Uncertainty-aware similarity measures – properties and construction method

DOI

10.2991/eusflat-19.2019.71How to use a DOI?

Keywords

Similarity Uncertainty Interval-Valued Fuzzy Sets IVFS

Abstract

A concept of uncertainty-aware similarity measure for interval--valued fuzzy sets is being defined and discussed. The aim of the paper is to support the opinion that both definition and construction of such measure should take into account the epistemic nature of compared incomplete (uncertain) information. This approach, however, generates new challenges resulted from the computational complexity of the problem. We define a set of properties to be satisfied by uncertainty-aware similarity measure and we propose a new technique of constructing such measures.

Copyright

© 2019, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Download article (PDF)

TY  - CONF
AU  - Patryk Żywica
AU  - Anna Stachowiak
PY  - 2019/08
DA  - 2019/08
TI  - Uncertainty-aware similarity measures – properties and construction method
BT  - Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2019)
PB  - Atlantis Press
SP  - 512
EP  - 519
SN  - 2589-6644
UR  - https://doi.org/10.2991/eusflat-19.2019.71
DO  - 10.2991/eusflat-19.2019.71
ID  - Żywica2019/08
ER  -