1 citations · 2 across the 5 of their papers we have counts for
6 papers
Leveraging Machine Learning and Enhanced Parallelism Detection for BPMN Model Generation from Text
Phuong Nam Lê, Charlotte Schneider-Depré, Alexandre Goossens +3
Efficient planning, resource management, and consistent operations often rely on converting textual process documents into formal Business Process Model and Notation (BPMN) models.…
Dynamic and Scalable Data Preparation for Object-Centric Process Mining
Lien Bosmans, Jari Peeperkorn, Alexandre Goossens +3
Object-centric process mining is emerging as a promising paradigm across diverse industries, drawing substantial academic attention. To support its data requirements, existing obje…
Object-Centric Event Logs: Specifications, Comparative Analysis and Refinement
Alexandre Goossens, Johannes De Smedt, Jan Vanthienen
Process mining aims to comprehend and enhance business processes by analyzing event logs. Recently, object-centric process mining has gained traction by considering multiple object…
Extracting Process-Aware Decision Models from Object-Centric Process Data
Alexandre Goossens, Johannes De Smedt, Jan Vanthienen
Organizations execute decisions within business processes on a daily basis whilst having to take into account multiple stakeholders who might require multiple point of views of the…
From OCEL to DOCEL -- Datasets and Automated Transformation
Alexandre Goossens, Adrian Rebmann, Johannes De Smedt +2
Object-centric event data represent processes from the point of view of all the involved object types. This perspective has gained interest in recent years as it supports the analy…
Enhancing Data-Awareness of Object-Centric Event Logs
Alexandre Goossens, Johannes De Smedt, Jan Vanthienen +1
When multiple objects are involved in a process, there is an opportunity for processes to be discovered from different angles with new information that previously might not have be…