Extraction, correlation, and abstraction of event data for process mining

K Diba, K Batoulis, M Weidlich… - … Reviews: Data Mining …, 2020 - Wiley Online Library
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 …

Process mining in oncology: A literature review

AP Kurniati, O Johnson, D Hogg… - 2016 6th international …, 2016 - ieeexplore.ieee.org
Process mining, an emerging data analytics method, has been used effectively in various
healthcare contexts including oncology, the study of cancer. Cancer is a complex disease …

Object-centric process mining: Dealing with divergence and convergence in event data

WMP van der Aalst - Software Engineering and Formal Methods: 17th …, 2019 - Springer
Process mining techniques use event data to answer a variety of process-related questions.
Process discovery, conformance checking, model enhancement, and operational support …

Declarative process mining in healthcare

M Rovani, FM Maggi, M De Leoni… - Expert Systems with …, 2015 - Elsevier
Clinical guidelines aim at improving the quality of care processes through evidence-based
insights. However, there may be good reasons to deviate from such guidelines or the …

Systematic mapping of process mining studies in healthcare

TG Erdogan, A Tarhan - IEEE Access, 2018 - ieeexplore.ieee.org
In the last decade, as an emerging technique for business processes management, process
mining (PM) has been applied in many domains, including manufacturing, supply-chain …

Bridging abstraction layers in process mining

T Baier, J Mendling, M Weske - Information Systems, 2014 - Elsevier
While the maturity of process mining algorithms increases and more process mining tools
enter the market, process mining projects still face the problem of different levels of …

On the discovery of declarative control flows for artful processes

CD Ciccio, M Mecella - ACM Transactions on Management Information …, 2015 - dl.acm.org
Artful processes are those processes in which the experience, intuition, and knowledge of
the actors are the key factors in determining the decision making. They are typically carried …

The digital future has many names—How business process management drives the digital transformation

M Lederer, J Knapp, P Schott - 2017 6th international …, 2017 - ieeexplore.ieee.org
Process orientation of companies in combination with intelligent IT systems often forms the
basis for many modern tendencies such as digitalization. This article analyses current BPM …

Dynamic malware detection and phylogeny analysis using process mining

ML Bernardi, M Cimitile, D Distante, F Martinelli… - International Journal of …, 2019 - Springer
In the last years, mobile phones have become essential communication and productivity
tools used daily to access business services and exchange sensitive data. Consequently …

Discovery of multi-perspective declarative process models

S Schönig, C Di Ciccio, FM Maggi… - … -Oriented Computing: 14th …, 2016 - Springer
Process discovery is one of the main branches of process mining that allows the user to
build a process model representing the process behavior as recorded in the logs. Standard …