Roberto S. M. Barros

◀ ▶ joint publications with Juan Isidro González Hidalgo

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Publications

2023
[j16]
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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)
2022
[j15]
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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)
2021
[c36]
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  - conf/smc/MacielHB21
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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
2019
[j11]
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  - journals/ci/HidalgoMB19
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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)
[c30]
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Juan Isidro González Hidalgo, Laura Maria Palomino Mariño, Roberto Souto Maior de Barros:
Cosine Similarity Drift Detector. ICANN (4) 2019: 669-685
[c29]
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  - conf/ijcnn/MarinoHBV19
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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]
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  - journals/ijon/BarrosHC18
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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)

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