A Fuzzy-Probabilistic Representation Learning Method for Time Series Classification.
Fabricio Javier Erazo-CostaPetrônio C. L. SilvaFrederico Gadelha GuimarãesPublished in: IEEE Trans. Fuzzy Syst. (2024)
Keyphrases
- unsupervised learning
- probabilistic model
- prior knowledge
- cost function
- learning process
- significant improvement
- detection method
- preprocessing
- pairwise
- support vector machine
- computational cost
- inference process
- learning mechanism
- computational complexity
- similarity measure
- feature set
- em algorithm
- machine learning
- fuzzy numbers
- learning scheme
- reinforcement learning