Lung Function Classification of Smartphone Recordings - Comparison of Signal Processing and Machine Learning Combination Sets.
João F. TeixeiraLuís F. TeixeiraJoão FonsecaTiago JacintoPublished in: HEALTHINF (2015)
Keyphrases
- machine learning
- signal processing
- pattern recognition
- supervised machine learning
- lung disease
- text classification
- support vector machine
- decision trees
- supervised learning
- machine learning methods
- machine learning algorithms
- machine learning approaches
- classification accuracy
- natural language processing
- image processing
- feature selection
- learning algorithm
- supervised classification
- unsupervised learning
- neural network
- classifier combination
- classification scheme
- pattern classification
- support vector
- training set
- training samples
- automatic classification
- training data
- feature extraction
- lung cancer
- eeg signals
- classification systems
- active learning
- information extraction
- text mining
- fourier transform
- learning tasks
- kernel methods
- classification rules
- image classification
- classification algorithm
- model selection