Machine learning integrated credibilistic semi supervised clustering for categorical data.
Jnanendra Prasad SarkarIndrajit SahaSinjan ChakrabortyUjjwal MaulikPublished in: Appl. Soft Comput. (2020)
Keyphrases
- categorical data
- semi supervised clustering
- machine learning
- cluster analysis
- semi supervised learning
- semi supervised
- metric learning
- parameter free
- unsupervised clustering
- k means
- semi supervised classification
- background knowledge
- pairwise constraints
- clustering algorithm
- attribute values
- document clustering
- unsupervised learning
- supervised learning
- decision trees
- active learning
- data analysis
- natural language processing
- supervised classification
- nonnegative matrix factorization
- machine learning algorithms
- pattern recognition
- learning algorithm
- labeled data
- unlabeled data
- pairwise
- data mining
- text mining
- support vector machine
- feature selection
- kernel methods
- euclidean distance
- model selection
- least squares
- domain knowledge
- reinforcement learning
- computer vision