Hardware-friendly seizure detection with a boosted ensemble of shallow decision trees.
Mahsa ShoaranMasoud FarivarAzita EmamiPublished in: EMBC (2016)
Keyphrases
- decision trees
- random forests
- ensemble methods
- random forest
- base classifiers
- low cost
- automatic detection
- detection rate
- false alarms
- object detection
- hardware and software
- naive bayes
- video recordings
- concept drifting data streams
- detection algorithm
- training data
- predictive accuracy
- ensemble learning
- neural network
- decision tree induction
- detection method
- training set
- decision tree ensembles
- machine learning algorithms
- real time
- false positives
- combining classifiers
- machine learning
- field programmable gate array
- epileptic seizures
- deep knowledge
- decision tree algorithm
- feature selection
- information extraction
- natural language processing
- computer systems
- logistic regression