Juan Isidro González Hidalgo

According to our database, Juan Isidro González Hidalgo authored at least 7 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Paired k-NN learners with dynamically adjusted number of neighbors for classification of drifting data streams.

Juan Isidro González Hidalgo, Silas G. T. C. Santos, Roberto Souto Maior de Barros

Knowl. Inf. Syst., April, 2023

2022

Dynamically Adjusting Diversity in Ensembles for the Classification of Data Streams with Concept Drift.

Juan Isidro González Hidalgo, Silas G. T. C. Santos, Roberto S. M. Barros

ACM Trans. Knowl. Discov. Data, 2022

2021

An Ultimately Simple Concept Drift Detector for Data Streams.

Bruno Iran Ferreira Maciel, Juan Isidro González Hidalgo, Roberto Souto Maior de Barros

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

2019

Experimenting with prequential variations for data stream learning evaluation.

Juan Isidro González Hidalgo, Bruno Iran Ferreira Maciel, Roberto S. M. Barros

Comput. Intell., 2019

Improving Fast Adaptive Stacking of Ensembles.

Laura Maria Palomino Mariño, Juan Isidro González Hidalgo, Roberto S. M. Barros, Germano C. Vasconcelos

Proceedings of the International Joint Conference on Neural Networks, 2019

Cosine Similarity Drift Detector.

Juan Isidro González Hidalgo, Laura Maria Palomino Mariño, Roberto Souto Maior de Barros

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Text and Time Series, 2019

2018

Wilcoxon Rank Sum Test Drift Detector.

Roberto Souto Maior de Barros, Juan Isidro González Hidalgo, Danilo Rafael de Lima Cabral

Neurocomputing, 2018