A Hybrid Model for Document Clustering Based on a Fuzzy Approach of Synonymy and Polysemy.
Francisco P. RomeroAndrés SotoJosé A. OlivasPublished in: IFSA (2) (2007)
Keyphrases
- hybrid model
- latent semantic indexing
- word sense disambiguation
- artificial neural networks
- tolerance rough set
- document representation
- fuzzy sets
- back propagation neural network
- vector space model
- information retrieval
- hybrid models
- document clustering
- support vector regression
- membership functions
- fuzzy logic
- document collections
- fuzzy rules
- text documents
- document similarity
- bag of words
- text representation
- forecasting accuracy
- semantic information
- fuzzy clustering
- neural network
- keywords
- word similarity
- information retrieval systems
- text retrieval
- document images
- support vector machine svm
- wordnet
- support vector machine
- pattern recognition
- training data
- computer vision
- retrieval systems
- learning algorithm
- text mining