6 citations · 6 across the 7 of their papers we have counts for
3 papers · 1 filter
Bootstrapping Generalization of Process Models Discovered From Event Data
Artem Polyvyanyy, Alistair Moffat, Luciano García-Bañuelos
Process mining extracts value from the traces recorded in the event logs of IT-systems, with process discovery the task of inferring a process model for a log emitted by some unkno…
Entropia: A Family of Entropy-Based Conformance Checking Measures for Process Mining
Artem Polyvyanyy, Hanan Alkhammash, Claudio Di Ciccio +6
This paper presents a command-line tool, called Entropia, that implements a family of conformance checking measures for process mining founded on the notion of entropy from informa…
An Entropic Relevance Measure for Stochastic Conformance Checking in Process Mining
Artem Polyvyanyy, Alistair Moffat, Luciano García-Bañuelos
Given an event log as a collection of recorded real-world process traces, process mining aims to automatically construct a process model that is both simple and provides a useful e…