Poster: Maestro - An Ambient Sensing Platform With Active Learning To Enable Smart Applications.
Tahiya ChowdhuryMurtadha AldeerShantanu LaghateJustin YuQizhen DingJoseph FlorentineJorge OrtizPublished in: EWSN (2021)
Keyphrases
- active learning
- ambient computing
- ambient intelligence
- real time
- random sampling
- training examples
- selective sampling
- smart environments
- sensor networks
- labeled data
- learning algorithm
- learning strategies
- training set
- machine learning
- active learning strategies
- batch mode
- experimental design
- semi supervised
- transfer learning
- cost sensitive
- smart home
- intelligent environments
- feature selection
- learning process
- wireless sensor networks
- context aware
- supervised learning