Conformance checking: a state-of-the-art literature review
Conformance checking is a set of process mining functions that compare process instances
with a given process model. It identifies deviations between the process instances' actual …
with a given process model. It identifies deviations between the process instances' actual …
Extraction, correlation, and abstraction of event data for process mining
Process mining provides a rich set of techniques to discover valuable knowledge of
business processes based on data that was recorded in different types of information …
business processes based on data that was recorded in different types of information …
Conformance checking
A model is an artefact to represent a specific concept. It maps properties of the concept into
some abstract representation, driven by the purpose of the model. As such, models …
some abstract representation, driven by the purpose of the model. As such, models …
Machine learning in business process monitoring: a comparison of deep learning and classical approaches used for outcome prediction
W Kratsch, J Manderscheid, M Röglinger… - Business & Information …, 2021 - Springer
Predictive process monitoring aims at forecasting the behavior, performance, and outcomes
of business processes at runtime. It helps identify problems before they occur and re …
of business processes at runtime. It helps identify problems before they occur and re …
Conformance checking: foundations, milestones and challenges
By relating observed and modelled behaviour, conformance checking unleashes the full
power of process mining. Techniques from this discipline enable the analysis of the quality …
power of process mining. Techniques from this discipline enable the analysis of the quality …
Stochastic process mining: Earth movers' stochastic conformance
SJJ Leemans, WMP van der Aalst, T Brockhoff… - Information Systems, 2021 - Elsevier
Initially, process mining focused on discovering process models from event data, but in
recent years the use and importance of conformance checking has increased. Conformance …
recent years the use and importance of conformance checking has increased. Conformance …
Conformance checking based on multi-perspective declarative process models
Process mining is a family of techniques that aim at analyzing business process execution
data recorded in event logs. Conformance checking is a branch of this discipline embracing …
data recorded in event logs. Conformance checking is a branch of this discipline embracing …
[PDF][PDF] Multi-perspective process mining
F Mannhardt - 2018 - research.tue.nl
This thesis is about process mining: the analysis an organization's processes by using
process execution data. During the handling of a case or process instance data about the …
process execution data. During the handling of a case or process instance data about the …
Analyzing the trajectories of patients with sepsis using process mining
F Mannhardt, D Blinde - RADAR+ EMISA 2017, 2017 - research.tue.nl
Process mining techniques analyze processes based on event data. We analyzed the
trajectories of patients in a Dutch hospital from their registration in the emergency room until …
trajectories of patients in a Dutch hospital from their registration in the emergency room until …
Data-driven process discovery-revealing conditional infrequent behavior from event logs
Process discovery methods automatically infer process models from event logs. Often, event
logs contain so-called noise, eg, infrequent outliers or recording errors, which obscure the …
logs contain so-called noise, eg, infrequent outliers or recording errors, which obscure the …