Resp-kNN: A probabilistic k-nearest neighbor classifier for sparsely labeled data.
Adrian CalmaTobias ReitmaierBernhard SickPublished in: IJCNN (2016)
Keyphrases
- knn
- labeled data
- text classification
- k nearest neighbor
- unlabeled data
- semi supervised learning
- semi supervised
- nearest neighbor
- active learning
- training data
- transfer learning
- text categorization
- semi supervised classification
- supervised learning
- k nearest neighbour
- labeled training data
- labeled and unlabeled data
- domain adaptation
- distance function
- feature selection
- naive bayes
- classification algorithm
- knn algorithm
- support vector machine svm
- prior knowledge
- class labels
- data points
- label propagation
- training examples
- co training
- bayesian networks
- learning algorithm
- similarity search
- support vector machine
- learning tasks
- input space
- decision boundary
- pairwise constraints
- decision trees