A Brief Survey of Text Mining: Classification, Clustering and Extraction Techniques.
Mehdi AllahyariSeyed Amin PouriyehMehdi AssefiSaied SafaeiElizabeth D. TrippeJuan B. GutierrezKrys J. KochutPublished in: CoRR (2017)
Keyphrases
- text mining
- text clustering
- information extraction
- text classification
- document clustering
- text categorisation
- unsupervised learning
- machine learning
- unsupervised classification
- classification accuracy
- decision trees
- pattern recognition
- support vector
- pattern classification
- classification scheme
- clustering analysis
- preprocessing
- self organizing maps
- hierarchical clustering
- clustering algorithm
- high dimensionality
- classification rules
- document classification
- feature vectors
- supervised classification
- support vector machine svm
- feature extraction and classification
- feature selection
- image classification
- natural language processing
- gene expression profiles
- information retrieval
- biomedical literature
- high dimensional
- classification method
- model selection
- data clustering
- classification models
- outlier detection
- classification algorithm
- textual data
- feature extraction
- similarity measure
- unsupervised clustering
- supervised learning
- support vector machine
- k means
- data sets