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researcher

Ralph Bergmann

3 papers hereh-index 322 citations11 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1
  • cs.SE1
same name
  • Ralph Bergmann — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedFrom Internet of Things Data to Business Processes: Challenges and a Framework

4 citations · 4 across the 3 of their papers we have counts for

collaborators

3 papers

cs.AI2025

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…

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.SE2024★ 4 cited

From Internet of Things Data to Business Processes: Challenges and a Framework

Juergen Mangler, Ronny Seiger, Janik-Vasily Benzin +12

The IoT and Business Process Management (BPM) communities co-exist in many shared application domains, such as manufacturing and healthcare. The IoT community has a strong focus on…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.