Are unsupervised neural networks ignorant? Sizing the effect of environmental distributions on unsupervised learning.
Sébastien HélieSylvain ChartierRobert ProulxPublished in: Cogn. Syst. Res. (2006)
Keyphrases
- unsupervised learning
- neural network
- self organizing maps
- supervised learning
- competitive learning
- semi supervised
- unsupervised manner
- supervised classification
- data clustering
- pattern recognition
- dimensionality reduction
- expectation maximization
- minimum message length
- deep architectures
- supervised training
- mixture model
- genetic algorithm
- text classification
- fuzzy logic
- feature selection
- recurrent neural networks
- fuzzy systems
- object recognition
- supervised and unsupervised learning
- artificial neural networks
- neural nets
- gaussian distribution
- deep learning
- power law
- decision trees
- deep belief networks
- pairwise
- rule extraction
- sufficient conditions
- probabilistic model
- feed forward
- back propagation