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ICANN
2010
Springer
15 years 24 days ago
Visualising Clusters in Self-Organising Maps with Minimum Spanning Trees
Abstract. The Self-Organising Map (SOM) is a well-known neuralnetwork model that has successfully been used as a data analysis tool in many different domains. The SOM provides a to...
Rudolf Mayer, Andreas Rauber
GECCO
2003
Springer
120views Optimization» more  GECCO 2003»
15 years 5 months ago
New Usage of SOM for Genetic Algorithms
Abstract. Self-Organizing Map (SOM) is an unsupervised learning neural network and it is used for preserving the structural relationships in the data without prior knowledge. SOM h...
Jung Hwan Kim, Byung Ro Moon
AP2PC
2003
Springer
15 years 5 months ago
G-Grid: A Class of Scalable and Self-Organizing Data Structures for Multi-dimensional Querying and Content Routing in P2P Networ
Peer-to-Peer (P2P) technologies promise to provide efficient distribution, sharing and management of resources, such as storage, processing, routing and other sundry service capabi...
Aris M. Ouksel, Gianluca Moro
NN
2006
Springer
14 years 11 months ago
Missing data imputation through GTM as a mixture of t-distributions
The Generative Topographic Mapping (GTM) was originally conceived as a probabilistic alternative to the well-known, neural networkinspired, Self-Organizing Maps. The GTM can also ...
Alfredo Vellido
ICDCSW
2003
IEEE
15 years 5 months ago
MESH Mdl - A Middleware for Self-Organization in Ad Hoc Networks
— The maturing domain of ad hoc networking still holds some major challenges on its way to commercial exploitation. The dynamic and decentralized nature of ad hoc networks calls ...
Klaus Herrmann