Mathematical models of diagnostic information granules generated by scaling intuitionistic fuzzy sets

A Bryniarska - Applied Sciences, 2022 - mdpi.com
The paper presents a certain class of the mathematical models of diagnostic information
granules describing the fuzzy symptoms-faults relationship. A certain fuzzy diagnostic …

Digital Stereotypes in HMI—The Influence of Feature Quantity Distribution in Deep Learning Models Training

P Antonowicz, M Podpora, J Rut - Sensors, 2022 - mdpi.com
This paper proposes a concept of Digital Stereotypes, observed during research on
quantitative overrepresentation of one class over others, and its impact on the results of the …

[HTML][HTML] Certain information granule system as a result of sets approximation by fuzzy context

A Bryniarska - International Journal of Approximate Reasoning, 2019 - Elsevier
This paper presents the application of abstraction methods in creating concepts that allow to
describe and solve more complex problems of knowledge representation in semantic …

The auto-diagnosis of granulation of information retrieval on the web

A Bryniarska - Algorithms, 2020 - mdpi.com
In this paper, a postulation on the relationship between the memory structure of the brain's
neural network and the representation of information granules in the semantic web is …

Information granule system induced by a perceptual system

A Bryniarska - … on Computer Science and Information Systems …, 2019 - ieeexplore.ieee.org
Knowledge represented in the semantic network, especially in the Semantic Web, can be
expressed in attributive language AL. Expressions of this language are interpreted in …