Scalable process discovery and conformance checking

SJJ Leemans, D Fahland… - Software & Systems …, 2018 - Springer
Considerable amounts of data, including process events, are collected and stored by
organisations nowadays. Discovering a process model from such event data and verification …

Process querying: Enabling business intelligence through query-based process analytics

A Polyvyanyy, C Ouyang, A Barros… - Decision Support …, 2017 - Elsevier
The volume of process-related data is growing rapidly: more and more business operations
are being supported and monitored by information systems. Industry 4.0 and the …

Robust Process Mining with Guarantees.

SJJ Leemans - BPM (Dissertation/Demos/Industry), 2018 - Springer
Due to the omnipresence of digitally supported processes and storage facilities nowadays,
plenty of organisational data is available in the typical organisation. Process mining aims to …

Monotone precision and recall measures for comparing executions and specifications of dynamic systems

A Polyvyanyy, A Solti, M Weidlich, CD Ciccio… - ACM Transactions on …, 2020 - dl.acm.org
The behavioural comparison of systems is an important concern of software engineering
research. For example, the areas of specification discovery and specification mining are …

Task-specific visual cues for improving process model understanding

R Petrusel, J Mendling, HA Reijers - Information and Software Technology, 2016 - Elsevier
Context Business process models support various stakeholders in managing business
processes and designing process-aware information systems. In order to make effective use …

Information-preserving abstractions of event data in process mining

SJJ Leemans, D Fahland - Knowledge and Information Systems, 2020 - Springer
Process mining aims at obtaining information about processes by analysing their past
executions in event logs, event streams, or databases. Discovering a process model from a …

Entropy-Based Behavioral Closeness Filtering Chaotic Activity Method

J Li, X Fang, Y Zuo - Mathematics, 2024 - mdpi.com
In the era of big data, one of the key challenges is to discover process models and gain
insights into business processes by analyzing event data recorded in information systems …

Scenario-based process querying for compliance, reuse, and standardization

A Polyvyanyy, A Pika, AHM ter Hofstede - Information Systems, 2020 - Elsevier
Process models constitute valuable artifacts for organizations. A process model formally
captures the way an organization works internally and interacts with its customers and …

Business process retrieval from large model repositories for industry 4.0

R Zhu, Y Huang, L Liu, W Zhou, X Zhang… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
The process model repository has demonstrated unprecedented success in a variety of
industrial and process as a service scenarios. With the rapid increase of massive business …

Selecting a process variant modeling approach: guidelines and application

B Aysolmaz, DMM Schunselaar, HA Reijers… - Software & Systems …, 2019 - Springer
Various modeling approaches have been introduced to manage process diversity in a
business context. For practitioners, it is difficult to select an approach suitable for the needs …