An Overview and Comparison of Case-Based Reasoning Frameworks

A Schultheis, C Zeyen, R Bergmann - International Conference on Case …, 2023 - Springer
Abstract Case-Based Reasoning (CBR) is a methodology with many applications in
industrial and scientific domains. Over the past decades, various frameworks have been …

Adaptive management of cyber-physical workflows by means of case-based reasoning and automated planning

L Malburg, F Brand, R Bergmann - International Conference on Enterprise …, 2022 - Springer
Today, it is difficult for companies to react to unforeseen events, eg, global crises. Highly
standardized manufacturing processes are particularly limited in their ability to react flexibly …

Using semantic web services for ai-based research in industry 4.0

L Malburg, P Klein, R Bergmann - arxiv preprint arxiv:2007.03580, 2020 - arxiv.org
The transition to Industry 4.0 requires smart manufacturing systems that are easily
configurable and provide a high level of flexibility during manufacturing in order to achieve …

Using graph embedding techniques in process-oriented case-based reasoning

M Hoffmann, R Bergmann - Algorithms, 2022 - mdpi.com
Similarity-based retrieval of semantic graphs is a core task of Process-Oriented Case-Based
Reasoning (POCBR) with applications in real-world scenarios, eg, in smart manufacturing …

Intelligent hybrid control of thermal treatment processes of wood

M Hadjiski, N Deliiski… - 2020 IEEE 10th …, 2020 - ieeexplore.ieee.org
A hybrid control system addressed to the Thermal Treatment Processes (TTP) of wood
materials is proposed as combination of First Principle modeling, Case Base Reasoning …

Using siamese graph neural networks for similarity-based retrieval in process-oriented case-based reasoning

M Hoffmann, L Malburg, P Klein… - … Conference on Case …, 2020 - Springer
Similarity-based retrieval of semantic graphs is widely used in real-world scenarios, eg, in
the domain of business workflows. To tackle the problem of complex and time-consuming …

A qualitative assessment of using ChatGPT as large language model for scientific workflow development

M Sänger, N De Mecquenem, KE Lewińska… - …, 2024 - academic.oup.com
Background Scientific workflow systems are increasingly popular for expressing and
executing complex data analysis pipelines over large datasets, as they offer reproducibility …

Advanced Process Control of Distributed Parameter Plants by Integration First Principle Modeling and Case-Based Reasoning: Part 1: Framework of DPP Control with …

M Hadjiski, N Deliiski - 2020 International Conference …, 2020 - ieeexplore.ieee.org
A tight integration between model-based approach and Case-Based Reasoning (CBR) as
data-driven AI technology for advanced process control of periodical industrial plants …

Sistem Pakar Dalam Mendiagnosa Penyakit Tubercolosis dengan mengimplementasikan Metode Case Based Reasoning

A Wijayanti, FN Arifah, DE Putri… - … of Computer System …, 2023 - ejurnal.seminar-id.com
Abstrak− Kesehatan merupakan salah satu bagian paling berharga dalam kehidupan
manusia. Sehingga sehat merupakan tujuan dari setiap manusia. Banyak hal yang menjadi …

Improving complex adaptations in process-oriented case-based reasoning by applying rule-based adaptation

L Malburg, M Hotz, R Bergmann - International Conference on Case …, 2024 - Springer
Adaptation is a complex and error-prone task in Case-Based Reasoning (CBR), including
the adaptation knowledge acquisition and modeling efforts required for performing …