Analysing Business Process Anomalies Using Discrete-time Markov chains.
Lingkai YangSally I. McCleanMark P. DonnellyKashaf KhanKevin BurkePublished in: HPCC/DSS/SmartCity (2020)
Keyphrases
- markov chain
- business process
- business processes
- steady state
- finite state
- markov processes
- anomaly detection
- markov process
- transition probabilities
- process model
- state space
- markov model
- stationary distribution
- random walk
- business rules
- workflow model
- stochastic process
- web services
- business process models
- case study
- business process management
- process mining
- root cause
- transition matrix
- ws bpel
- workflow management systems
- dynamic programming
- xml documents
- probabilistic automata
- service oriented architecture
- business process modeling