An Evaluation of Self-Organizing Map Networks as a Robust Alternative to Factor Analysis in Data Mining Applications.
Melody Y. KiangAjith KumarPublished in: Inf. Syst. Res. (2001)
Keyphrases
- data mining applications
- factor analysis
- self organizing maps
- independent component analysis
- neural network
- data mining
- data mining techniques
- discriminant analysis
- cluster analysis
- unsupervised learning
- knowledge discovery
- data warehousing
- data analysis
- data mining methods
- data mining algorithms
- statistical tests
- k means
- matrix factorization
- input data
- som neural network
- growing self organizing map
- information retrieval
- reinforcement learning
- association rules
- sample size
- image data