5 papers
An object-centric core metamodel for IoT-enhanced event logs
Yannis Bertrand, Christian Imenkamp, Lukas Malburg +10
Advances in Internet-of-Things (IoT) technologies have prompted the integration of IoT devices with business processes (BPs) in many organizations across various sectors, such as m…
AI-Driven Decision Support in Oncology: Evaluating Data Readiness for Skin Cancer Treatment
Joscha Grüger, Tobias Geyer, Tobias Brix +6
This research focuses on evaluating and enhancing data readiness for the development of an Artificial Intelligence (AI)-based Clinical Decision Support System (CDSS) in the context…
Leveraging Taxonomy Similarity for Next Activity Prediction in Patient Treatment
Martin Kuhn, Joscha Grüger, Tobias Geyer +1
The rapid progress in modern medicine presents physicians with complex challenges when planning patient treatment. Techniques from the field of Predictive Business Process Monitori…
Data Petri Nets meet Probabilistic Programming (Extended version)
Martin Kuhn, Joscha Grüger, Christoph Matheja +1
Probabilistic programming (PP) is a programming paradigm that allows for writing statistical models like ordinary programs, performing simulations by running those programs, and an…
Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study
Joscha Grüger, Tobias Geyer, Martin Kuhn +2
Conformance checking is a process mining technique that allows verifying the conformance of process instances to a given model. Thus, this technique is predestined to be used in th…