Web-based Platform for Training in Biomedical Signal Processing and Classification: the Particular Case of EEG-based Drowsiness Detection.
Daniel RibeiroCésar Alexandre TeixeiraAlberto CardosoPublished in: Int. J. Online Eng. (2018)
Keyphrases
- biomedical signal processing
- eeg signals
- training phase
- supervised learning
- training set
- training samples
- classification accuracy
- support vector machine
- pattern recognition
- training process
- anomaly detection
- feature extraction
- neural network
- multi layer perceptron
- single trial
- motor imagery
- classification algorithm
- discriminative classifiers
- real time
- machine learning
- automatic detection
- learning platform
- false positives
- eeg data
- image classification
- signal processing
- neyman pearson
- decision trees
- active learning
- data sets
- client server architecture
- svm classifier
- training dataset
- feature selection
- feature space
- class labels
- support vector machine svm
- image processing
- feature set
- multimedia
- object detection
- support vector