The impact of data set similarity and diversity on transfer learning success in time series forecasting.
Claudia EhrigCatherine CleophasGermain ForestierPublished in: CoRR (2024)
Keyphrases
- transfer learning
- data sets
- learning tasks
- labeled data
- knowledge transfer
- reinforcement learning
- semi supervised learning
- text classification
- cross domain
- collaborative filtering
- transfer knowledge
- active learning
- similarity measure
- domain adaptation
- structure learning
- text mining
- machine learning
- neuro fuzzy
- multi task
- text categorization
- multi task learning
- real world
- target domain
- machine learning algorithms
- knowledge representation
- learning algorithm
- previously learned