Process science in action: A literature review on process mining in business management

P Zerbino, A Stefanini, D Aloini - Technological Forecasting and Social …, 2021 - Elsevier
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 …

A goal-driven evaluation method based on process mining for healthcare processes

T Gurgen Erdogan, A Tarhan - Applied Sciences, 2018 - mdpi.com
As a business processes management technique, process mining (PM) has been applied in
many domains in the last decade. In healthcare, where most processes are complex …

Bringing rigor to the qualitative evaluation of process mining findings: an analysis and a proposal

JJ Koorn, I Beerepoot, VS Dani, X Lu… - … on Process Mining …, 2021 - ieeexplore.ieee.org
Before the findings of a process mining project can be turned into actionable insights or
recommendations, it is essential to make sure that the findings are actually valid. Therefore …

Assessing agile software development processes with process mining: A case study

R Marques, MM da Silva… - 2018 IEEE 20th …, 2018 - ieeexplore.ieee.org
Software development is a growing industry with increasingly more complex projects. Agile
methodologies, such as Scrum, have emerged in part to address this challenge. Agile …

Identifying cohorts: Recommending drill-downs based on differences in behaviour for process mining

SJJ Leemans, S Shabaninejad, K Goel… - … Conference, ER 2020 …, 2020 - Springer
Process mining aims to obtain insights from event logs to improve business processes. In
complex environments with large variances in process behaviour, analysing and making …

A business process analysis methodology based on process mining for complaint handling service processes

Q Wu, Z He, H Wang, L Wen, T Yu - Applied Sciences, 2019 - mdpi.com
To improve the service quality of complaint handling service in a manufacturing company, it
is key to analyze the business processes. Process mining is quite a useful approach to …

Stochastic-aware comparative process mining in healthcare

TI Mazhar, A Tariq, SJJ Leemans, K Goel… - … Conference on Business …, 2023 - Springer
Evidence-based innovations are critical in optimising the delivery of healthcare services.
Process mining aims to provide healthcare stakeholders with insights, derived from historical …

Statistical Tests and Association Measures for Business Processes

SJJ Leemans, JM McGree, A Polyvyanyy… - … on Knowledge and …, 2022 - ieeexplore.ieee.org
Through the application of process mining, organisations can improve their business
processes by leveraging data recorded as a result of the performance of these processes …

[HTML][HTML] Relating behaviour of data-aware process models

M Montali, S Winkler - Data & Knowledge Engineering, 2024 - Elsevier
Abstract Data Petri nets (DPNs) have gained traction as a model for data-aware processes,
thanks to their ability to balance simplicity with expressiveness, and because they can be …

A statistical approach to discovering process regime shifts and their determinants

AW Siddiqui, SA Raza - Algorithms, 2022 - mdpi.com
Systematic behavioral regime shifts inevitably emerge in real-world processes in response
to various determinants, thus resulting in temporally dynamic responses. These …