Improving Instance Selection via Metric Learning.
Eduardo Zarate MaxRicardo Marcondes MarcaciniEdson Takashi MatsubaraPublished in: IJCNN (2018)
Keyphrases
- metric learning
- instance selection
- semi supervised learning
- semi supervised
- distance metric
- nearest neighbor
- pairwise
- distance function
- dimensionality reduction
- text classification
- classification accuracy
- data reduction
- feature space
- learning tasks
- multiple instance learning
- labeled data
- supervised learning
- multi class
- multi task
- feature selection
- co training
- unlabeled data
- high dimensional
- euclidean distance
- unsupervised learning
- knn
- active learning
- transfer learning
- learning problems
- concept drift
- naive bayes
- low dimensional
- knowledge discovery and data mining
- data analysis