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In International Conference on Artificial Intelligence (IC-AI'99), June 28-July 1 1999, Las Vegas. Data Mining Using Self-Organizing Kohonen maps: A
 

Summary: In International Conference on Artificial Intelligence (IC-AI'99), June 28-July 1 1999, Las Vegas.
Data Mining Using Self-Organizing Kohonen maps: A
Technique for Effective Data Clustering & Visualisation
Jason Ong
School of Computer Sciences
Universiti Sains Malaysia
Penang, MALAYSIA
Syed Sibte Raza Abidi
School of Computer Sciences
Universiti Sains Malaysia
Penang, MALAYSIA
Abstract - Exploratory data mining using artificial
neural networks offers an alternative dimension to
data mining, in particular techniques geared towards
data clustering and classification. In this paper, we
argue the case for using neural networks as a viable
data mining tool that can provide statistical insights
and models from large data-sets. We demonstrate
how Self-Organizing Kohonen Maps, an
unsupervised learning neural network paradigm, can

  

Source: Abidi, Syed Sibte Raza - Faculty of Computer Science, Dalhousie University

 

Collections: Computer Technologies and Information Sciences