A Domain Transfer Based Data Augmentation Method for Automated Respiratory Classification.
Zijie WangZhao WangPublished in: ICASSP (2022)
Keyphrases
- synthetic data
- classification method
- data sets
- prior knowledge
- support vector machine svm
- training samples
- test data
- data analysis
- statistical methods
- support vector machine
- noisy data
- classification scheme
- machine learning methods
- bayesian methods
- input vectors
- input data
- high dimensional data
- classification accuracy
- missing data
- feature set
- pairwise
- similarity measure
- dimensionality reduction methods
- classification algorithm
- neural network
- decision rules
- domain experts
- cross validation
- decision trees
- feature extraction
- data structure
- ordinal data
- confidence scores
- classification process
- training data
- extracted features
- support vector
- prior information
- preprocessing
- probabilistic model
- image data
- transfer learning
- dimensionality reduction
- unsupervised learning