Synthetic time series dataset generation for unsupervised autoencoders.
Hendrik KlopriesDavid Orlando Salazar TorresAndreas SchwungPublished in: ETFA (2022)
Keyphrases
- denoising
- restricted boltzmann machine
- real world
- semi supervised
- benchmark datasets
- unsupervised manner
- generation process
- feature set
- data driven
- unsupervised learning
- symbolic representation
- machine learning
- weakly supervised
- training dataset
- sequential data
- subsequence matching
- feedforward neural networks
- completely unsupervised
- human actions
- supervised learning
- similarity measure
- feature extraction
- image segmentation
- computer vision
- data mining