A Multi-task Learning Approach for Predicting Intentions Using Smart Home IoT Services.
Bing HuangBoyu ZhangQuan Z. ShengKwok-Yan LamPublished in: ICSOC (2022)
Keyphrases
- smart home
- multi task learning
- assisted living
- smart home environment
- context aware
- ambient assisted living
- multi task
- ubiquitous environments
- home environments
- ambient intelligence
- multiple tasks
- learning tasks
- activity recognition
- gaussian processes
- learning problems
- high order
- ubiquitous computing
- theoretical analysis
- management system
- transfer learning
- intelligent systems
- intelligent agents
- human activities
- inductive learning
- machine learning algorithms
- learning models
- reinforcement learning
- surveillance system
- labeled data
- gaussian process
- text classification
- data mining
- semi supervised
- multi class
- unlabeled data
- active learning
- expert systems
- machine learning