Event log preprocessing for process mining: a review
HM Marin-Castro, E Tello-Leal - Applied Sciences, 2021 - mdpi.com
Process Mining allows organizations to obtain actual business process models from event
logs (discovery), to compare the event log or the resulting process model in the discovery …
logs (discovery), to compare the event log or the resulting process model in the discovery …
Using machine learning in business process re-engineering
Y Al-Anqoudi, A Al-Hamdani, M Al-Badawi… - Big Data and Cognitive …, 2021 - mdpi.com
A business process re-engineering value in improving the business process is undoubted.
Nevertheless, it is incredibly complex, time-consuming and costly. This study aims to review …
Nevertheless, it is incredibly complex, time-consuming and costly. This study aims to review …
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 …
Quality-informed semi-automated event log generation for process mining
Process mining, as with any form of data analysis, relies heavily on the quality of input data
to generate accurate and reliable results. A fit-for-purpose event log nearly always requires …
to generate accurate and reliable results. A fit-for-purpose event log nearly always requires …
[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 …
An interactive method for detection of process activity executions from IoT data
The increasing number of IoT devices equipped with sensors and actuators pervading every
domain of everyday life allows for improved automated monitoring and analysis of …
domain of everyday life allows for improved automated monitoring and analysis of …
Towards IoT-driven process event log generation for conformance checking in smart factories
The Internet of Things (IoT) enables software-based access to vast amounts of data streams
from sensors measuring physical and virtual properties of smart devices and their …
from sensors measuring physical and virtual properties of smart devices and their …
Conformance checking over uncertain event data
The strong impulse to digitize processes and operations in companies and enterprises have
resulted in the creation and automatic recording of an increasingly large amount of process …
resulted in the creation and automatic recording of an increasingly large amount of process …
Guided process discovery–a pattern-based approach
Process mining techniques analyze processes based on events stored in event logs. Yet,
low-level events recorded by information systems may not directly match high-level activities …
low-level events recorded by information systems may not directly match high-level activities …
From event streams to process models and back: Challenges and opportunities
The domains of complex event processing (CEP) and business process management (BPM)
have different origins but for many aspects draw on similar concepts. While specific …
have different origins but for many aspects draw on similar concepts. While specific …