26 citations · 51 across the 9 of their papers we have counts for
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cs.LG2021
Building an Ensemble of Classifiers via Randomized Models of Ensemble Members
Pawel Trajdos, Marek Kurzynski
Many dynamic ensemble selection (DES) methods are known in the literature. A previously-developed by the authors, method consists in building a randomized classifier which is treat…
cs.LG2021
Soft Confusion Matrix Classifier for Stream Classification
Pawel Trajdos, Marek Kurzynski
In this paper, the issue of tailoring the soft confusion matrix (SCM) based classifier to deal with stream learning task is addressed. The main goal of the work is to develop a wra…