An Adaptive Fuzzy kNN Text Classifier.
Wenqian ShangHoukuan HuangHaibin ZhuYongmin LinYouli QuHongbin DongPublished in: International Conference on Computational Science (3) (2006)
Keyphrases
- knn
- text classifiers
- text categorization
- text classification
- k nearest neighbor
- knn algorithm
- nearest neighbor
- naive bayes
- classification algorithm
- support vector machine
- k nearest neighbour
- support vector machine svm
- document classification
- labeled data
- feature selection
- similarity search
- information gain
- bag of words
- text data
- distance function
- nearest neighbour
- text documents
- k nearest
- neural network
- shows significant improvements
- unsupervised learning
- semantic features
- unlabeled data
- co occurrence
- multi class
- information extraction
- knn classifier
- knn classification
- information retrieval