Discovering generative models from event logs: data-driven simulation vs deep learning.
Manuel CamargoMarlon DumasOscar González RojasPublished in: PeerJ Comput. Sci. (2021)
Keyphrases
- generative model
- deep learning
- deep belief networks
- event logs
- process mining
- probabilistic model
- unsupervised learning
- prior knowledge
- machine learning
- process model
- weakly supervised
- object categories
- conditional random fields
- restricted boltzmann machine
- em algorithm
- semi supervised
- topic models
- mental models
- expectation maximization
- business processes
- natural images
- natural language
- hierarchical models
- multiscale