26 citations · 65 across the 13 of their papers we have counts for
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cs.LG2017★ 7 cited
Dynamic classifier chains for multi-label learning
Pawel Trajdos, Marek Kurzynski
In this paper, we deal with the task of building a dynamic ensemble of chain classifiers for multi-label classification. To do so, we proposed two concepts of classifier chains alg…
cs.LG2017★ 10 cited
A Correction Method of a Binary Classifier Applied to Multi-label Pairwise Models
Pawel Trajdos, Marek Kurzynski
In this work, we addressed the issue of applying a stochastic classifier and a local, fuzzy confusion matrix under the framework of multi-label classification. We proposed a novel…
cs.LG2017★ 26 cited
Weighting Scheme for a Pairwise Multi-label Classifier Based on the Fuzzy Confusion Matrix
Pawel Trajdos, Marek Kurzynski
In this work we addressed the issue of applying a stochastic classifier and a local, fuzzy confusion matrix under the framework of multi-label classification. We proposed a novel s…