Roberto S. M. Barros

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 7

Top Topics

Prior Probabilities

Top Venues

ACM Trans. Knowl. Discov. Data

Comput. Intell.

Publications

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) (2022)
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) (2020)
Paulo M. Goncalves, Roberto S. M. Barros, Sylvain Chartier
A Change Detector for Prior Probabilities of Classes. SSCI (2020)
José Luis Martínez Pérez, Roberto S. M. Barros, Silas G. T. C. Santos
Statistical Tests Ensemble Drift Detector. SSCI (2020)
Laura Maria Palomino Mariño, Juan Isidro González Hidalgo, Roberto S. M. Barros, Germano C. Vasconcelos
Improving Fast Adaptive Stacking of Ensembles. IJCNN (2019)
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 (2019)
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) (2019)
A. M. Silva Filho, H. K. E. Liesenberg, Roberto S. M. Barros
Interaction pattern gathering in service-oriented applications. SOSE (2005)