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
- 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/).
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 - 10.2991/ifsa-eusflat-15.2015.215 ID - Gómez2015/06 ER -