Active Learning for Semiautomatic Sleep Staging and Transitional EEG Segments.
Martin MacasNela GrimováVáclav GerlaLenka LhotskáElizaveta SaifutdinováPublished in: BIBM (2018)
Keyphrases
- semi automatic
- active learning
- sleep stage
- eeg signals
- obstructive sleep apnea
- fully automatic
- sleep apnea
- gold standard
- learning strategies
- semi supervised
- random sampling
- signal processing
- single trial
- selective sampling
- experimental design
- domain ontology
- brain computer interface
- semi automatically
- training examples
- active learning strategies
- relevance feedback
- pool based active learning
- semi supervised learning
- supervised learning
- lung cancer
- event related
- motor imagery
- machine learning
- data sets
- frequency band
- sample selection
- text classification
- learning process
- learning algorithm