3 papers
cs.LG2025
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…
cs.PL2024
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…
cs.AI2022
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…