Visual Studio Magazine

Data Clustering Using a Self-Organizing Map (SOM) with C#

A self-organizing map (SOM) is a data structure that can be used for visualizing and clustering data. This article presents a from-scratch C# implementation of a SOM for data clustering. Data ...
Visual Studio Magazine

Data Clustering Using a Self-Organizing Map (SOM) with C#

Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on technique for visualizing and clustering data. A self-organizing map (SOM) is a data structure that can be used ...
Nature

Self-Organizing Map Applications in Groundwater Quality Assessment

Self-Organizing Maps (SOMs) have emerged as a powerful unsupervised neural-network technique for exploring complex groundwater quality datasets. By projecting high-dimensional water chemistry ...