Scalable generalized median graph estimation and its manifold use in bioinformatics, clustering, classification, and indexing.
David B. BlumenthalNicolas BoriaSébastien BougleuxLuc BrunJohann GamperBenoit GaüzèrePublished in: Inf. Syst. (2021)
Keyphrases
- classification accuracy
- machine learning
- unsupervised clustering
- density estimation
- gene expression analysis
- feature space
- supervised classification
- pattern recognition
- parameter free
- unsupervised classification
- classification algorithm
- feature vectors
- image classification
- text mining
- high dimensionality
- clustering method
- text classification
- data mining
- information retrieval
- decision trees
- training set
- support vector machine
- supervised learning
- k means
- clustering algorithm
- support vector
- median graph
- clustering analysis
- data analysis
- cluster analysis
- pairwise
- self organizing maps
- support vector machine svm
- data points
- spectral clustering
- distance function
- high dimensional
- semi supervised learning
- unsupervised learning
- gene expression profiles
- model selection
- database
- microarray data analysis