Sparse possibilistic c-means clustering with Lasso.
Miin-Shen YangJosephine Bernadette M. BenjaminPublished in: Pattern Recognit. (2023)
Keyphrases
- possibilistic c means
- clustering algorithm
- clustering large data sets
- sparse representation
- possibilistic clustering
- fuzzy c means
- cluster validity index
- clustering method
- elastic net
- k means
- fuzzy clustering
- hierarchical clustering
- regularized regression
- data sets
- cluster analysis
- categorical data
- group lasso
- high dimensional data
- unsupervised learning
- feature selection
- data objects
- data clustering
- variable selection
- fcm algorithm
- overlapping clusters
- generalized linear models
- high dimensional
- expert systems
- artificial intelligence