A review of business process mining: state‐of‐the‐art and future trends
Purpose–This paper seeks to examine the area of business process mining, providing an
overview of state‐of‐the‐art techniques. An outline of the main problems experienced in the …
overview of state‐of‐the‐art techniques. An outline of the main problems experienced in the …
Process mining: a two-step approach to balance between underfitting and overfitting
WMP Van der Aalst, V Rubin, HMW Verbeek… - Software & Systems …, 2010 - Springer
Process mining includes the automated discovery of processes from event logs. Based on
observed events (eg, activities being executed or messages being exchanged) a process …
observed events (eg, activities being executed or messages being exchanged) a process …
Genetic process mining: an experimental evaluation
AKA de Medeiros, AJMM Weijters… - Data mining and …, 2007 - Springer
One of the aims of process mining is to retrieve a process model from an event log. The
discovered models can be used as objective starting points during the deployment of …
discovered models can be used as objective starting points during the deployment of …
Mining process models with non-free-choice constructs
Process mining aims at extracting information from event logs to capture the business
process as it is being executed. Process mining is particularly useful in situations where …
process as it is being executed. Process mining is particularly useful in situations where …
Process discovery from event data: Relating models and logs through abstractions
WMP Van Der Aalst - Wiley Interdisciplinary Reviews: Data …, 2018 - Wiley Online Library
Event data are collected in logistics, manufacturing, finance, health care, customer
relationship management, e‐learning, e‐government, and many other domains. The events …
relationship management, e‐learning, e‐government, and many other domains. The events …
Genetic process mining
WMP Van der Aalst, AKA De Medeiros… - Applications and Theory …, 2005 - Springer
The topic of process mining has attracted the attention of both researchers and tool vendors
in the Business Process Management (BPM) space. The goal of process mining is to …
in the Business Process Management (BPM) space. The goal of process mining is to …
[PDF][PDF] Process mining: extending the alpha-algorithm to mine short loops
AKA De Medeiros, BF Van Dongen… - 2004 - research.tue.nl
The deployment of Workflow Management systems is a timeconsuming and error-prone
task. A possible solution is process mining, which automatically extracts workflow models …
task. A possible solution is process mining, which automatically extracts workflow models …
Process mining and security: Detecting anomalous process executions and checking process conformance
WMP Van der Aalst, AKA de Medeiros - Electronic Notes in Theoretical …, 2005 - Elsevier
One approach to secure systems is through the analysis of audit trails. An audit trail is a
record of all events that take place in a system and across a network, ie, it provides a trace of …
record of all events that take place in a system and across a network, ie, it provides a trace of …
Process mining based on regions of languages
R Bergenthum, J Desel, R Lorenz, S Mauser - … Process Management: 5th …, 2007 - Springer
In this paper we give an overview, how to apply region based methods for the synthesis of
Petri nets from languages to process mining. The research domain of process mining aims …
Petri nets from languages to process mining. The research domain of process mining aims …
Detecting sudden and gradual drifts in business processes from execution traces
Business processes are prone to unexpected changes, as process workers may suddenly or
gradually start executing a process differently in order to adjust to changes in workload …
gradually start executing a process differently in order to adjust to changes in workload …