Self-Organizing Maps in data analysis - notes on overfitting and overinterpretation.
Jouko LampinenTimo KostiainenPublished in: ESANN (2000)
Keyphrases
- self organizing maps
- data analysis
- neural network
- competitive learning
- unsupervised learning
- data processing
- neural gas
- k means
- decision trees
- business intelligence
- data mining
- input data
- som neural network
- topology preserving
- cluster analysis
- big data
- network anomaly detection
- data sets
- data warehouse
- learning process
- information theoretic
- machine learning
- growing neural gas
- database
- dimensionality reduction
- expectation maximization
- object recognition
- face recognition
- computer vision
- information retrieval