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» On modeling of self-organizing systems
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ESANN
2007
13 years 8 months ago
Model collisions in the dissimilarity SOM
We investigate in this paper the problem of model collisions in the Dissimilarity Self Organizing Map (SOM). This extension of the SOM to dissimilarity data suffers from constrain...
Fabrice Rossi
SASO
2007
IEEE
14 years 1 months ago
Emergence of Smooth Pursuit using Chaos
The task of tracking an object has been fully studied and many solutions presented before. However, it is a perfect test bed for the study of a novel model using Coupled Chaos Sys...
Boris Duran, Giorgio Metta, Giulio Sandini
ACL
2003
13 years 8 months ago
Self-Organizing Markov Models and Their Application to Part-of-Speech Tagging
This paper presents a method to develop a class of variable memory Markov models that have higher memory capacity than traditional (uniform memory) Markov models. The structure of...
Jin-Dong Kim, Hae-Chang Rim, Jun-ichi Tsujii
SASO
2008
IEEE
14 years 1 months ago
Designing Self-Organization for Evolvable Assembly Systems
Current solutions for industrial manufacturing assembly systems do not suit the needs of Mass Customization industry, which is facing low production volumes, many variants and rap...
Regina Frei, Giovanna Di Marzo Serugendo, Jos&eacu...
IJCNN
2000
IEEE
13 years 10 months ago
Competing Hidden Markov Models on the Self-Organizing Map
This paper presents an unsupervised segmentation method for feature sequences based on competitivelearning hidden Markov models. Models associated with the nodes of the Self-Organ...
Panu Somervuo