Hybrid Approach Combining Machine Learning and a Rule-Based Expert System for Text Categorization.
Julio Villena-RománSonia Collada-PérezSara Lana-SerranoJosé Carlos González CristóbalPublished in: FLAIRS Conference (2011)
Keyphrases
- text categorization
- expert systems
- machine learning
- text classification
- feature selection
- automatic text categorization
- knowledge acquisition
- feature generation
- semi supervised learning
- knowledge representation
- multi label
- artificial intelligence
- text classifiers
- information gain
- knowledge base
- reuters corpus
- document categorization
- knn
- term frequency
- text documents
- k nearest neighbor
- data mining
- automated text categorization
- feature weighting
- learning algorithm
- decision trees
- text mining
- naive bayes
- inductive learning
- supervised learning
- feature selection for text categorization
- information extraction
- support vector machine
- active learning
- reinforcement learning
- labeled data
- term weighting
- support vector
- multi instance multi label learning