Unsupervised Non Parametric Data Clustering by Means of Bayesian Inference and Information Theory.
Gilles BougenièreClaude CariouKacem ChehdiAlan GayPublished in: SIGMAP (2007)
Keyphrases
- information theory
- data clustering
- bayesian inference
- unsupervised learning
- information theoretic
- unsupervised feature selection
- competitive learning
- probabilistic model
- hyperparameters
- clustering algorithm
- prior information
- cluster analysis
- statistical learning
- k means
- conditional entropy
- spectral clustering
- deterministic annealing
- supervised learning
- semi supervised
- gaussian process
- kullback leibler divergence
- text classification
- machine learning
- data mining
- particle filter
- active learning
- pairwise
- posterior distribution
- feature selection