Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology

Fuzzy Community detection based on grouping and overlapping functions

Authors
Daniel Gómez, J. Tinguaro Rodríguez, Javier Montero, Javier Yáñez
Corresponding Author
Daniel Gómez
Available Online June 2015.
DOI
https://doi.org/10.2991/ifsa-eusflat-15.2015.215How to use a DOI?
Keywords
Overlaps functions, Grouping functions, Community detection.
Abstract

One of the main challenges of fuzzy community detection problems is to be able to measure the quality of a fuzzy partition. In this paper, we present an alternative way of measure the quality of a fuzzy community detection output based on n-dimensional grouping and overlapping functions that generalize the classical modularity for crisp community detection problems and also for crisp overlapping community detection problems.

Copyright
© 2015, 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)

Volume Title
Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology
Series
Advances in Intelligent Systems Research
Publication Date
June 2015
ISBN
978-94-62520-77-6
ISSN
1951-6851
DOI
https://doi.org/10.2991/ifsa-eusflat-15.2015.215How to use a DOI?
Copyright
© 2015, 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/).

Cite this article

TY  - CONF
AU  - Daniel Gómez
AU  - J. Tinguaro Rodríguez
AU  - Javier Montero
AU  - Javier Yáñez
PY  - 2015/06
DA  - 2015/06
TI  - Fuzzy Community detection based on grouping and overlapping functions
BT  - Proceedings of the 2015 Conference of the International Fuzzy Systems Association and the European Society for Fuzzy Logic and Technology
PB  - Atlantis Press
SP  - 1514
EP  - 1519
SN  - 1951-6851
UR  - https://doi.org/10.2991/ifsa-eusflat-15.2015.215
DO  - https://doi.org/10.2991/ifsa-eusflat-15.2015.215
ID  - Gómez2015/06
ER  -