MetaSleepLearner: A Pilot Study on Fast Adaptation of Bio-Signals-Based Sleep Stage Classifier to New Individual Subject Using Meta-Learning.
Nannapas BanluesombatkulPichayoot OuppaphanPitshaporn LeelaarpornPayongkit LakhanBusarakum ChaitusaneyNattapong JaimchariyatamEkapol ChuangsuwanichWei ChenHuy PhanNat DilokthanakulTheerawit WilaiprasitpornPublished in: IEEE J. Biomed. Health Informatics (2021)
Keyphrases
- pilot study
- meta learning
- sleep stage
- decision trees
- inductive learning
- meta knowledge
- feature selection
- learning tasks
- machine learning algorithms
- sleep apnea
- model selection
- computer games
- training data
- machine learning
- data mining
- support vector machine
- learning algorithm
- feature set
- data sets
- metamodel
- class labels
- feature vectors
- base classifiers