Ralph Bergmann

235 papers A* 1A 2B 4C 48Misc 15Journal 52Unranked 102
YearRankTypeTitle / Venue / Authors
2025 C conf
A Framework for Supporting the Iterative Design of CBR Applications.
ICCBR
Guillermo Jiménez-Díaz, Mirko Lenz, Lukas Malburg, Belén Díaz-Agudo, Ralph Bergmann
2025 J jnl
AI-Driven Decision Support in Oncology: Evaluating Data Readiness for Skin Cancer Treatment.
CoRR
Joscha Grüger, Tobias Geyer, Tobias Brix, Michael Storck, Sonja Leson, Laura Bley, Carsten Weishaupt, Ralph Bergmann, Stephan A. Braun
2025 C conf
Advanced Search Techniques for Determining Optimal Sequences of Adaptation Rules in Process-Oriented Case-Based Reasoning.
ICCBR
Maxim Hotz, Lukas Malburg, Ralph Bergmann
2025 C conf
Case-Based Activity Detection from Segmented Internet of Things Data.
ICCBR
Ronny Seiger, Alexander Schultheis, Ralph Bergmann
2025 — conf
Challenges in Data Quality Management for IoT-Enhanced Event Logs.
RCIS (1)
Yannis Bertrand, Alexander Schultheis, Lukas Malburg, Joscha Grüger, Estefanía Serral Asensio, Ralph Bergmann
2025 C conf
Clinical Decision Support for Skin Tumor Treatment: A Case-Based Reasoning Approach.
ICCBR
Martin Kuhn, Yannik Warnecke, Daniel Preciado-Marquez, Joscha Grüger, Laura Bley, Michael Storck, Carsten Weishaupt, Ralph Bergmann, Stephan A. Braun
2025 J jnl
Combining informed data-driven anomaly detection with knowledge graphs for root cause analysis in predictive maintenance.
Eng. Appl. Artif. Intell.
Patrick Klein, Lukas Malburg, Ralph Bergmann
2025 J jnl
EASY: Energy-Efficient Analysis and Control Processes in the Dynamic Edge-Cloud Continuum for Industrial Manufacturing.
Künstliche Intell.
Alexander Schultheis, Benjamin Alt, Sebastian Bast, Achim Guldner, David Jilg, Darko Katic, Johannes Mundorf, Tobias Schlagenhauf, Sebastian Weber, Ralph Bergmann, Simon Bergweiler, Lars Creutz, Guido Dartmann, Lukas Malburg, Stefan Naumann, Mahdi Rezapour, Martin Ruskowski
2025 C conf
EXAR: A Unified Experience-Grounded Agentic Reasoning Architecture.
ICCBR
Ralph Bergmann, Florian Brand, Mirko Lenz, Lukas Malburg
2025 C conf
Integration of Time Series Embedding for Efficient Retrieval in Case-Based Reasoning.
ICCBR
Justin Weich, Alexander Schultheis, Maximilian Hoffmann, Ralph Bergmann
2025 C conf
LLsiM: Large Language Models for Similarity Assessment in Case-Based Reasoning.
ICCBR
Mirko Lenz, Maximilian Hoffmann, Ralph Bergmann
2025 J jnl
Leveraging Taxonomy Similarity for Next Activity Prediction in Patient Treatment.
CoRR
Martin Kuhn, Joscha Grüger, Tobias Geyer, Ralph Bergmann
2025 Misc conf
Numbers Don't Lie: Hybrid Extraction and Validation of Quantitative Statements in Arguments with Semi-structured Information.
KI
Mirko Lenz, Lorik Dumani, Ralf Schenkel, Ralph Bergmann
2025 J jnl
PALSYN: a method for synthetic multi-perspective event log generation with differential private guarantees.
Process Sci.
Martin Kuhn, Joscha Grüger, Ralph Bergmann
2025 — conf
Retrieving Argument Graphs Using Vision Transformers.
ArgMining
Kilian Bartz, Mirko Lenz, Ralph Bergmann
2025 — conf
Towards Fairness in Synthetic Healthcare Data: A Framework for the Evaluation of Synthetization Algorithms.
GMDS
Yannik Warnecke, Martin Kuhn, Felix Diederichs, Tobias J. Brix, Lena Clever, Ralph Bergmann, Dominik Heider, Michael Storck
2025 J jnl
Unveiling real-world process-related problems in hospitals: a Delphi study.
Process Sci.
Joscha Grüger, Emmelien De Roock, Niels Martin, Filip Van Droogenbroeck, Ralph Bergmann
2024 — conf
ArgServices: A Microservice-Based Architecture for Argumentation Machines.
RATIO
Mirko Lenz, Lorik Dumani, Ralf Schenkel, Ralph Bergmann
2024 — conf
ArgueMapper Assistant: Interactive Argument Mining Using Generative Language Models.
SGAI Conf. (1)
Mirko Lenz, Ralph Bergmann
2024 C conf
Autocompletion of Architectural Spatial Configurations Using Case-Based Reasoning, Graph Clustering, and Deep Learning.
ICCBR
Viktor Eisenstadt, Christoph Langenhan, Jessica Bielski, Ralph Bergmann, Klaus-Dieter Althoff
2024 C conf
CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python.
ICCBR
Mirko Lenz, Lukas Malburg, Ralph Bergmann
2024 — conf
Empowering Large Language Models in Hybrid Intelligence Systems through Data-Centric Process Models.
AAAI Spring Symposia
Carsten Maletzki, Eric Rietzke, Ralph Bergmann
2024 J jnl
From Internet of Things Data to Business Processes: Challenges and a Framework.
CoRR
Juergen Mangler, Ronny Seiger, Janik-Vasily Benzin, Joscha Grüger, Yusuf Kirikkayis, Florian Gallik, Lukas Malburg, Matthias Ehrendorfer, Yannis Bertrand, Marco Franceschetti, Barbara Weber, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio, Manfred Reichert
2024 C conf
Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing.
ICCBR
Alexander Schultheis, Lukas Malburg, Joscha Grüger, Justin Weich, Yannis Bertrand, Ralph Bergmann, Estefanía Serral Asensio
2024 C conf
Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation.
ICCBR
Lukas Malburg, Maxim Hotz, Ralph Bergmann
2024 — conf
Large Language Models as Knowledge Engineers.
ICCBR Workshops
Florian Brand, Lukas Malburg, Ralph Bergmann
2024 — conf
PolArg: Unsupervised Polarity Prediction of Arguments in Real-Time Online Conversations.
RATIO
Mirko Lenz, Ralph Bergmann
2024 — conf
Research Paper: Enhancing Healthcare Decision-Making with Analogy-Based Reasoning.
ICPM Workshops
Joscha Grüger, Martin Kuhn, Karim Amri, Ralph Bergmann
2024 C conf
Towards a Case-Based Support for Responding Emergency Calls.
ICCBR
Lisa Grumbach, Alexander Winzig, Ralph Bergmann
2023 C conf
A Case-Based Approach for Workflow Flexibility by Deviation.
ICCBR
Lisa Grumbach, Ralph Bergmann
2023 J jnl
A framework for AI-based self-adaptive cyber-physical process systems.
it Inf. Technol.
Achim Guldner, Maximilian Hoffmann, Christian Lohr, Rüdiger Machhamer, Lukas Malburg, Marlies Morgen, Stephanie C. Rodermund, Florian Schäfer, Lars Schaupeter, Jens Schneider, Felix Theusch, Ralph Bergmann, Guido Dartmann, Norbert Kuhn, Stefan Naumann, Ingo J. Timm, Matthias Vette-Steinkamp, Benjamin Weyers
2023 C conf
An Overview and Comparison of Case-Based Reasoning Frameworks.
ICCBR
Alexander Schultheis, Christian Zeyen, Ralph Bergmann
2023 J jnl
Applying MAPE-K control loops for adaptive workflow management in smart factories.
J. Intell. Inf. Syst.
Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann
2023 C conf
Case-Based Adaptation of Argument Graphs with WordNet and Large Language Models.
ICCBR
Mirko Lenz, Ralph Bergmann
2023 J jnl
Converting semantic web services into formal planning domain descriptions to enable manufacturing process planning and scheduling in industry 4.0.
Eng. Appl. Artif. Intell.
Lukas Malburg, Patrick Klein, Ralph Bergmann
2023 — conf
DALG: The Data Aware Event Log Generator.
BPM (Demos / Resources Forum)
David Jilg, Joscha Grüger, Tobias Geyer, Ralph Bergmann
2023 J jnl
DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs.
Future Internet
Juergen Mangler, Joscha Grüger, Lukas Malburg, Matthias Ehrendorfer, Yannis Bertrand, Janik-Vasily Benzin, Stefanie Rinderle-Ma, Estefanía Serral Asensio, Ralph Bergmann
2023 — conf
Enhancing Clinical Insights: Knowledge-Intensive and Context-Sensitive Process Instance Visualization in Health Care.
ICPM Workshops
Joscha Grüger, Ralph Bergmann
2023 C conf
Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization.
ICCBR
Alexander Schultheis, Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann
2023 — conf
Internet of Processes and Things: A Repository for IoT-Enriched Event Logs in Smart Environments.
BPM (Demos / Resources Forum)
Matthias Ehrendorfer, Yannis Bertrand, Lukas Malburg, Juergen Mangler, Joscha Grüger, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio
2023 J jnl
IoT-enriched event log generation and quality analytics: a case study.
it Inf. Technol.
Joscha Grüger, Lukas Malburg, Ralph Bergmann
2023 J jnl
Likelihood-based Sensor Calibration for Expert-Supported Distributed Learning Algorithms in IoT Systems.
CoRR
Rüdiger Machhamer, Lejla Begic Fazlic, Eray Guven, David Junk, Gunes Karabulut-Kurt, Stefan Naumann, Stephan Didas, Klaus-Uwe Gollmer, Ralph Bergmann, Ingo J. Timm, Guido Dartmann
2023 — conf
Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning: From Application Scenarios to Implementations.
ICCBR Workshops
Lukas Malburg, Alexander Schultheis, Ralph Bergmann
2023 Misc conf
Ranking-Based Case Retrieval with Graph Neural Networks in Process-Oriented Case-Based Reasoning.
FLAIRS
Maximilian Hoffmann, Ralph Bergmann
2023 — conf
Semi-supervised Similarity Learning in Process-Oriented Case-Based Reasoning.
SGAI Conf.
Nicolas Schuler, Maximilian Hoffmann, Hans-Peter Beise, Ralph Bergmann
2023 Misc conf
Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning Using Graph Neural Networks and Transfer Learning.
FLAIRS
Johannes Pauli, Maximilian Hoffmann, Ralph Bergmann
2023 — conf
Towards Hybrid Intelligent Support Systems for Emergency Call Handling.
AAAI Spring Symposium: MAKE
Carsten Maletzki, Lisa Grumbach, Eric Rietzke, Ralph Bergmann
2023 — conf
Towards Machine Learning-Based Digital Twins in Cyber-Physical Systems.
AI4DT&CP@IJCAI
Felix Theusch, Lukas Seemann, Achim Guldner, Stefan Naumann, Ralph Bergmann
2023 — conf
Using Deep Reinforcement Learning for the Adaptation of Semantic Workflows.
ICCBR Workshops
Florian Brand, Katharina Lott, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann
2022 — conf
Adaptive Management of Cyber-Physical Workflows by Means of Case-Based Reasoning and Automated Planning.
EDOC Workshops
Lukas Malburg, Florian Brand, Ralph Bergmann
2022 J jnl
An IoT-Enriched Event Log for Process Mining in Smart Factories.
CoRR
Lukas Malburg, Joscha Grüger, Ralph Bergmann
2022 Misc conf
Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning.
FLAIRS
Rahol Kumar, Alexander Schultheis, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann
2022 — conf
Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study.
Business Process Management Workshops
Joscha Grüger, Tobias Geyer, Martin Kuhn, Stephan A. Braun, Ralph Bergmann
2022 J jnl
Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study.
CoRR
Joscha Grüger, Tobias Geyer, Martin Kuhn, Stefan Braun, Ralph Bergmann
2022 — conf
FlexiTeam: Flexible Team and Work Organization using Process-Oriented Case-Based Reasoning.
ICCBR Workshops
Ditty Mathew, Ralph Bergmann, Benjamin Weyers, Thomas Ellwart, Dominique Bohrmann, Ericson Hölzchen
2022 C conf
GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning.
ICCBR
Maximilian Hoffmann, Lukas Malburg, Nico Bach, Ralph Bergmann
2022 C conf
Improving Automated Hyperparameter Optimization with Case-Based Reasoning.
ICCBR
Maximilian Hoffmann, Ralph Bergmann
2022 Misc ed.
KI 2022: Advances in Artificial Intelligence - 45th German Conference on AI, Trier, Germany, September 19-23, 2022, Proceedings
KI
Ralph Bergmann, Lukas Malburg, Stephanie C. Rodermund, Ingo J. Timm
2022 — conf
SAMPLE: A Semantic Approach for Multi-perspective Event Log Generation.
ICPM Workshops
Joscha Grüger, Tobias Geyer, David Jilg, Ralph Bergmann
2022 J jnl
SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data.
CoRR
Joscha Grüger, Lukas Malburg, Juergen Mangler, Yannis Bertrand, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio
2022 — conf
Towards Adaptive Workflow Management by Case-based Reasoning and Automated Planning.
ICCBR Workshops
Lukas Malburg, Ralph Bergmann
2022 — conf
Towards Experience-based Assistance for Personal Robotic Process Automation by Process-Oriented Case-based Reasoning.
ICCBR Workshops
Christian Zeyen, Rudolf Koch, Sven Schwarz, Heiko Maus, Ralph Bergmann
2022 C conf
User-Centric Argument Mining with ArgueMapper and Arguebuf.
COMMA
Mirko Lenz, Ralph Bergmann
2022 J jnl
Using Graph Embedding Techniques in Process-Oriented Case-Based Reasoning.
Algorithms
Maximilian Hoffmann, Ralph Bergmann
2022 — conf
Utilizing Expert Knowledge to Support Medical Emergency Call Handling.
FCR@KI
Carsten Maletzki, Eric Rietzke, Ralph Bergmann
2022 — conf
Weighted Violations in Alignment-Based Conformance Checking.
ICPM Workshops
Joscha Grüger, Tobias Geyer, Martin Kuhn, Stephan A. Braun, Ralph Bergmann
2021 J jnl
Execution of Knowledge-Intensive Processes by Utilizing Ontology-Based Reasoning.
J. Data Semant.
Eric Rietzke, Carsten Maletzki, Ralph Bergmann, Norbert Kuhn
2021 Misc conf
Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning.
FLAIRS
Lukas Malburg, Maximilian Hoffmann, Simon Trumm, Ralph Bergmann
2021 J jnl
Informed Machine Learning for Improved Similarity Assessment in Process-Oriented Case-Based Reasoning.
CoRR
Maximilian Hoffmann, Ralph Bergmann
2021 — conf
Object Detection for Smart Factory Processes by Machine Learning.
ANT/EDI40
Lukas Malburg, Manfred-Peter Rieder, Ronny Seiger, Patrick Klein, Ralph Bergmann
2021 — conf
Open-World Knowledge Graph Completion Benchmarks for Knowledge Discovery.
IEA/AIE (2)
Felix Hamann, Adrian Ulges, Dirk Krechel, Ralph Bergmann
2021 — conf
ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks.
Business Process Management Workshops
Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann
2021 J jnl
SEMAFLEX: A novel approach for implementing workflow flexibility by deviation based on constraint satisfaction problem solving.
Expert Syst. J. Knowl. Eng.
Lisa Grumbach, Ralph Bergmann
2021 — conf
The ReCAP Corpus: A Corpus of Complex Argument Graphs on German Education Politics.
ICSC
Lorik Dumani, Manuel Biertz, Alex Witry, Anna-Katharina Ludwig, Mirko Lenz, Stefan Ollinger, Ralph Bergmann, Ralf Schenkel
2021 B conf
Using Expert Knowledge for Masking Irrelevant Data Streams in Siamese Networks for the Detection and Prediction of Faults.
IJCNN
Patrick Klein, Niklas Weingarz, Ralph Bergmann
2021 — conf
Verifying Guideline Compliance in Clinical Treatment Using Multi-perspective Conformance Checking: A Case Study.
ICPM Workshops
Joscha Grüger, Tobias Geyer, Martin Kuhn, Stephan A. Braun, Ralph Bergmann
2020 C conf
A Time-Series Similarity Measure for Case-Based Deviation Management to Support Flexible Workflow Execution.
ICCBR
Erik Schake, Lisa Grumbach, Ralph Bergmann
2020 C conf
A*-Based Similarity Assessment of Semantic Graphs.
ICCBR
Christian Zeyen, Ralph Bergmann
2020 — conf
Enhancing Siamese Neural Networks Through Expert Knowledge for Predictive Maintenance.
IoT Streams/ITEM@PKDD/ECML
Patrick Klein, Niklas Weingarz, Ralph Bergmann
2020 — ch.
Fallbasiertes Schließen.
Handbuch der Künstlichen Intelligenz
Ralph Bergmann, Mirjam Minor, Kerstin Bach, Klaus-Dieter Althoff, Héctor Muñoz-Avila
2020 — conf
INWEND: Using CBR to Automate Legal Assessment in the Context of the EU General Data Protection Regulation.
LWDA
Clarissa Dietrich, Sebastian Schriml, Ralph Bergmann, Benjamin Raue
2020 — conf
Process Mining for Case Acquisition in Oncology: A Systematic Literature Review.
LWDA
Joscha Grüger, Ralph Bergmann, Yavuz Kazik, Martin Kuhn
2020 J jnl
Same Side Stance Classification Task: Facilitating Argument Stance Classification by Fine-tuning a BERT Model.
CoRR
Stefan Ollinger, Lorik Dumani, Premtim Sahitaj, Ralph Bergmann, Ralf Schenkel
2020 — conf
Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0.
IN4PL
Lukas Malburg, Patrick Klein, Ralph Bergmann
2020 J jnl
The 27th International Conference on Case-Based Reasoning.
AI Mag.
Klaus-Dieter Althoff, Kerstin Bach, Ralph Bergmann, Cindy Marling
2020 J jnl
The ReCAP Project.
Datenbank-Spektrum
Ralph Bergmann, Manuel Biertz, Lorik Dumani, Mirko Lenz, Anna-Katharina Ludwig, Patrick J. Neumann, Stefan Ollinger, Premtim Sahitaj, Ralf Schenkel, Alex Witry
2020 C conf
Towards an Argument Mining Pipeline Transforming Texts to Argument Graphs.
COMMA
Mirko Lenz, Premtim Sahitaj, Sean Kallenberg, Christopher Coors, Lorik Dumani, Ralf Schenkel, Ralph Bergmann
2020 J jnl
Towards an Argument Mining Pipeline Transforming Texts to Argument Graphs.
CoRR
Mirko Lenz, Premtim Sahitaj, Sean Kallenberg, Christopher Coors, Lorik Dumani, Ralf Schenkel, Ralph Bergmann
2020 — conf
Using Physical Factory Simulation Models for Business Process Management Research.
Business Process Management Workshops
Lukas Malburg, Ronny Seiger, Ralph Bergmann, Barbara Weber
2020 J jnl
Using Semantic Web Services for AI-Based Research in Industry 4.0.
CoRR
Lukas Malburg, Patrick Klein, Ralph Bergmann
2020 C conf
Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning.
ICCBR
Maximilian Hoffmann, Lukas Malburg, Patrick Klein, Ralph Bergmann
2019 C conf
Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning.
ICCBR
Christian Zeyen, Lukas Malburg, Ralph Bergmann
2019 Misc conf
Clustering of Argument Graphs Using Semantic Similarity Measures.
KI
Karsten Block, Simon Trumm, Premtim Sahitaj, Stefan Ollinger, Ralph Bergmann
2019 — conf
FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies.
LWDA
Patrick Klein, Lukas Malburg, Ralph Bergmann
2019 — conf
Generation of Complex Data for AI-based Predictive Maintenance Research with a Physical Factory Model.
ICINCO (1)
Patrick Klein, Ralph Bergmann
2019 C conf
Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning.
ICCBR
Patrick Klein, Lukas Malburg, Ralph Bergmann
2019 — conf
ODD-BP - an Ontology- and Data-Driven Business Process Model.
LWDA
Eric Rietzke, Ralph Bergmann, Norbert Kuhn
2019 — conf
ProCAKE: A Process-Oriented Case-Based Reasoning Framework.
ICCBR Workshops
Ralph Bergmann, Lisa Grumbach, Lukas Malburg, Christian Zeyen
2019 — conf
Same Side Stance Classification Task: Facilitating Argument Stance Classification by Fine-tuning a BERT Model.
SSST@ArgMining@ACL
Stefan Ollinger, Lorik Dumani, Premtim Sahitaj, Ralph Bergmann, Ralf Schenkel
2019 C conf
Semantic Textual Similarity Measures for Case-Based Retrieval of Argument Graphs.
ICCBR
Mirko Lenz, Stefan Ollinger, Premtim Sahitaj, Ralph Bergmann
2019 Misc conf
Similarity Measures for Case-Based Retrieval of Natural Language Argument Graphs in Argumentation Machines.
FLAIRS
Ralph Bergmann, Mirko Lenz, Stefan Ollinger, Maximilian Pfister
2019 — conf
Towards Case-Based Deviation Management for Flexible Workflows.
LWDA
Lisa Grumbach, Ralph Bergmann
2019 — conf
Utilizing Ontology-Based Reasoning to Support the Execution of Knowledge-Intensive Processes.
Business Process Management Workshops
Carsten Maletzki, Eric Rietzke, Lisa Grumbach, Ralph Bergmann, Norbert Kuhn
2018 A* conf
A Conversational Approach to Process-oriented Case-based Reasoning.
IJCAI
Christian Zeyen, Gilbert Müller, Ralph Bergmann
2018 C conf
Considering Nutrients During the Generation of Recipes by Process-Oriented Case-Based Reasoning.
ICCBR
Christian Zeyen, Maximilian Hoffmann, Gilbert Müller, Ralph Bergmann
2018 — conf
Data Generation with a Physical Model to Support Machine Learning Research for Predictive Maintenance.
LWDA
Patrick Klein, Ralph Bergmann
2018 — conf
Query Model and Similarity-Based Retrieval for Workflow Reuse in the Digital Humanities.
LWDA
Lukas Malburg, Nicolas Münster, Christian Zeyen, Ralph Bergmann
2018 — conf
ReCAP - Information Retrieval and Case-Based Reasoning for Robust Deliberation and Synthesis of Arguments in the Political Discourse.
LWDA
Ralph Bergmann, Ralf Schenkel, Lorik Dumani, Stefan Ollinger
2018 — conf
SEMANAS - Semantic Support for Grant Application Processes.
LWDA
Lisa Grumbach, Eric Rietzke, Markus Schwinn, Ralph Bergmann, Norbert Kuhn
2018 — ch.
Similarity-Based Retrieval and Automatic Adaptation of Semantic Workflows.
Synergies Between Knowledge Engineering and Software Engineering
Ralph Bergmann, Gilbert Müller
2018 — conf
Towards Scientific Workflows and Computer Simulation as a Method in Digital Humanities.
INF-DH
Daniel S. Lebherz, Christian Zeyen, Jan Hess, Ralph Bergmann, Ingo J. Timm, Thomas Burch, Vera Hildenbrandt, Claudine Moulin
2018 — conf
Towards an Interactive Workflow Modeling Assistance by Means of Case-Based Reasoning.
LWDA
Christian Zeyen, Ralph Bergmann
2017 — conf
Adaptive Business Process Visualization for a Data and Constraint-Based Workflow Approach.
LWDA
Eric Rietzke, Ralph Bergmann, Norbert Kuhn
2017 Misc conf
Complexity-Aware Generation of Workflows by Process-Oriented Case-Based Reasoning.
KI
Gilbert Müller, Ralph Bergmann
2017 C conf
Conversational Process-Oriented Case-Based Reasoning.
ICCBR
Christian Zeyen, Gilbert Müller, Ralph Bergmann
2017 — conf
Conversational Retrieval of Cooking Recipes.
ICCBR (Workshops)
Christian Zeyen, Gilbert Müller, Ralph Bergmann
2017 — conf
Cooking Made Easy: On a Novel Approach to Complexity-Aware Recipe Generation.
ICCBR (Workshops)
Gilbert Müller, Ralph Bergmann
2017 — conf
Project EVER: Extraction and Processing of Procedural Experience Knowledge in Workflows.
ICCBR (Workshops)
Ralph Bergmann, Mirjam Minor, Gilbert Müller, Pol Schumacher
2017 — conf
Semantically-Oriented Business Process Visualization for a Data and Constraint-Based Workflow Approach.
Business Process Management Workshops
Eric Rietzke, Ralph Bergmann, Norbert Kuhn
2017 — conf
Using Constraint Satisfaction Problem Solving to Enable Workflow Flexibility by Deviation (Best Technical Paper).
SGAI Conf.
Lisa Grumbach, Ralph Bergmann
2017 — conf
Workflow Flexibility by Deviation by means of Constraint Satisfaction Problem Solving.
LWDA
Lisa Grumbach, Ralph Bergmann
2016 C conf
Case Completion of Workflows for Process-Oriented Case-Based Reasoning.
ICCBR
Gilbert Müller, Ralph Bergmann
2016 C conf
On the Transferability of Process-Oriented Cases.
ICCBR
Mirjam Minor, Ralph Bergmann, Jan-Martin Müller, Alexander Spät
2016 Misc conf
Retrieving Adaptable Cases in Process-Oriented Case-Based Reasoning.
FLAIRS
Ralph Bergmann, Gilbert Müller, Christian Zeyen, Jens Manderscheid
2016 — conf
SEMAFLEX - Semantic Integration of Flexible Workflow and Document Management.
LWDA
Lisa Grumbach, Eric Rietzke, Markus Schwinn, Ralph Bergmann, Norbert Kuhn
2016 — conf
Ähnlichkeitsbasiertes Retrieval von BPMN-2.0-Modellen.
LWDA
Maximilian Pfister, Florian Fuchs, Ralph Bergmann
2015 — conf
CookingCAKE: A Framework for the Adaptation of Cooking Recipes Represented as Workflows.
ICCBR (Workshops)
Gilbert Müller, Ralph Bergmann
2015 — conf
Flexible Process-Aware Information Systems Deficiency Management in Construction.
LWA
Sarah Gessinger, Ralph Bergmann
2015 Misc conf
Generalization of Workflows in Process-Oriented Case-Based Reasoning.
FLAIRS
Gilbert Müller, Ralph Bergmann
2015 C conf
Learning and Applying Adaptation Operators in Process-Oriented Case-Based Reasoning.
ICCBR
Gilbert Müller, Ralph Bergmann
2015 — conf
POQL: A New Query Language for Process-Oriented Case-Based Reasoning.
LWA
Gilbert Müller, Ralph Bergmann
2015 — ed.
Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB, Trier, Germany, October 7-9, 2015.
LWA
Ralph Bergmann, Sebastian Görg, Gilbert Müller
2015 J jnl
Social workflows - Vision and potential study.
Inf. Syst.
Sebastian Görg, Ralph Bergmann
2014 A conf
A Cluster-Based Approach to Improve Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning.
ECAI
Gilbert Müller, Ralph Bergmann
2014 C conf
A Hybrid CBR-ANN Approach to the Appraisal of Internet Domain Names.
ICCBR
Sebastian Dieterle, Ralph Bergmann
2014 J jnl
Case-based adaptation of workflows.
Inf. Syst.
Mirjam Minor, Ralph Bergmann, Sebastian Görg
2014 J jnl
Enhancing experience reuse and learning.
Knowl. Based Syst.
Eric Bonjour, Laurent Geneste, Ralph Bergmann
2014 J jnl
Similarity assessment and efficient retrieval of semantic workflows.
Inf. Syst.
Ralph Bergmann, Yolanda Gil
2014 B conf
The Collaborative Agile Knowledge Engine CAKE.
GROUP
Ralph Bergmann, Sarah Gessinger, Sebastian Görg, Gilbert Müller
2014 C conf
Workflow Streams: A Means for Compositional Adaptation in Process-Oriented CBR.
ICCBR
Gilbert Müller, Ralph Bergmann
2014 — conf
Workflow Streams: A Means for Compositional Workflow Adaptation in Process-Oriented CBR.
LWA
Gilbert Müller, Ralph Bergmann
2013 C conf
A Resource Model for Cloud-based Workflow Management Systems - Enabling Access Control, Collaboration and Reuse.
CLOSER
Sebastian Görg, Ralph Bergmann, Sarah Gessinger, Mirjam Minor
2013 Misc conf
MAC/FAC Retrieval of Semantic Workflows.
FLAIRS
Ralph Bergmann, Alexander Stromer
2013 — conf
Potentialanalyse des prozessorientierten Wissensmanagement für die Baubranche.
LWA
Sarah Gessinger, Ralph Bergmann
2013 — conf
Real-Time Collaboration and Experience Reuse for Cloud-Based Workflow Management Systems.
CBI
Sebastian Görg, Ralph Bergmann, Sarah Gessinger, Mirjam Minor
2013 Misc conf
Workflow Clustering Using Semantic Similarity Measures.
KI
Ralph Bergmann, Gilbert Müller, Daniel Wittkowsky
2012 C conf
Case-Based Appraisal of Internet Domains.
ICCBR
Sebastian Dieterle, Ralph Bergmann
2012 — conf
Collecting, reusing and executing private workflows on social network platforms.
WWW (Companion Volume)
Sebastian Görg, Ralph Bergmann, Mirjam Minor, Sarah Gessinger, Siblee Islam
2012 — conf
Extraction of procedural knowledge from the web: a comparison of two workflow extraction approaches.
WWW (Companion Volume)
Pol Schumacher, Mirjam Minor, Kirstin Walter, Ralph Bergmann
2011 J jnl
45 Jahre KI Zeitschrift?
Künstliche Intell.
Ralph Bergmann
2011 — conf
InverseWorkflows for Supporting Agile Business Process Management.
Wissensmanagement
Thomas Sauer, Mirjam Minor, Ralph Bergmann
2011 B conf
Reasoning on Business Processes to Support Change Reuse.
CEC
Mirjam Minor, Ralph Bergmann, Sebastian Görg, Kirstin Walter
2011 C conf
Retrieval of Semantic Workflows with Knowledge Intensive Similarity Measures.
ICCBR
Ralph Bergmann, Yolanda Gil
2010 J jnl
KI im Daten-Tsunami.
Künstliche Intell.
Ralph Bergmann
2010 C conf
Towards Case-Based Adaptation of Workflows.
ICCBR
Mirjam Minor, Ralph Bergmann, Sebastian Görg, Kirstin Walter
2009 J jnl
Case-Based Reasoning - Service.
Künstliche Intell.
Ralph Bergmann, Mirjam Minor, Klaus-Dieter Althoff
2009 J jnl
Case-Based Reasoning.
Künstliche Intell.
Ralph Bergmann, Klaus-Dieter Althoff, Mirjam Minor, Meike Reichle, Kerstin Bach
2009 J jnl
Gasteditorial.
Künstliche Intell.
Klaus-Dieter Althoff, Ralph Bergmann
2009 Misc conf
Improving KD-Tree Based Retrieval for Attribute Dependent Generalized Cases.
FLAIRS
Ralph Bergmann, Alexander Tartakovski
2008 — ed.
Advances in Case-Based Reasoning, 9th European Conference, ECCBR 2008, Trier, Germany, September 1-4, 2008. Proceedings
ECCBR
Klaus-Dieter Althoff, Ralph Bergmann, Mirjam Minor, Alexandre Hanft
2008 J jnl
Computer Cooking Contest.
Künstliche Intell.
Ralph Bergmann, Klaus-Dieter Althoff
2008 J jnl
ECCBR 2008.
Künstliche Intell.
Klaus-Dieter Althoff, Ralph Bergmann
2008 J jnl
MATES 2008 - Call for Papers.
Künstliche Intell.
Ralph Bergmann
2008 — ed.
Multiagent System Technologies, 6th German Conference, MATES 2008, Kaiserslautern, Germany, September 23-26, 2008. Proceedings
MATES
Ralph Bergmann, Gabriela Lindemann, Stefan Kirn, Michal Pechoucek
2008 — conf
XML-based Representation of Agile Workflows.
Multikonferenz Wirtschaftsinformatik
Mirjam Minor, Daniel Schmalen, Ralph Bergmann
2007 — conf
Ambient Intelligence for Decision Making in Fire Service Organizations.
AmI
Ralph Bergmann
2007 — conf
Experience Management.
LWA
Markus Nick, Klaus-Dieter Althoff, Ralph Bergmann
2007 — conf
Mobile Knowledge Management Support in Fire Service Organisations.
Wirtschaftsinformatik (2)
Andrea Freßmann, Ralph Bergmann, Brian Taylor, Ben Diamond, Gary Carr-Smith
2007 C conf
Representation and Structure-Based Similarity Assessment for Agile Workflows.
ICCBR
Mirjam Minor, Alexander Tartakovski, Ralph Bergmann
2007 — conf
Representation and Structure-Based Similarity Assessment for Agile Workflows.
LWA
Mirjam Minor, Alexander Tartakovski, Ralph Bergmann
2007 C conf
Structural Adaptation of Workflows Supported by a Suspension Mechanism stand by Case-Based Reasoning.
WETICE
Mirjam Minor, Daniel Schmalen, Andreas Koldehoff, Ralph Bergmann
2007 — conf
Workshop Summary: Artificial Intelligence Methods for Ambient Intelligence.
AmI Workshops
Ralph Bergmann, Klaus-Dieter Althoff, Ulrich Furbach, Klaus Schmid
2006 — conf
Case-Based Support for Collaborative Business.
ECCBR
Ralph Bergmann, Andrea Freßmann, Kerstin Maximini, Rainer Maximini, Thomas Sauer
2006 — conf
Finding Similar Deductive Consequences - A New Search-Based Framework for Unified Reasoning from Cases and General Knowledge.
ECCBR
Ralph Bergmann, Babak Mougouie
2006 C conf
Flexible Workflows for Digital Design in the Nano Era.
WETICE
Mirjam Minor, Andreas Koldehoff, Daniel Schmalen, Ralph Bergmann
2006 — conf
Flexible Workflows for Knowledge Management in the Digital Design.
LWA
Mirjam Minor, Daniel Schmalen, Ralph Bergmann, Andreas Koldehoff
2006 — conf
Knowledge Search within a Company-WIKI.
LWA
Stephanie Müller, Nils Kritzler, Alexander Tartakovski, Ralph Bergmann, Ralph Traphöner
2005 J jnl
Case-based planning.
Knowl. Eng. Rev.
Michael T. Cox, Héctor Muñoz-Avila, Ralph Bergmann
2005 — conf
Collaboration Patterns for Adaptive Software Engineering Processes.
SOAS
Andrea Freßmann, Thomas Sauer, Ralph Bergmann
2005 — ed.
Professional Knowledge Management, Third Biennial Conference, WM 2005, Kaiserslautern, Germany, April 10-13, 2005, Revised Selected Papers
Wissensmanagement (LNCS Volume)
Klaus-Dieter Althoff, Andreas Dengel, Ralph Bergmann, Markus Nick, Thomas Roth-Berghofer
2005 J jnl
Representation in case-based reasoning.
Knowl. Eng. Rev.
Ralph Bergmann, Janet L. Kolodner, Enric Plaza
2005 C conf
Retrieval and Configuration of Life Insurance Policies.
ICCBR
Alexander Tartakovski, Martin Schaaf, Ralph Bergmann
2005 — ed.
WM 2005: Professional Knowledge Management - Experiences and Visions, Contributions to the 3rd Conference Professional Knowledge Management - Experiences and Visions, April 10-13, 2005, Kaiserslautern, Germany
Wissensmanagement
Klaus-Dieter Althoff, Andreas Dengel, Ralph Bergmann, Markus Nick, Thomas Roth-Berghofer
2004 J jnl
Intelligent IP retrieval driven by application requirements.
Integr.
Martin Schaaf, Andrea Freßmann, Rainer Maximini, Ralph Bergmann, Alexander Tartakovski, Martin Radetzki
2004 — conf
MINLP Based Retrieval of Generalized Cases.
ECCBR
Alexander Tartakovski, Martin Schaaf, Rainer Maximini, Ralph Bergmann
2003 C conf
A Knowledge Representation Format for Virtual IP Marketplaces.
ICCBR
Martin Schaaf, Andrea Freßmann, Marco A. Spinelli, Rainer Maximini, Ralph Bergmann
2003 C conf
An Investigation of Generalized Cases.
ICCBR
Kerstin Maximini, Rainer Maximini, Ralph Bergmann
2003 C conf
Diversity-Conscious Retrieval from Generalized Cases: A Branch and Bound Algorithm.
ICCBR
Babak Mougouie, Michael M. Richter, Ralph Bergmann
2003 — conf
Investigating different Methods for efficient Retrieval of Generalized Cases.
Wissensmanagement
Rainer Maximini, Alexander Tartakovski, Ralph Bergmann
2003 — conf
On the Relations between Structural Case-based Reasoning and Ontologz-based Knowledge Management.
Wissensmanagement
Ralph Bergmann, Martin Schaaf
2003 J jnl
Structural Case-Based Reasoning and Ontology-Based Knowledge Management: A Perfect Match?
J. Univers. Comput. Sci.
Ralph Bergmann, Martin Schaaf
2002 B conf
A Framework for Radiological Assistant Systems.
CBMS
Dirk Krechel, Ralph Bergmann, Kerstin Maximini, Aldo von Wangenheim
2002 J jnl
Acquiring Customers' Requirements in Electronic Commerce.
Artif. Intell. Rev.
Ralph Bergmann, Padraig Cunningham
2002 — conf
Experience Management for Electronic Design Reuse through Quality-Oriented IP Selection.
German Workshop on Experience Management
Ralph Bergmann, Rainer Maximini, Martin Schaaf
2002 — book
Experience Management: Foundations, Development Methodology, and Internet-Based Applications
Ralph Bergmann
2002 — conf
Similarity Assessment for Generalizied Cases by Optimization Methods.
ECCBR
Babak Mougouie, Ralph Bergmann
2002 — conf
Supporting Electronic Design Reuse by Integrating Quality-Criteria into CBR-Based IP Selection.
ECCBR
Martin Schaaf, Rainer Maximini, Ralph Bergmann, Carsten Tautz, Ralph Traphöner
2001 — conf
A Formal Approach to Dialogs with Online Customers.
Bled eConference
Ralph Bergmann, Sascha Schmitt
2001 C conf
A Similarity-Based Approach to Attribute Selection in User-Adaptive Sales Dialogs.
ICCBR
Andreas Kohlmaier, Sascha Schmitt, Ralph Bergmann
2001 J jnl
Electronic Commerce - Serviceteil.
Künstliche Intell.
Ralph Bergmann, Wolfgang Wilke
2001 C conf
Highlights of the European INRECA Projects.
ICCBR
Ralph Bergmann
2001 J jnl
The Third International Conference on Case-Based Reasoning (ICCBR '99).
AI Mag.
Klaus-Dieter Althoff, Ralph Bergmann, Karl Branting
2001 J jnl
WEBSELL: Intelligent Sales Assistants for the World Wide Web.
Künstliche Intell.
Padraig Cunningham, Ralph Bergmann, Sascha Schmitt, Ralph Traphöner, Sean Breen, Barry Smyth
2000 — conf
An Efficient Approach to Similarity-Based Retrieval on Top of Relational Databases.
EWCBR
Jürgen Schumacher, Ralph Bergmann
2000 — conf
Applying Recursive CBR for the Custumization of Structured Products in an Electronic Shop.
EWCBR
Armin Stahl, Ralph Bergmann
1999 C ed.
Case-Based Reasoning and Development, Third International Conference, ICCBR-99, Seeon Monastery, Germany, July 27-30, 1999, Proceedings
ICCBR
Klaus-Dieter Althoff, Ralph Bergmann, Karl Branting
1999 — book
Developing Industrial Case-Based Reasoning Applications: The INRECA-Methodology
Ralph Bergmann, Klaus-Dieter Althoff, Sean Breen, Mehmet H. Göker, Michel Manago, Ralph Traphöner, Stefan Wess
1999 Misc conf
Generalized Cases: Representation and Steps Towards Efficient Similarity Assessment.
KI
Ralph Bergmann, Ivo Vollrath
1999 — conf
WebPlan - Dynamic Planning for Domain-Specific Search in the Internet.
PuK
Jochem Hüllen, Ralph Bergmann, Frank Weberskirch
1998 — conf
CBR Applied to Planning.
Case-Based Reasoning Technology
Ralph Bergmann, Hector Muñoz-Avila, Manuela M. Veloso, Erica Melis
1998 J jnl
Case-Based Reasoning Support for Online Catalog Sales.
IEEE Internet Comput.
Ivo Vollrath, Wolfgang Wilke, Ralph Bergmann
1998 J jnl
Case-based reasoning for medical decision support tasks: The Inreca approach.
Artif. Intell. Medicine
Klaus-Dieter Althoff, Ralph Bergmann, Stefan Wess, Michel Manago, Eric Auriol, Oleg I. Larichev, Alexander Bolotov, Yurii I. Zhuravlev, Serge I. Gurov
1998 — conf
Collecting Experience on the Systematic Development of CBR Applications Using the INRECA Methodology.
EWCBR
Ralph Bergmann, Sean Breen, Emmanuelle Fayol, Mehmet H. Göker, Michel Manago, Sascha Schmitt, Jürgen Schumacher, Armin Stahl, Stefan Wess, Wolfgang Wilke
1998 — conf
Methodology for Building CBR Applications.
Case-Based Reasoning Technology
Ralph Bergmann, Klaus-Dieter Althoff
1998 — conf
Similarity Measures for Object-Oriented Case Representations.
EWCBR
Ralph Bergmann, Armin Stahl
1998 — conf
Techniques and Knowledge Used for Adaptation During Case-Based Problem Solving.
IEA/AIE (Vol. 2)
Wolfgang Wilke, Ralph Bergmann
1998 — conf
The Development of HOMER: A Case-Based CAD/CAM Help-Desk Support Tool.
EWCBR
Mehmet H. Göker, Thomas Roth-Berghofer, Ralph Bergmann, Thomas Pantleon, Ralph Traphöner, Stefan Wess, Wolfgang Wilke
1998 A conf
Towards a New Formal Model of Transformational Adaptation in Case-Based Reasoning.
ECAI
Ralph Bergmann, Wolfgang Wilke
1997 C conf
Using Software Process Modeling for Building a Case-Based Reasoning Methodology: Basis Approach and Case Study.
ICCBR
Ralph Bergmann, Wolfgang Wilke, Jürgen Schumacher
1996 J jnl
Case-Based Planning: Selected Methods and Systems.
AI Commun.
Manuela M. Veloso, Hector Muñoz-Avila, Ralph Bergmann
1996 — conf
Considering Decision Cost During Learning of Feature Weights.
EWCBR
Wolfgang Wilke, Ralph Bergmann
1996 — —
Effizientes Problemlösen durch flexible Wiederverwendung von Fällen auf verschiedenen Abstraktionsebenen.
Ralph Bergmann
1996 J jnl
Fallbasiertes Planen: ausgewählte Methoden und Systeme.
Künstliche Intell.
Ralph Bergmann, Hector Muñoz-Avila, Manuela M. Veloso
1996 J jnl
Fallbasiertes Schließen zur Kreditwürdigkeitsprüfung.
Künstliche Intell.
Wolfgang Wilke, Ralph Bergmann, Klaus-Dieter Althoff
1996 — conf
On the Role of Abstraction in Case-Based Reasoning.
EWCBR
Ralph Bergmann, Wolfgang Wilke
1995 J jnl
Building and Refining Abstract Planning Cases by Change of Representation Language
CoRR
Ralph Bergmann, Wolfgang Wilke
1995 J jnl
Building and Refining Abstract Planning Cases by Change of Representation Language.
J. Artif. Intell. Res.
Ralph Bergmann, Wolfgang Wilke
1995 — conf
Learning Abstract Planning Cases.
ECML
Ralph Bergmann, Wolfgang Wilke
1994 — conf
Lernen von Abstraktionshierarchien zur Optimierung der Auswahl von maschinell abstrahierten Plänen.
PuK
Ralph Bergmann, Wolfgang Wilke
1994 — ed.
PuK-94, 8. Workshop "Planen und Konfigrieren", 18.-19. April 1994, Kaiserslautern, Proceedings
PuK
Ralph Bergmann, Jürgen Paulokat, Anna-Maria Schoeller, Holger Wache
1993 — conf
Explanation-Based Similarity: A Unifying Approach for Integrating Domain Knowledge into Case-Based Reasoning for Diagnosis and Planning Tasks.
EWCBR
Ralph Bergmann, Gerhard Pews, Wolfgang Wilke
1993 — conf
Learning Hierarchically Clustered Shared Plan Abstractions as Problem Solving Knowledge with High Utility for Planning.
PuK
Ralph Bergmann
1992 — conf
Learning Plan Abstractions.
GWAI
Ralph Bergmann
1991 — conf
Knowledge Acquisition by Generating Skeletal Plans from Real World Cases.
Contemporary Knowledge Engineering and Cognition
Ralph Bergmann
1991 — conf
Using Integrated Knowledge Acquisition to Prepare Sophisticated Expert Plans for Their Re-Use in Novel Situations.
GWAI
Franz Schmalhofer, Ralph Bergmann, Otto Kühn, Gabriele Schmidt