A novel approach to sequence-of-documents focused text categorization using the concept of a degree of fuzzy set subsethood.
Slawomir ZadroznyJanusz KacprzykMarek GajewskiPublished in: NAFIPS/WConSC (2015)
Keyphrases
- text categorization
- fuzzy sets
- text documents
- document classification
- automatic text categorization
- training documents
- document categorization
- text classifiers
- term frequency
- text collections
- fuzzy relations
- membership functions
- text classification
- fuzzy logic
- rough sets
- feature selection
- knn
- distributional clustering
- multi label
- k nearest neighbor
- computational intelligence
- document frequency
- semi supervised learning
- information retrieval
- tf idf
- neural network
- unlabeled data
- data mining
- document clustering
- information retrieval systems
- naive bayes
- document collections
- vector space model
- text mining
- xml documents
- pairwise
- pattern recognition
- decision making
- document retrieval