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» Fuzzy sets and geometric logic
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FSKD
2005
Springer
95views Fuzzy Logic» more  FSKD 2005»
15 years 5 months ago
The Fuzzy Mega-cluster: Robustifying FCM by Scaling Down Memberships
A new robust clustering scheme based on fuzzy c-means is proposed and the concept of a fuzzy mega-cluster is introduced in this paper. The fuzzy mega-cluster is conceptually simila...
Amit Banerjee, Rajesh N. Davé
WILF
2005
Springer
91views Fuzzy Logic» more  WILF 2005»
15 years 5 months ago
Multi-lattices as a Basis for Generalized Fuzzy Logic Programming
A prospective study of the use of ordered multi-lattices as underlying sets of truth-values for a generalised framework of logic programming is presented. Specifically, we investi...
Jesús Medina, Manuel Ojeda-Aciego, Jorge Ru...
TSMC
1998
139views more  TSMC 1998»
14 years 11 months ago
A neuro-fuzzy controller for mobile robot navigation and multirobot convoying
—A Neural integrated Fuzzy conTroller (NiF-T) which integrates the fuzzy logic representation of human knowledge with the learning capability of neural networks is developed for ...
Kim C. Ng, Mohan M. Trivedi
RSCTC
2010
Springer
142views Fuzzy Logic» more  RSCTC 2010»
14 years 9 months ago
Learning from Imbalanced Data in Presence of Noisy and Borderline Examples
In this paper we studied re-sampling methods for learning classifiers from imbalanced data. We carried out a series of experiments on artificial data sets to explore the impact of ...
Krystyna Napierala, Jerzy Stefanowski, Szymon Wilk
FSKD
2009
Springer
143views Fuzzy Logic» more  FSKD 2009»
14 years 9 months ago
Spectral Clustering for Chinese Word
Sense Induction is the process of identifying the word sense given its context, often treated as a clustering task. This paper explores the use of spectral cluster method which in...
Ying Liu, Wang Nan, Tie Zheng