Process science in action: A literature review on process mining in business management
Process Mining is a new kind of Business Analytics and has emerged as a powerful family of
Process Science techniques for analysing and improving business processes. Although …
Process Science techniques for analysing and improving business processes. Although …
Mining cost-effective patterns in event logs
P Fournier-Viger, J Li, JCW Lin, TT Chi… - Knowledge-Based …, 2020 - Elsevier
Abstract High Utility Pattern Mining is a popular task for analyzing data. It consists of
discovering patterns having a high importance in databases. A popular application of high …
discovering patterns having a high importance in databases. A popular application of high …
Root cause analysis in process mining using structural equation models
MS Qafari, W van der Aalst - … Workshops, Seville, Spain, September 13–18 …, 2020 - Springer
Process mining is a multi-purpose tool enabling organizations to monitor and improve their
processes. Process mining assists organizations to enhance their performance indicators by …
processes. Process mining assists organizations to enhance their performance indicators by …
An overview of semantic-based process mining techniques: trends and future directions
FY Issahaku, K Lu, F Xianwen, SB Danwana… - … and Information Systems, 2024 - Springer
Process mining algorithms essentially reflect the execution behavior of events in an event
log for conformance checking, model discovery, or enhancement. Domain experts have …
log for conformance checking, model discovery, or enhancement. Domain experts have …
Root cause analysis in process mining with probabilistic temporal logic
Process mining is a research domain that enables businesses to analyse and improve their
processes by extracting insights from event logs. While determining the root causes of, for …
processes by extracting insights from event logs. While determining the root causes of, for …
Fairness-aware process mining
MS Qafari, W Van der Aalst - On the Move to Meaningful Internet Systems …, 2019 - Springer
Process mining is a multi-purpose tool enabling organizations to improve their processes.
One of the primary purposes of process mining is finding the root causes of performance or …
One of the primary purposes of process mining is finding the root causes of performance or …
AITIA-PM: Discovering the true causes of events in a process mining context
Process mining is a research area that enables businesses to analyze and improve their
processes by deriving knowledge from event logs. While pinpointing the causes of, for …
processes by deriving knowledge from event logs. While pinpointing the causes of, for …
Feature recommendation for structural equation model discovery in process mining
MS Qafari, WMP van der Aalst - Progress in Artificial Intelligence, 2022 - Springer
Process mining techniques can help organizations to improve their operational processes.
Organizations can benefit from process mining techniques in finding and amending the root …
Organizations can benefit from process mining techniques in finding and amending the root …
Attribute-based conformance diagnosis: Correlating trace attributes with process conformance
An important practical capability of conformance checking is that organizations can use it to
alleviate potential deviations from the intended process behavior. However, existing …
alleviate potential deviations from the intended process behavior. However, existing …
Anomaly and interestingness detection in timed hierarchical business processes
Anomaly detection is assumed to be an efficient means of probing cyber-attacks upon
business processes, and frequent pattern recognition (referred as interestingness) is …
business processes, and frequent pattern recognition (referred as interestingness) is …