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» A class of convex fuzzy mappings
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WCE
2007
13 years 6 months ago
A Comparison of Mann and Ishikawa iterations of quasi-contraction operators
—It is generally conjectured that the Mann iteration converges faster than the Ishikawa iteration for any operator defined on an arbitrary closed convex subset of a Banach space...
Johnson O. Olaleru
IJCNN
2007
IEEE
13 years 12 months ago
Parallel Learning of Large Fuzzy Cognitive Maps
— Fuzzy Cognitive Maps (FCMs) are a class of discrete-time Artificial Neural Networks that are used to model dynamic systems. A recently introduced supervised learning method, wh...
Wojciech Stach, Lukasz A. Kurgan, Witold Pedrycz
NIPS
2001
13 years 7 months ago
K-Local Hyperplane and Convex Distance Nearest Neighbor Algorithms
Guided by an initial idea of building a complex (non linear) decision surface with maximal local margin in input space, we give a possible geometrical intuition as to why K-Neares...
Pascal Vincent, Yoshua Bengio
ITC
1995
IEEE
122views Hardware» more  ITC 1995»
13 years 9 months ago
A Fault Model and a Test Method for Analog Fuzzy Logic Circuits
A nalog circuit implementations of fuzzy logic are characterized by performing logical connectives of analog signals. They can be considered as generalization of digital circuits ...
Stefan Weiner
CORR
2008
Springer
100views Education» more  CORR 2008»
13 years 5 months ago
Learning Isometric Separation Maps
Maximum Variance Unfolding (MVU) and its variants have been very successful in embedding data-manifolds in lower dimensionality spaces, often revealing the true intrinsic dimensio...
Nikolaos Vasiloglou, Alexander G. Gray, David V. A...