Deep Generative Models: The winning key for large and easily accessible ECG datasets?
Giuliana MonachinoBeatrice ZanchiLuigi FiorilloGiulio ConteAngelo AuricchioAthina TzovaraFrancesca Dalia FaraciPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- generative model
- easily accessible
- probabilistic model
- mixture model
- deep belief networks
- discriminative learning
- discriminative models
- conditional random fields
- prior knowledge
- restricted boltzmann machine
- hierarchical hidden markov models
- em algorithm
- object categories
- hidden variables
- semi supervised
- unsupervised learning
- deep learning
- maximum entropy principle
- representational power
- expectation maximization
- topic models
- maximum likelihood
- text classification