Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System.
Gargya GokhaleJonas Van GompelBert ClaessensChris DevelderPublished in: BuildSys@SenSys (2023)
Keyphrases
- transfer learning
- demand forecasting
- management system
- water resources
- learning tasks
- historical data
- knowledge transfer
- supply chain
- active learning
- transfer knowledge
- reinforcement learning
- labeled data
- machine learning
- cross domain
- fault diagnosis
- collaborative filtering
- fuzzy logic
- target domain
- forecasting accuracy
- machine learning algorithms
- semi supervised learning
- multi task
- text categorization
- power system
- text classification
- text mining
- decision trees
- data mining