Roberto Souto Maior de Barros

50 papers B 9C 4Misc 1Journal 14Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	A comprehensive approach for ransomware real-world case scenarios. SMC Paulo Falcão, Roberto Souto Maior de Barros
2024	J	`jnl`	Using Information Flow to estimate interference between developers same method contributions. CoRR Roberto Souto Maior de Barros, Paulo Borba
2023	—	`conf`	Experimenting with Supervised Drift Detectors in Semi-supervised Learning. SSCI José Luis Martínez Pérez, Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos
2023	—	`conf`	Features and Classes Drift Detector to Deal with Imbalanced Data Streams. SSCI Silas Garrido Teixeira de Carvalho Santos, Danilo Rafael de Lima Cabral, Roberto Souto Maior de Barros
2023	J	`jnl`	Paired k-NN learners with dynamically adjusted number of neighbors for classification of drifting data streams. Knowl. Inf. Syst. Juan Isidro González Hidalgo, Silas G. T. C. Santos, Roberto Souto Maior de Barros
2023	—	`conf`	Stock Price Movement Prediction based on Optimized Traditional Machine Learning Models. SSCI Jose Junior De Oliveira Silva, Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos
2022	J	`jnl`	Evaluating k-NN in the Classification of Data Streams with Concept Drift. CoRR Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos, Jean Paul Barddal
2021	B	`conf`	An Ultimately Simple Concept Drift Detector for Data Streams. SMC Bruno Iran Ferreira Maciel, Juan Isidro González Hidalgo, Roberto Souto Maior de Barros
2021	B	`conf`	Co-op Training: a Semi-supervised Learning Method for Data Streams. SMC Paulo Martins Monteiro, Elvys Soares, Roberto Souto Maior de Barros
2021	—	`conf`	Improving Diversity in Concept Drift Ensembles. SSCI José Luis Martínez Pérez, Laura Maria Palomino Mariño, Roberto Souto Maior de Barros
2021	B	`conf`	Statistical Tests to Identify Virtual Concept Drifts. IJCNN Paulo M. Goncalves, Sylvain Chartier, Roberto Souto Maior de Barros
2021	J	`jnl`	Using spectral entropy and bernoulli map to handle concept drift. Expert Syst. Appl. Rohgi Toshio Meneses Chikushi, Roberto Souto Maior de Barros, Marilú Gomes Netto Monte da Silva, Bruno Iran Ferreira Maciel
2020	—	`conf`	EMZD: Equal Means Z-Test Concept Drift Detector. SSCI Danilo Rafael de Lima Cabral, Roberto Souto Maior de Barros
2020	J	`jnl`	Online AdaBoost-based methods for multiclass problems. Artif. Intell. Rev. Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros
2019	J	`jnl`	An overview and comprehensive comparison of ensembles for concept drift. Inf. Fusion Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos
2019	—	`conf`	Cosine Similarity Drift Detector. ICANN (4) Juan Isidro González Hidalgo, Laura Maria Palomino Mariño, Roberto Souto Maior de Barros
2018	J	`jnl`	A large-scale comparison of concept drift detectors. Inf. Sci. Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos
2018	J	`jnl`	Concept drift detection based on Fisher's Exact test. Inf. Sci. Danilo Rafael de Lima Cabral, Roberto Souto Maior de Barros
2018	J	`jnl`	Wilcoxon Rank Sum Test Drift Detector. Neurocomputing Roberto Souto Maior de Barros, Juan Isidro González Hidalgo, Danilo Rafael de Lima Cabral
2017	J	`jnl`	RDDM: Reactive drift detection method. Expert Syst. Appl. Roberto Souto Maior de Barros, Danilo Rafael de Lima Cabral, Paulo Mauricio Gonçalves Jr., Silas Garrido Teixeira de Carvalho Santos
2016	B	`conf`	A Boosting-like Online Learning Ensemble. IJCNN Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos, Paulo Mauricio Gonçalves Júnior
2015	B	`conf`	A Lightweight Concept Drift Detection Ensemble. ICTAI Bruno Iran Ferreira Maciel, Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros
2015	J	`jnl`	A large-scale study on the usage of Java's concurrent programming constructs. J. Syst. Softw. Gustavo Pinto, Weslley Torres, Benito Fernandes, Fernando Castor Filho, Roberto Souto Maior de Barros
2015	B	`conf`	Optimizing the Parameters of Drift Detection Methods Using a Genetic Algorithm. ICTAI Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros, Paulo Mauricio Gonçalves Júnior
2015	C	`conf`	Perceptual video quality assessment for adaptive streaming encoding. VCIP Estevao C. Monteiro, Ricardo E. P. Scholz, Carlos A. G. Ferraz, Tsang Ing Ren, Roberto Souto Maior de Barros
2014	J	`jnl`	A comparative study on concept drift detectors. Expert Syst. Appl. Paulo Mauricio Gonçalves Jr., Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros, Davi Carnauba de Lima Vieira
2014	—	`conf`	Speeding Up Recovery from Concept Drifts. ECML/PKDD (3) Silas Garrido Teixeira de Carvalho Santos, Paulo Mauricio Gonçalves Júnior, Geyson Daniel dos Santos Silva, Roberto Souto Maior de Barros
2013	J	`jnl`	RCD: A recurring concept drift framework. Pattern Recognit. Lett. Paulo Mauricio Gonçalves Jr., Roberto Souto Maior de Barros
2012	B	`conf`	Comparing FBTSeg and NNTree Implementations with Established Ensemble Methods. ICTAI Roberto Angelo Fernandes Santos, Roberto Souto Maior de Barros
2012	—	`conf`	On the Use of Data Mining Tools for Data Preparation in Classification Problems. ACIS-ICIS Paulo M. Goncalves, Roberto Souto Maior de Barros, Davi C. de L. Vieira
2011	—	`conf`	Automating Data Preprocessing with DMPML and KDDML. ACIS-ICIS Paulo M. Goncalves, Roberto Souto Maior de Barros
2011	C	`conf`	Comparing approaches to prepare data in classification problems. AICCSA Paulo M. Goncalves, Roberto Souto Maior de Barros
2010	B	`conf`	OntoPsic: Leveraging the Knowledge in the Treatment and Diagnosis of Telepsychiatry. NSS 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
2008	Misc	`conf`	A Model-Driven Method for the Development of Web Applications User Interaction Layer. TASE Ricardo A. C. de Souza, Roberto Souto Maior de Barros
2008	C	`conf`	DMPML Data Mining Preparation Markup Language. AICCSA Paulo M. Goncalves, Adrian L. Arnaud, Roberto Souto Maior de Barros
2007	—	`conf`	A XML-based quality model for web services certification. ICEIS (1) Jorge Dias Jr., José Adson O. G. da Cunha, Alexandre Álvaro, Roberto Souto Maior de Barros, Silvio Romero de Lemos Meira
2006	—	`conf`	A model for extending legacy applications by implementing new requirements as components. IEEE SCC Nicomedes L. Cavalcanti, Roberto Souto Maior de Barros, Mlexener Bezerra Romeiro
2006	—	`conf`	Web engineering meets natural language processing: a vocal interface generation practice. WebMedia Hendrik T. Macedo, Jacques Robin, Roberto Souto Maior de Barros
2005	—	`conf`	Managing Petri Nets in MOF Repositories. OTM Conferences (2) Hélio Lopes dos Santos, Paulo Romero Martins Maciel, Nelson S. Rosa, Roberto Souto Maior de Barros
2005	C	`conf`	Providing Geographic-Multidimensional Decision Support over the Web. APWeb Joel da Silva, Valéria Cesário Times, Robson do Nascimento Fidalgo, Roberto Souto Maior de Barros
2004	—	`conf`	Towards a Web Service for Geographic and Multidimensional Processing. GEOINFO Joel da Silva, Valéria Cesário Times, Robson do Nascimento Fidalgo, Roberto Souto Maior de Barros
2004	—	`conf`	Um Framework para Extração de Dados em Documentos Científicos: Uma Abordagem baseada em XML. SBSI Davi Medeiros Cabral, Roberto Souto Maior de Barros
2003	—	`conf`	A Proposal for Management of RDF and RDF Schema Metadata in MOF. OTM Hélio Lopes dos Santos, Roberto Souto Maior de Barros, Décio Fonseca
2003	—	`conf`	GMLA: A XML Schema for Integration and Exchange of Multidimensional-Geographical Data. GEOINFO Robson do Nascimento Fidalgo, Joel da Silva, Valéria Cesário Times, Fernando da Fonseca de Souza, Roberto Souto Maior de Barros
2003	—	`conf`	Uma Proposta para Gerenciamento de Metadados nos Padrões XML e DTD em Repositórios MOF. SBBD Hélio Lopes dos Santos, Roberto Souto Maior de Barros, Décio Fonseca
2003	J	`jnl`	XOCL - an XML Language for Specifying Logical Constraints in Object Oriented Models. J. Univers. Comput. Sci. Franklin Ramalho, Jacques Robin, Roberto Souto Maior de Barros
1997	—	`conf`	On the Formal Specification and Derivation of Relational Database Applications. US-Brazil Joint Workshops on the Formal Foundations of Software Systems Roberto Souto Maior de Barros
1994	—	`conf`	Deriving Relational Database Programs from Formal Specifications. FME Roberto Souto Maior de Barros
1994	—	`—`	On the formal specification and derivation of relational database applications. Roberto Souto Maior de Barros
1991	—	`conf`	A Method for the Specification of Relational Database Applications. Z User Workshop Roberto Souto Maior de Barros, David J. Harper