A promising combination of approaches for solving complex text classification tasks: application to the classification of scientific papers into patents classes.
Kafil HajlaouiJean-Charles LamirelPascal CuxacPublished in: Int. J. Knowl. Learn. (2014)
Keyphrases
- text classification tasks
- text classification
- solving complex
- classification systems
- bag of words
- scientific papers
- class labels
- classification accuracy
- text classifiers
- support vector
- sentiment classification
- feature engineering
- feature selection
- feature extraction
- information retrieval
- decision trees
- associative classifiers
- svm classifier
- image classification
- support vector machine
- genetic algorithm
- classification algorithm
- problems involving
- scientific literature
- multi class
- accurate classifiers
- evolutionary algorithm
- training set