Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-13)

Interpretability analysis of fuzzy association rules supported by fingrams

Authors
David P. Pancho, Jose M. Alonso, Jesús Alcalá-Fdez, Luis Magdalena
Corresponding Author
David P. Pancho
Available Online August 2013.
DOI
https://doi.org/10.2991/eusflat.2013.71How to use a DOI?
Keywords
interpretability fuzzy association rules rule co-firing social network analysis
Abstract
This work extends fuzzy inference-grams (fingrams) to fuzzy association rules (FAR), yielding FARFingrams. Their analysis pays attention to interpretability issues. An important open problem in association rule mining is the huge number of frequent itemsets and interesting rules to discover and communicate to the user. FAR-Fingrams address such problem through visual analysis. They ease the selection of rules according to the user’s preferences and quality criteria. FAR-Fingrams has been applied to a real-world problem that deals with finding out the most interesting rules related to explain how different users evaluate the degree of femininity of several chairs.
Open Access
This is an open access article distributed under the CC BY-NC license.

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Proceedings
8th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-13)
Part of series
Advances in Intelligent Systems Research
Publication Date
August 2013
ISBN
978-90786-77-78-9
ISSN
1951-6851
DOI
https://doi.org/10.2991/eusflat.2013.71How to use a DOI?
Open Access
This is an open access article distributed under the CC BY-NC license.

Cite this article

TY  - CONF
AU  - David P. Pancho
AU  - Jose M. Alonso
AU  - Jesús Alcalá-Fdez
AU  - Luis Magdalena
PY  - 2013/08
DA  - 2013/08
TI  - Interpretability analysis of fuzzy association rules supported by fingrams
BT  - 8th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT-13)
PB  - Atlantis Press
SN  - 1951-6851
UR  - https://doi.org/10.2991/eusflat.2013.71
DO  - https://doi.org/10.2991/eusflat.2013.71
ID  - P.Pancho2013/08
ER  -