A Fuzzy Self-Constructing Feature Clustering Algorithm for Text Classification.
Jung-Yi JiangRen-Jia LiouShie-Jue LeePublished in: IEEE Trans. Knowl. Data Eng. (2011)
Keyphrases
- text classification
- clustering algorithm
- knn algorithm
- fuzzy clustering
- feature selection
- knn
- bag of words
- text categorization
- distributional clustering
- fuzzy logic
- clustering analysis
- naive bayes
- possibilistic c means
- machine learning
- text classifiers
- sentiment analysis
- image features
- fuzzy rules
- k means
- possibilistic clustering
- fuzzy sets
- text data
- fuzzy numbers
- text mining
- multi label
- text documents
- supervised feature selection
- fuzzy c means
- feature vectors
- clustering method
- data cleaning
- feature set
- semantic features
- hierarchical clustering
- data clustering
- k nearest neighbor
- membership functions
- labeled data