Text Classification Using Association Rules, Dependency Pruning and Hyperonymization.
Yannis HaralambousPhilippe LencaPublished in: DMNLP@PKDD/ECML (2014)
Keyphrases
- text classification
- association rules
- association rule mining
- knowledge discovery
- text categorization
- data mining
- bag of words
- text mining
- mining algorithm
- feature selection
- naive bayes
- association mining
- pruning method
- itemsets
- sentiment analysis
- text documents
- apriori algorithm
- machine learning
- labeled data
- data mining techniques
- n gram
- search space
- mining association rules
- frequent itemsets
- pruning strategy
- data cleaning
- classification rules
- pruning algorithm
- pruning methods
- frequent patterns
- knn
- formal concept analysis
- text classifiers
- semantic features
- associative classification
- text data
- association rules mining
- multi label
- transaction data
- rule sets
- training documents