Cluster Distillation: Semi-supervised Time Series Classification through Clustering-based Self-supervision.
Manuel Alejandro GoyoRicardo ÑanculefPublished in: SCCC (2022)
Keyphrases
- semi supervised
- semi supervised clustering
- active learning
- constrained clustering
- semi supervised learning
- clustering framework
- labeled data
- multi view
- clustering algorithm
- data clustering
- unsupervised learning
- unlabeled data
- labeled and unlabeled data
- dynamic time warping
- hidden markov random fields
- hierarchical agglomerative
- co training
- neural network
- semi supervised classification
- instance level constraints
- unsupervised clustering
- supervised learning
- machine learning
- subspace learning
- duplicate detection
- clustering approaches
- cluster analysis
- hierarchical agglomerative clustering
- nearest neighbor
- search engine