Industrial Transfer Learning for Multivariate Time Series Segmentation: A Case Study on Hydraulic Pump Testing Cycles.
Stefan GaugelManfred ReichertPublished in: Sensors (2023)
Keyphrases
- transfer learning
- multivariate time series
- cross domain
- semi supervised learning
- machine learning
- reinforcement learning
- transfer knowledge
- labeled data
- active learning
- segmentation algorithm
- image segmentation
- dimension reduction
- collaborative filtering
- categorical data
- text classification
- temporal patterns
- machine learning algorithms
- target domain
- temporal data
- autoregressive
- learning algorithm
- text mining
- test data
- test cases
- text categorization
- unlabeled data
- markov random field
- probabilistic model
- prior knowledge
- video sequences
- decision trees