automating Data Preprocessing with DMPML and KDDML. ACIS-ICIS (2011)
Fabrício da Costa Dias, Ryan Ribeiro de Azevedo, Cleyton Mário de Oliveira Rodrigues, Eric Rommel Dantas Galvão, Guilherme Ataíde Dias, Roberto Souto Maior de Barros
OntoPsic: Leveraging the Knowledge in the Treatment and Diagnosis of Telepsychiatry. NSS (2010)
Ricardo A. C. de Souza, Roberto Souto Maior de Barros
A Model-Driven Method for the Development of Web Applications User Interaction Layer. TASE (2008)
Paulo M. Goncalves, Adrian L. Arnaud, Roberto Souto Maior de Barros
DMPML Data Mining Preparation Markup Language. AICCSA (2008)
Jorge Dias Jr., J. Adson O. G. da Cunha, Alexandre Álvaro, Roberto Souto Maior de Barros, Silvio Romero de Lemos Meira
A XML-based quality model for web services certification. ICEIS (1) (2007)
Hendrik T. Macedo, Jacques Robin, Roberto Souto Maior de Barros
Web engineering meets natural language processing: a vocal interface generation practice. WebMedia (2006)
Nicomedes L. Cavalcanti, Roberto Souto Maior de Barros, Mlexener Bezerra Romeiro
A model for extending legacy applications by implementing new requirements as components. IEEE SCC (2006)
Hélio Lopes dos Santos, Paulo Romero Martins Maciel, Nelson S. Rosa, Roberto Souto Maior de Barros
Managing Petri Nets in MOF Repositories. OTM Conferences (2) (2005)
Joel da Silva, Valéria Cesário Times, Robson do Nascimento Fidalgo, Roberto Souto Maior de Barros
Providing Geographic-Multidimensional Decision Support over the Web. APWeb (2005)
Joel da Silva, Valéria Cesário Times, Robson do Nascimento Fidalgo, Roberto Souto Maior de Barros
Towards a Web Service for Geographic and Multidimensional Processing. GeoInfo (2004)
Davi Medeiros Cabral, Roberto Souto Maior de Barros
Um Framework para Extração de Dados em Documentos Científicos: Uma Abordagem baseada em XML. SBSI (2004)
Hélio Lopes dos Santos, Roberto Souto Maior de Barros, Décio Fonseca
A Proposal for Management of RDF and RDF Schema Metadata in MOF. OTM (2003)
Robson do Nascimento Fidalgo, Joel da Silva, Valéria Cesário Times, Fernando da Fonseca de Souza, Roberto Souto Maior de Barros
GMLA: A XML Schema for Integration and Exchange of Multidimensional-Geographical Data. GeoInfo (2003)
Franklin Ramalho, Jacques Robin, Roberto Souto Maior de Barros
XOCL - an XML Language for Specifying Logical Constraints in Object Oriented Models. J. Univers. Comput. Sci. 9 (8) (2003)
Hélio Lopes dos Santos, Roberto Souto Maior de Barros, Décio Fonseca
Uma Proposta para Gerenciamento de Metadados nos Padrões XML e DTD em Repositórios MOF. SBBD (2003)
Roberto Souto Maior de Barros
On the Formal Specification and Derivation of Relational Database Applications. Electron. Notes Theor. Comput. Sci. 14 (1998)
Roberto Souto Maior de Barros
Deriving Relational Database Programs from Formal Specifications. FME (1994)
Roberto Souto Maior de Barros, David J. Harper
A Method for the Specification of Relational Database Applications. Z User Workshop (1991)