Self-organizing maps implementation.
-
Updated
Jun 18, 2018 - C++
Self-organizing maps implementation.
Visualization & Classification of a 13 dimensional wine data using an unsupervised learning technique called Self Organizing Maps. We map a 13D data into a 2D grid and used color profile to differentiate data belonging to each class.
Kohanen SOM using ANN to identify clustering of amplitude roughness parameters
Basic Self-Organizing Map along 1-dimensional axis.
Using several clustering algorithm to segment an insurance company customers
Significance of non-microbial processes in organic matter decompositon in ecosystems across scales
Projeto realizado para o desenvolvimento e prática do JavaScript. Site com botões que ao clica-los emitem sons.
This was my Final Project for the Artificial Intelligence Diploma program of The University of Winnipeg - Professional, Applied and Continuing Education (PACE).
Self-organizing map
Submission for a neural network module open assessment, training a self-organising map (SOM) to recognise room usage from environmental sensor data. Warning: code has not been cleaned up since last use. Part of a collection of my work towards the BEng degree at the Department of Computer Science at the University of York.
Two pattern classification problem using Radial Basis Functions (RBF) Neural Networks, with center vectors selected via self-organizing map (SOM) neural networks.
Data Mining subject projects
Add a description, image, and links to the som topic page so that developers can more easily learn about it.
To associate your repository with the som topic, visit your repo's landing page and select "manage topics."