On the stopping criteria for k-Nearest Neighbor in positive unlabeled time series classification problems.
Mabel González CastellanosChristoph BergmeirIsaac TrigueroYanet RodríguezJosé Manuel BenítezPublished in: Inf. Sci. (2016)
Keyphrases
- k nearest neighbor
- stopping criteria
- knn
- nearest neighbor
- text categorization
- neural network
- training data
- clustering algorithm
- text classification
- active learning
- support vector machine svm
- labeled data
- unsupervised learning
- distance function
- semi supervised learning
- graph construction
- k nearest neighbour
- classification method
- vowel recognition
- knn classifier
- support vector machine
- data points
- knn algorithm
- stopping criterion
- unlabeled data
- feature selection
- hierarchical document clustering
- subsequence matching
- similarity search
- high dimensional
- multiscale
- machine learning