Online and Non-Parametric Drift Detection Methods Based on Hoeffding's Bounds
Frias-Blanco, Isvani, Campo-Avila, Jose del, Ramos-Jimenez, Gonzalo, Morales-Bueno, Rafael, Ortiz-Diaz, Agustin, Caballero-Mota, Yaile
Published in IEEE transactions on knowledge and data engineering (01.03.2015)
Published in IEEE transactions on knowledge and data engineering (01.03.2015)
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Journal Article
An online adaptive classifier ensemble for mining non-stationary data streams
Verdecia-Cabrera, Alberto, Blanco, Isvani Frías, Carvalho, André C.P.L.F.
Published in Intelligent data analysis (01.01.2018)
Published in Intelligent data analysis (01.01.2018)
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Journal Article
Learning with ensembles from non-stationary data streams
Alberto Verdecia-Cabrera, Isvani Frias Blanco, Luis Quintero Dominguez, Yanet Rodriguez Sarabia
Published in Inteligencia artificial (01.12.2018)
Published in Inteligencia artificial (01.12.2018)
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Journal Article
Fast Adapting Ensemble: A New Algorithm for Mining Data Streams with Concept Drift
Morales-Bueno, Rafael, Caballero Mota, Yailé, Frías Blanco, Isvani, Ramos-Jiménez, Gonzalo, del Campo-Ávila, José, Ortíz Díaz, Agustín, Mustelier Hechavarría, Antonio
Published in TheScientificWorld (2015)
Published in TheScientificWorld (2015)
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Journal Article
Fast Adaptive Stacking of Ensembles Adaptation for Supporting Active Learning. a Real Case Application
Alejandro Ortiz-Diaz, Agustin, Roberto Bayer, Flavio, Baldo, Fabiano, Verdecia-Cabrera, Alberto, Maria Palomino Marino, Laura, Frias-Blanco, Isvani
Published in 2018 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD) (01.07.2018)
Published in 2018 14th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD) (01.07.2018)
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