Cost-Effective Active Semi-Supervised Learning on Multivariate Time Series Data With Crowds.
Guoliang HeBing LiHan WangWenjun JiangPublished in: IEEE Trans. Syst. Man Cybern. Syst. (2022)
Keyphrases
- cost effective
- semi supervised learning
- multivariate time series data
- multivariate time series
- semi supervised
- unlabeled data
- labeled data
- machine learning
- low cost
- unsupervised learning
- supervised learning
- cost effectiveness
- active learning
- temporal data
- transfer learning
- training data
- subspace clustering
- predicting future
- probabilistic model
- stochastic processes
- model selection
- pattern recognition
- bayesian networks