172 citations · 370 across the 39 of their papers we have counts for
8 papers · 1 filter
Petri Net Classes for Collaboration Mining: Assessment and Design Guidelines
Janik-Vasily Benzin, Stefanie Rinderle-Ma
Collaboration mining develops discovery, conformance checking, and enhancement techniques for collaboration processes. The collaboration process model is key to represent the disco…
Code Generation for Machine Learning using Model-Driven Engineering and SysML
Simon Raedler, Matthias Rupp, Eugen Rigger +1
Data-driven engineering refers to systematic data collection and processing using machine learning to improve engineering systems. Currently, the implementation of data-driven engi…
Model-Driven Engineering Method to Support the Formalization of Machine Learning using SysML
Simon Raedler, Juergen Mangler, Stefanie Rinderle-Ma
Methods: This work introduces a method supporting the collaborative definition of machine learning tasks by leveraging model-based engineering in the formalization of the systems m…
Responsible Composition and Optimization of Integration Processes under Correctness Preserving Guarantees
Daniel Ritter, Fredrik Nordvall Forsberg, Stefanie Rinderle-Ma
Enterprise Application Integration deals with the problem of connecting heterogeneous applications, and is the centerpiece of current on-premise, cloud and device integration scena…
Conversational Process Modeling: Can Generative AI Empower Domain Experts in Creating and Redesigning Process Models?
Nataliia Klievtsova, Janik-Vasily Benzin, Timotheus Kampik +2
AI-driven chatbots such as ChatGPT have caused a tremendous hype lately. For BPM applications, several applications for AI-driven chatbots have been identified to be promising to g…
Preventing Object-centric Discovery of Unsound Process Models for Object Interactions with Loops in Collaborative Systems: Extended Version
Janik-Vasily Benzin, Gyunam Park, Stefanie Rinderle-Ma
Object-centric process discovery (OCPD) constitutes a paradigm shift in process mining. Instead of assuming a single case notion present in the event log, OCPD can handle events wi…