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Magdalena Deckert
Magdalena Deckert
Poznan University of Technology, Institute of Computing Science
Verified email at cs.put.poznan.pl
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Integrating selective pre-processing of imbalanced data with ivotes ensemble
J Błaszczyński, M Deckert, J Stefanowski, S Wilk
Rough Sets and Current Trends in Computing: 7th International Conference …, 2010
882010
Batch weighted ensemble for mining data streams with concept drift
M Deckert
Foundations of Intelligent Systems: 19th International Symposium, ISMIS 2011 …, 2011
322011
Incremental rule-based learners for handling concept drift: an overview
M Deckert
Foundations of Computing and Decision Sciences 38 (1), 35-65, 2013
212013
Ensembles of abstaining classifiers based on rule sets
J Błaszczyński, J Stefanowski, M Zając
International symposium on methodologies for intelligent systems, 382-391, 2009
172009
RILL: algorithm for learning rules from streaming data with concept drift
M Deckert, J Stefanowski
Foundations of Intelligent Systems: 21st International Symposium, ISMIS 2014 …, 2014
132014
Comparing block ensembles for data streams with concept drift
M Deckert, J Stefanowski
New Trends in Databases and Information Systems, 69-78, 2013
102013
IIvotes ensemble for imbalanced data
J Błaszczyński, M Deckert, J Stefanowski, S Wilk
Intelligent Data Analysis 16 (5), 777-801, 2012
102012
Online batch weighted ensemble for mining data streams with concept drift
M Deckert
W Proceedings of the New Frontiers in Mining Complex Patterns Workshop, ECML …, 2013
22013
Przyrostowe uczenie reguł oraz wykorzystanie detekcji zmian w blokowych klasyfikatorach złożonych do przetwarzania danych strumieniowych
MA Deckert
2015
Przyrostowe uczenie reguª oraz wykorzystanie detekcji zmian w blokowych klasyfikatorach zªo» onych do przetwarzania danych strumieniowych
M Deckert
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