Consensus clustering based on constrained self-organizing map and improved Cop-Kmeans ensemble in intelligent decision support systems.
Yan YangWei TanTianrui LiDa RuanPublished in: Knowl. Based Syst. (2012)
Keyphrases
- decision support system
- self organizing maps
- k means
- decision support
- cluster ensemble
- neural network
- decision makers
- support systems
- competitive learning
- unsupervised learning
- data warehouse
- management system
- probabilistic neural network
- expert systems
- case based reasoning
- cluster analysis
- clustering algorithm
- decision making
- input data
- medical decision support systems
- data clustering
- ensemble methods
- risk management
- text clustering
- som neural network
- gene expression profiles
- clinical decision support systems
- expectation maximization
- learning vector quantization
- training data
- fuzzy c means
- clustering method
- database
- supervised learning
- image data
- training set
- knowledge base
- databases