Integrating Selective Pre-processing of Imbalanced Data with Ivotes Ensemble. - Jerzy Blaszczynski; Magdalena Deckert; Jerzy Stefanowski; Szymon Wilk (RSCTC, 2010)

Batch Weighted Ensemble for Mining Data Streams with Concept Drift. - Magdalena Deckert (ISMIS, 2011)

Comparing Block Ensembles for Data Streams with Concept Drift. - Magdalena Deckert; Jerzy Stefanowski (ADBIS Workshops, 2012)

IIvotes ensemble for imbalanced data. - Jerzy Blaszczynski; Magdalena Deckert; Jerzy Stefanowski; Szymon Wilk (Intell. Data Anal., 2012)

RILL: Algorithm for Learning Rules from Streaming Data with Concept Drift. - Magdalena Deckert; Jerzy Stefanowski (ISMIS, 2014)