Metric learning-guided k nearest neighbor multilabel classifier.
Jiajun MaShuisheng ZhouPublished in: Neural Comput. Appl. (2021)
Keyphrases
- k nearest neighbor
- metric learning
- multi label
- text categorization
- multilabel classification
- knn
- nearest neighbor classification
- nearest neighbor
- learning tasks
- distance function
- classification algorithm
- k nearest neighbour
- text classification
- distance metric
- distance metric learning
- feature selection
- class labels
- support vector machine
- multi task
- feature space
- knn classification
- pairwise
- dimensionality reduction
- learning problems
- image annotation
- semi supervised
- binary classification
- labeled data
- nearest neighbour
- neural network
- information gain
- unlabeled data
- naive bayes
- image classification
- machine learning
- training set
- high dimensional
- similarity search
- training data
- data points
- graph cuts
- multi task learning
- computer vision
- support vector
- binary classifiers
- pattern recognition
- feature set
- svm classifier
- semi supervised learning
- background knowledge
- feature vectors
- convex relaxation
- ensemble methods
- transfer learning
- similarity measure
- supervised learning
- text mining