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ORCIDRoberto S. M. Barros
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- affiliation: Federal University of Pernambuco, Recife, Brazil
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2020 – today
- 2024
[i2]Roberto Souto Maior de Barros, Paulo Borba:
Using Information Flow to estimate interference between developers same method contributions. CoRR abs/2404.08619 (2024)- 2023
- [j16]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): 1787-1816 (2023) - [c40]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: 711-716 - [c39]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: 717-722 - [c38]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: 730-735 - 2022
- [j15]Juan Isidro González Hidalgo, Silas G. T. C. Santos, Roberto S. M. Barros:
Dynamically Adjusting Diversity in Ensembles for the Classification of Data Streams with Concept Drift. ACM Trans. Knowl. Discov. Data 16(2): 31:1-31:20 (2022) - [i1]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 abs/2210.03119 (2022) - 2021
- [j14]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: 114114 (2021) - [c37]Paulo M. Goncalves, Sylvain Chartier, Roberto Souto Maior de Barros:
Statistical Tests to Identify Virtual Concept Drifts. IJCNN 2021: 1-8 - [c36]Bruno Iran Ferreira Maciel, Juan Isidro González Hidalgo, Roberto Souto Maior de Barros:
An Ultimately Simple Concept Drift Detector for Data Streams. SMC 2021: 625-630 - [c35]Paulo Martins Monteiro, Elvys Soares
, Roberto Souto Maior de Barros:
Co-op Training: a Semi-supervised Learning Method for Data Streams. SMC 2021: 933-938 - [c34]José Luis Martínez Pérez, Laura Maria Palomino Mariño, Roberto Souto Maior de Barros:
Improving Diversity in Concept Drift Ensembles. SSCI 2021: 1-8 - 2020
- [j13]Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros:
Online AdaBoost-based methods for multiclass problems. Artif. Intell. Rev. 53(2): 1293-1322 (2020) - [j12]Bruno Iran Ferreira Maciel, Silas G. T. C. Santos, Roberto S. M. Barros:
MOAManager: A tool to support data stream experiments. Softw. Pract. Exp. 50(4): 325-334 (2020) - [c33]José Luis Martínez Pérez, Roberto S. M. Barros, Silas G. T. C. Santos:
Statistical Tests Ensemble Drift Detector. SSCI 2020: 1021-1028 - [c32]Paulo M. Goncalves, Roberto S. M. Barros, Sylvain Chartier:
A Change Detector for Prior Probabilities of Classes. SSCI 2020: 1029-1036 - [c31]Danilo Rafael de Lima Cabral, Roberto Souto Maior de Barros:
EMZD: Equal Means Z-Test Concept Drift Detector. SSCI 2020: 1037-1044
2010 – 2019
- 2019
- [j11]Juan Isidro González Hidalgo, Bruno Iran Ferreira Maciel, Roberto S. M. Barros:
Experimenting with prequential variations for data stream learning evaluation. Comput. Intell. 35(4): 670-692 (2019) - [j10]Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos:
An overview and comprehensive comparison of ensembles for concept drift. Inf. Fusion 52: 213-244 (2019) - [j9]Silas G. T. C. Santos, Roberto S. M. Barros, Paulo Mauricio Gonçalves Jr.:
A differential evolution based method for tuning concept drift detectors in data streams. Inf. Sci. 485: 376-393 (2019) - [c30]Juan Isidro González Hidalgo, Laura Maria Palomino Mariño, Roberto Souto Maior de Barros:
Cosine Similarity Drift Detector. ICANN (4) 2019: 669-685 - [c29]Laura Maria Palomino Mariño, Juan Isidro González Hidalgo, Roberto S. M. Barros, Germano C. Vasconcelos:
Improving Fast Adaptive Stacking of Ensembles. IJCNN 2019: 1-8 - 2018
- [j8]Roberto Souto Maior de Barros, Juan Isidro González Hidalgo, Danilo Rafael de Lima Cabral:
Wilcoxon Rank Sum Test Drift Detector. Neurocomputing 275: 1954-1963 (2018) - [j7]Danilo Rafael de Lima Cabral, Roberto Souto Maior de Barros:
Concept drift detection based on Fisher's Exact test. Inf. Sci. 442-443: 220-234 (2018) - [j6]Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos:
A large-scale comparison of concept drift detectors. Inf. Sci. 451-452: 348-370 (2018) - 2017
- [j5]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: 344-355 (2017) - 2016
- [c28]Roberto Souto Maior de Barros, Silas Garrido Teixeira de Carvalho Santos, Paulo Mauricio Gonçalves Júnior:
A Boosting-like Online Learning Ensemble. IJCNN 2016: 1871-1878 - 2015
- [j4]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: 59-81 (2015) - [c27]Bruno Iran Ferreira Maciel, Silas Garrido Teixeira de Carvalho Santos, Roberto Souto Maior de Barros:
A Lightweight Concept Drift Detection Ensemble. ICTAI 2015: 1061-1068 - [c26]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: 1077-1084 - [c25]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: 1-4 - 2014
- [j3]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): 8144-8156 (2014) - [c24]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: 179-194 - 2013
- [j2]Paulo Mauricio Gonçalves Jr., Roberto Souto Maior de Barros:
RCD: A recurring concept drift framework. Pattern Recognit. Lett. 34(9): 1018-1025 (2013) - 2012
- [c23]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: 173-178 - [c22]Roberto Angelo Fernandes Santos, Roberto Souto Maior de Barros:
Comparing FBTSeg and NNTree Implementations with Established Ensemble Methods. ICTAI 2012: 898-903 - 2011
- [c21]Paulo M. Goncalves, Roberto Souto Maior de Barros:
Automating Data Preprocessing with DMPML and KDDML. ACIS-ICIS 2011: 97-103 - [c20]Paulo M. Goncalves, Roberto Souto Maior de Barros:
Comparing approaches to prepare data in classification problems. AICCSA 2011: 295-296 - 2010
- [c19]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: 515-520
2000 – 2009
- 2008
- [c18]Paulo M. Goncalves, Adrian L. Arnaud, Roberto Souto Maior de Barros:
DMPML Data Mining Preparation Markup Language. AICCSA 2008: 116-125 - [c17]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: 91-98 - 2007
- [c16]Jorge Dias Jr., José 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: 288-294 - [c15]José Jorge Lima Dias Jr., José Adson O. G. da Cunha, Alexandre Álvaro, Roberto S. M. de Barros, Silvio Romero de Lemos Meira:
Web Services Quality Assurance: A XML-Based Quality Model. SBQS 2007: 1-14 - 2006
- [c14]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: 143-150 - [c13]Hendrik T. Macedo, Jacques Robin, Roberto Souto Maior de Barros:
Web engineering meets natural language processing: a vocal interface generation practice. WebMedia 2006: 1-9 - 2005
- [c12]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: 477-488 - [c11]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: 1381-1397 - [c10]A. M. Silva Filho, Hans K. E. Liesenberg, Roberto S. M. Barros:
Interaction pattern gathering in service-oriented applications. SOSE 2005: 129-134 - 2004
- [c9]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: 1-18 - [c8]Davi Medeiros Cabral, Roberto Souto Maior de Barros:
Um Framework para Extração de Dados em Documentos Científicos: Uma Abordagem baseada em XML. SBSI 2004: 67-74 - 2003
- [j1]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): 956-969 (2003) - [c7]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: 1014-1031 - [c6]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 - [c5]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: 41-55 - 2002
- [c4]Antonio Mendes da Silva Filho, Roberto S. M. de Barros, Hans K. E. Liesenberg:
User Interface Design for Web Collaborative Systems. SBES 2002: 331-346
1990 – 1999
- 1997
- [c3]Roberto Souto Maior de Barros:
On the Formal Specification and Derivation of Relational Database Applications. US-Brazil Joint Workshops on the Formal Foundations of Software Systems 1997: 3-29 - 1994
- [b1]Roberto Souto Maior de Barros:
On the formal specification and derivation of relational database applications. University of Glasgow, UK, 1994 - [c2]Roberto Souto Maior de Barros:
Deriving Relational Database Programs from Formal Specifications. FME 1994: 703-723 - 1992
- [p1]Roberto S. M. Barros, David J. Harper:
Formal Development of Relational Database Applications. Specifications of Database Systems 1992: 21-43 - 1991
- [c1]Roberto Souto Maior de Barros, David J. Harper:
A Method for the Specification of Relational Database Applications. Z User Workshop 1991: 261-286
Coauthor Index
aka: Paulo M. Goncalves
aka: Silas Garrido Teixeira de Carvalho Santos
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