6 citations · 7 across the 4 of their papers we have counts for
4 papers · 1 filter
Application of Context-dependent Interpretation of Biosignals Recognition to Control a Bionic Multifunctional Hand Prosthesis
Pawel Trajdos, Marek Kurzynski
The paper presents an original method for controlling a surface-electromyography-driven (sEMG) prosthesis. A context-dependent recognition system is proposed in which the same clas…
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…
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…
Randomized Reference Classifier with Gaussian Distribution and Soft Confusion Matrix Applied to the Improving Weak Classifiers
Pawel Trajdos, Marek Kurzynski
In this paper, an issue of building the RRC model using probability distributions other than beta distribution is addressed. More precisely, in this paper, we propose to build the…