Discovering Generative Models from Event Logs: Data-driven Simulation vs Deep Learning.
Manuel CamargoMarlon DumasOscar González RojasPublished in: CoRR (2020)
Keyphrases
- generative model
- deep learning
- deep belief networks
- event logs
- process mining
- unsupervised learning
- process model
- probabilistic model
- prior knowledge
- semi supervised
- machine learning
- conditional random fields
- weakly supervised
- restricted boltzmann machine
- em algorithm
- mental models
- business process
- object categories
- log files
- computer vision
- expectation maximization
- hierarchical models
- search engine