In this research, the performance of the proposed technique neurofuzzy c-means was investigated in comparison with those from the K-means and Kohonen
Table 5 shows the results of seven-time selected clustering among 52 implementations, the number of clusters between 3 to 5 using Kohonen
(KO), Two-Step (TS), and K-Means (KM) methods and in different clustering settings by feeding 32 variables to SPSS modeler 18.0 auto cluster node.
It describes methods aimed at handling the main types of uncertainties in data, using adaptive methods of fuzzy clustering; the use of Kohonen
maps and their ensembles for fuzzy clustering tasks; and simulation results of these neuro-fuzzy architectures, their learning methods, self-organization, and clustering procedures.
Scholars hold that SA programs can be regarded as a type of experiential language learning as they provide opportunities for real-world exposure to L2 communities and self-reflections on those sociocultural experiences (Kohonen
, Jaatinen, Kaikkonen, & Lehtovaara, 2014; Lafford, 2013; Wilson et al., 2016).
Used medical analysis to cluster data into different categories (a Kohonen
network was able to classify patients with a diseased glomerular vs.
Observations may be classified into groups not known beforehand (cluster analysis, Kohonen
maps); variables may be connected among themselves according to links previously unknown (association methods, log-linear models, and graphical models).
, "The self-organizing map," Proceedings of the IEEE, vol.
The proposed technique is based upon the Kohonen
Self-Organizing Map Neural Network (KSOM-NN) for clustering and classification of the nodes.
In his role of acting MD, Connor will report to Jari Kohonen
VP Asia-Pacific for Volvo Car Group.