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IJCNN
2000
IEEE
13 years 11 months ago
Adding a Healing Mechanism in the Self-Organizing Feature Map Algorithm
It is often reported in the technique literature that the success of the self-organizing feature map (SOM) formation is critically dependent on the initial weights and the selectio...
Mu-Chun Su, Chien-Hsing Chou, Hsiao-Te Chang
APIN
2004
131views more  APIN 2004»
13 years 7 months ago
Rough Self Organizing Map
A rough self-organizing map (RSOM) with fuzzy discretization of feature space is described here. Discernibility reducts obtained using rough set theory are used to extract domain k...
Sankar K. Pal, Biswarup Dasgupta, Pabitra Mitra
SASO
2008
IEEE
14 years 1 months ago
On a Self-Organizing MANET Event Routing Architecture with Causal Dependency Awareness
Publish/subscribe (P/S) is a communication paradigm of growing popularity for information dissemination in largescale distributed systems. The strong decoupling between informatio...
Guanhong Pei, Binoy Ravindran, E. Douglas Jensen
SASO
2007
IEEE
14 years 1 months ago
Desynchronization: The Theory of Self-Organizing Algorithms for Round-Robin Scheduling
The study of synchronization has received much attention in a variety of applications, ranging from coordinating sensors in wireless networks to models of fireflies flashing in...
Ankit Patel, Julius Degesys, Radhika Nagpal
ICPR
2008
IEEE
14 years 8 months ago
A probabilistic Self-Organizing Map for facial recognition
This article presents a method aiming at quantifying the visual similarity between an image and a class model. This kind of problem is recurrent in many applications such as objec...
Christophe Garcia, Grégoire Lefebvre