Comparing Beta-VAE to WGAN-GP for Time Series Augmentation to Improve Classification Performance.
Domen KavranBorut ZalikNiko LukacPublished in: ICAART (Revised Selected Paper (2022)
Keyphrases
- genetic programming
- feature extraction
- pattern recognition
- machine learning
- support vector machine svm
- decision trees
- support vector
- feature space
- pattern classification
- classification accuracy
- evolutionary algorithm
- feature vectors
- feature selection
- classification systems
- classification scheme
- neural network
- automatic classification
- classification rate
- benchmark datasets
- classification process
- supervised learning
- support vector machine
- training set
- model selection
- machine learning algorithms
- text classification
- svm classifier
- cross validation
- decision rules
- classification algorithm
- classification rules
- learning algorithm
- genetic algorithm
- symbolic representation
- data sets
- regression problems