Ralph Bergmann
48 publications
6 venues
H Index 16
Affiliation
University of Trier, GermanyLinks
| Name | Venue | Year | citations |
|---|---|---|---|
Case-Based Activity Detection from Segmented Internet of Things Data.
|
ICCBR | 2025 | 5 |
| Advanced Search Techniques for Determining Optimal Sequences of Adaptation Rules in Process-Oriented Case-Based Reasoning.
|
ICCBR | 2025 | 0 |
| A Framework for Supporting the Iterative Design of CBR Applications.
|
ICCBR | 2025 | 1 |
| LLsiM: Large Language Models for Similarity Assessment in Case-Based Reasoning.
|
ICCBR | 2025 | 1 |
| EXAR: A Unified Experience-Grounded Agentic Reasoning Architecture.
|
ICCBR | 2025 | 0 |
| Integration of Time Series Embedding for Efficient Retrieval in Case-Based Reasoning.
|
ICCBR | 2025 | 3 |
| Clinical Decision Support for Skin Tumor Treatment: A Case-Based Reasoning Approach.
|
ICCBR | 2025 | 0 |
| CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python.
|
ICCBR | 2024 | 5 |
| Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing.
|
ICCBR | 2024 | 12 |
| Autocompletion of Architectural Spatial Configurations Using Case-Based Reasoning, Graph Clustering, and Deep Learning.
|
ICCBR | 2024 | 1 |
| Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation.
|
ICCBR | 2024 | 3 |
| Towards a Case-Based Support for Responding Emergency Calls.
|
ICCBR | 2024 | 0 |
| A Case-Based Approach for Workflow Flexibility by Deviation.
|
ICCBR | 2023 | 1 |
| Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization.
|
ICCBR | 2023 | 6 |
| An Overview and Comparison of Case-Based Reasoning Frameworks.
|
ICCBR | 2023 | 17 |
| Case-Based Adaptation of Argument Graphs with WordNet and Large Language Models.
|
ICCBR | 2023 | 7 |
| Improving Automated Hyperparameter Optimization with Case-Based Reasoning.
|
ICCBR | 2022 | 4 |
| GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning.
|
ICCBR | 2022 | 2 |
| Using Expert Knowledge for Masking Irrelevant Data Streams in Siamese Networks for the Detection and Prediction of Faults.
|
IJCNN | 2021 | 4 |
| A Time-Series Similarity Measure for Case-Based Deviation Management to Support Flexible Workflow Execution.
|
ICCBR | 2020 | 6 |
| A*-Based Similarity Assessment of Semantic Graphs.
|
ICCBR | 2020 | 12 |
| Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning.
|
ICCBR | 2020 | 17 |
| Semantic Textual Similarity Measures for Case-Based Retrieval of Argument Graphs.
|
ICCBR | 2019 | 16 |
| Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning.
|
ICCBR | 2019 | 18 |
| Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning.
|
ICCBR | 2019 | 23 |
| Considering Nutrients During the Generation of Recipes by Process-Oriented Case-Based Reasoning.
|
ICCBR | 2018 | 2 |
| A Conversational Approach to Process-oriented Case-based Reasoning.
|
IJCAI | 2018 | 0 |
| Conversational Process-Oriented Case-Based Reasoning.
|
ICCBR | 2017 | 12 |
| Case Completion of Workflows for Process-Oriented Case-Based Reasoning.
|
ICCBR | 2016 | 6 |
| On the Transferability of Process-Oriented Cases.
|
ICCBR | 2016 | 7 |
| Learning and Applying Adaptation Operators in Process-Oriented Case-Based Reasoning.
|
ICCBR | 2015 | 24 |
| A Cluster-Based Approach to Improve Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning.
|
ECAI | 2014 | 22 |
| A Hybrid CBR-ANN Approach to the Appraisal of Internet Domain Names.
|
ICCBR | 2014 | 10 |
| Workflow Streams: A Means for Compositional Adaptation in Process-Oriented CBR.
|
ICCBR | 2014 | 0 |
| Case-Based Appraisal of Internet Domains.
|
ICCBR | 2012 | 3 |
| Retrieval of Semantic Workflows with Knowledge Intensive Similarity Measures.
|
ICCBR | 2011 | 40 |
| Towards Case-Based Adaptation of Workflows.
|
ICCBR | 2010 | 85 |
| Representation and Structure-Based Similarity Assessment for Agile Workflows.
|
ICCBR | 2007 | 135 |
| Retrieval and Configuration of Life Insurance Policies.
|
ICCBR | 2005 | 9 |
| An Investigation of Generalized Cases.
|
ICCBR | 2003 | 51 |
| A Knowledge Representation Format for Virtual IP Marketplaces.
|
ICCBR | 2003 | 6 |
| Diversity-Conscious Retrieval from Generalized Cases: A Branch and Bound Algorithm.
|
ICCBR | 2003 | 14 |
| Highlights of the European INRECA Projects.
|
ICCBR | 2001 | 23 |
| A Similarity-Based Approach to Attribute Selection in User-Adaptive Sales Dialogs.
|
ICCBR | 2001 | 46 |
| Towards a New Formal Model of Transformational Adaptation in Case-Based Reasoning.
|
ECAI | 1998 | 70 |
| Using Software Process Modeling for Building a Case-Based Reasoning Methodology: Basis Approach and Case Study.
|
ICCBR | 1997 | 17 |
| Learning Abstract Planning Cases.
|
ECML/PKDD | 1995 | 14 |
| Building and Refining Abstract Planning Cases by Change of Representation Language.
|
JAIR | 1995 | 108 |