Constructing Probabilistic Process Models Based on Hidden Markov Models for Resource Allocation.
Berny CarreraJae-Yoon JungPublished in: Business Process Management Workshops (2014)
Keyphrases
- hidden markov models
- resource allocation
- process model
- process mining
- stochastic context free grammars
- resource allocation problems
- business processes
- sequential data
- business process
- optimal resource allocation
- probabilistic model
- business process models
- markov models
- event logs
- generative model
- conditional random fields
- bayesian networks
- hidden states
- petri net
- baum welch
- data management
- machine learning
- expectation maximization
- dynamic behaviors
- architectural models
- code generator
- neural network