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ORCIDRalph Bergmann
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- affiliation: University of Trier, Germany
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2020 – today
- 2024
[c157]Carsten Maletzki
, Eric Rietzke, Ralph Bergmann:
Empowering Large Language Models in Hybrid Intelligence Systems through Data-Centric Process Models. AAAI Spring Symposia 2024: 167-174- [c156]Florian Brand, Lukas Malburg, Ralph Bergmann:
Large Language Models as Knowledge Engineers. ICCBR Workshops 2024: 3-18 - [c155]Lukas Malburg, Maxim Hotz, Ralph Bergmann:
Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation. ICCBR 2024: 50-66 - [c154]Alexander Schultheis, Lukas Malburg, Joscha Grüger, Justin Weich, Yannis Bertrand, Ralph Bergmann, Estefanía Serral Asensio:
Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing. ICCBR 2024: 240-257 - [c153]Lisa Grumbach, Alexander Winzig, Ralph Bergmann:
Towards a Case-Based Support for Responding Emergency Calls. ICCBR 2024: 273-288 - [c152]Mirko Lenz, Lukas Malburg, Ralph Bergmann:
CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python. ICCBR 2024: 289-304 - [c151]Viktor Eisenstadt, Christoph Langenhan, Jessica Bielski, Ralph Bergmann, Klaus-Dieter Althoff:
Autocompletion of Architectural Spatial Configurations Using Case-Based Reasoning, Graph Clustering, and Deep Learning. ICCBR 2024: 321-337 - [c150]Mirko Lenz, Ralph Bergmann:
PolArg: Unsupervised Polarity Prediction of Arguments in Real-Time Online Conversations. RATIO 2024: 108-126 - [c149]Mirko Lenz, Lorik Dumani, Ralf Schenkel, Ralph Bergmann:
ArgServices: A Microservice-Based Architecture for Argumentation Machines. RATIO 2024: 352-369 - [i10]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:
From Internet of Things Data to Business Processes: Challenges and a Framework. CoRR abs/2405.08528 (2024) - 2023
- [j36]Lukas Malburg, Patrick Klein, Ralph Bergmann:
Converting semantic web services into formal planning domain descriptions to enable manufacturing process planning and scheduling in industry 4.0. Eng. Appl. Artif. Intell. 126: 106727 (2023) - [j35]Juergen Mangler, Joscha Grüger, Lukas Malburg, Matthias Ehrendorfer, Yannis Bertrand, Janik-Vasily Benzin, Stefanie Rinderle-Ma, Estefanía Serral Asensio, Ralph Bergmann:
DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs. Future Internet 15(3): 109 (2023) - [j34]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:
A framework for AI-based self-adaptive cyber-physical process systems. it Inf. Technol. 65(3): 113-128 (2023) - [j33]Joscha Grüger, Lukas Malburg, Ralph Bergmann:
IoT-enriched event log generation and quality analytics: a case study. it Inf. Technol. 65(3): 128-138 (2023) - [j32]Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann:
Applying MAPE-K control loops for adaptive workflow management in smart factories. J. Intell. Inf. Syst. 61(1): 83-111 (2023) - [c148]Carsten Maletzki, Lisa Grumbach, Eric Rietzke, Ralph Bergmann:
Towards Hybrid Intelligent Support Systems for Emergency Call Handling. AAAI Spring Symposium: MAKE 2023 - [c147]Felix Theusch, Lukas Seemann, Achim Guldner, Stefan Naumann, Ralph Bergmann:
Towards Machine Learning-Based Digital Twins in Cyber-Physical Systems. AI4DT&CP@IJCAI 2023: 1-16 - [c146]Matthias Ehrendorfer, Yannis Bertrand, Lukas Malburg, Juergen Mangler, Joscha Grüger, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio:
Internet of Processes and Things: A Repository for IoT-Enriched Event Logs in Smart Environments. BPM (Demos / Resources Forum) 2023: 92-96 - [c145]David Jilg, Joscha Grüger, Tobias Geyer, Ralph Bergmann:
DALG: The Data Aware Event Log Generator. BPM (Demos / Resources Forum) 2023: 142-146 - [c144]Maximilian Hoffmann, Ralph Bergmann:
Ranking-Based Case Retrieval with Graph Neural Networks in Process-Oriented Case-Based Reasoning. FLAIRS 2023 - [c143]Johannes Pauli, Maximilian Hoffmann, Ralph Bergmann:
Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning Using Graph Neural Networks and Transfer Learning. FLAIRS 2023 - [c142]Alexander Schultheis, Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann:
Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization. ICCBR 2023: 53-68 - [c141]Florian Brand, Katharina Lott, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann:
Using Deep Reinforcement Learning for the Adaptation of Semantic Workflows. ICCBR Workshops 2023: 55-70 - [c140]Lukas Malburg, Alexander Schultheis, Ralph Bergmann:
Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning: From Application Scenarios to Implementations. ICCBR Workshops 2023: 81-96 - [c139]Mirko Lenz, Ralph Bergmann:
Case-Based Adaptation of Argument Graphs with WordNet and Large Language Models. ICCBR 2023: 263-278 - [c138]Lisa Grumbach, Ralph Bergmann:
A Case-Based Approach for Workflow Flexibility by Deviation. ICCBR 2023: 294-308 - [c137]Alexander Schultheis, Christian Zeyen, Ralph Bergmann:
An Overview and Comparison of Case-Based Reasoning Frameworks. ICCBR 2023: 327-343 - [c136]Joscha Grüger, Ralph Bergmann:
Enhancing Clinical Insights: Knowledge-Intensive and Context-Sensitive Process Instance Visualization in Health Care. ICPM Workshops 2023: 259-270 - [c135]Nicolas Schuler, Maximilian Hoffmann, Hans-Peter Beise, Ralph Bergmann:
Semi-supervised Similarity Learning in Process-Oriented Case-Based Reasoning. SGAI Conf. 2023: 159-173 - [i9]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:
Likelihood-based Sensor Calibration for Expert-Supported Distributed Learning Algorithms in IoT Systems. CoRR abs/2309.11526 (2023) - 2022
- [j31]Maximilian Hoffmann, Ralph Bergmann:
Using Graph Embedding Techniques in Process-Oriented Case-Based Reasoning. Algorithms 15(2): 27 (2022) - [c134]Joscha Grüger, Tobias Geyer, Martin Kuhn, Stephan A. Braun, Ralph Bergmann:
Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study. Business Process Management Workshops 2022: 274-285 - [c133]Mirko Lenz, Ralph Bergmann:
User-Centric Argument Mining with ArgueMapper and Arguebuf. COMMA 2022: 367-368 - [c132]Lukas Malburg, Florian Brand, Ralph Bergmann:
Adaptive Management of Cyber-Physical Workflows by Means of Case-Based Reasoning and Automated Planning. EDOC Workshops 2022: 79-95 - [c131]Rahol Kumar, Alexander Schultheis, Lukas Malburg, Maximilian Hoffmann, Ralph Bergmann:
Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning. FLAIRS 2022 - [c130]Ditty Mathew, Ralph Bergmann, Benjamin Weyers, Thomas Ellwart, Dominique Bohrmann, Ericson Hölzchen:
FlexiTeam: Flexible Team and Work Organization using Process-Oriented Case-Based Reasoning. ICCBR Workshops 2022: 201-210 - [c129]Lukas Malburg, Ralph Bergmann:
Towards Adaptive Workflow Management by Case-based Reasoning and Automated Planning. ICCBR Workshops 2022: 211-220 - [c128]Christian Zeyen, Rudolf Koch, Sven Schwarz, Heiko Maus, Ralph Bergmann:
Towards Experience-based Assistance for Personal Robotic Process Automation by Process-Oriented Case-based Reasoning. ICCBR Workshops 2022: 220-229 - [c127]Maximilian Hoffmann, Lukas Malburg, Nico Bach, Ralph Bergmann:
GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning. ICCBR 2022: 240-255 - [c126]Maximilian Hoffmann, Ralph Bergmann:
Improving Automated Hyperparameter Optimization with Case-Based Reasoning. ICCBR 2022: 273-288 - [c125]Joscha Grüger, Tobias Geyer, Martin Kuhn, Stephan A. Braun, Ralph Bergmann:
Weighted Violations in Alignment-Based Conformance Checking. ICPM Workshops 2022: 289-301 - [c124]Joscha Grüger, Tobias Geyer, David Jilg, Ralph Bergmann:
SAMPLE: A Semantic Approach for Multi-perspective Event Log Generation. ICPM Workshops 2022: 328-340 - [c123]Carsten Maletzki, Eric Rietzke, Ralph Bergmann:
Utilizing Expert Knowledge to Support Medical Emergency Call Handling. FCR@KI 2022: 79-89 - [e8]Ralph Bergmann, Lukas Malburg, Stephanie C. Rodermund, Ingo J. Timm:
KI 2022: Advances in Artificial Intelligence - 45th German Conference on AI, Trier, Germany, September 19-23, 2022, Proceedings. Lecture Notes in Computer Science 13404, Springer 2022, ISBN 978-3-031-15790-5 [contents] - [i8]Joscha Grüger, Lukas Malburg, Juergen Mangler, Yannis Bertrand, Stefanie Rinderle-Ma, Ralph Bergmann, Estefanía Serral Asensio:
SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data. CoRR abs/2206.11392 (2022) - [i7]Lukas Malburg, Joscha Grüger, Ralph Bergmann:
An IoT-Enriched Event Log for Process Mining in Smart Factories. CoRR abs/2209.02702 (2022) - [i6]Joscha Grüger, Tobias Geyer, Martin Kuhn, Stefan Braun, Ralph Bergmann:
Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study. CoRR abs/2209.09535 (2022) - 2021
- [j30]Lisa Grumbach, Ralph Bergmann:
SEMAFLEX: A novel approach for implementing workflow flexibility by deviation based on constraint satisfaction problem solving. Expert Syst. J. Knowl. Eng. 38(7) (2021) - [j29]Eric Rietzke, Carsten Maletzki, Ralph Bergmann, Norbert Kuhn:
Execution of Knowledge-Intensive Processes by Utilizing Ontology-Based Reasoning. J. Data Semant. 10(1-2): 3-18 (2021) - [c122]Lukas Malburg, Manfred-Peter Rieder, Ronny Seiger, Patrick Klein, Ralph Bergmann:
Object Detection for Smart Factory Processes by Machine Learning. ANT/EDI40 2021: 581-588 - [c121]Maximilian Hoffmann, Lukas Malburg, Ralph Bergmann:
ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks. Business Process Management Workshops 2021: 43-55 - [c120]Lukas Malburg, Maximilian Hoffmann, Simon Trumm, Ralph Bergmann:
Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning. FLAIRS 2021 - [c119]Joscha Grüger, Tobias Geyer, Martin Kuhn, Stephan A. Braun, Ralph Bergmann:
Verifying Guideline Compliance in Clinical Treatment Using Multi-perspective Conformance Checking: A Case Study. ICPM Workshops 2021: 301-313 - [c118]Felix Hamann, Adrian Ulges, Dirk Krechel, Ralph Bergmann:
Open-World Knowledge Graph Completion Benchmarks for Knowledge Discovery. IEA/AIE (2) 2021: 252-264 - [c117]Patrick Klein, Niklas Weingarz, Ralph Bergmann:
Using Expert Knowledge for Masking Irrelevant Data Streams in Siamese Networks for the Detection and Prediction of Faults. IJCNN 2021: 1-10 - [c116]Lorik Dumani, Manuel Biertz, Alex Witry, Anna-Katharina Ludwig, Mirko Lenz, Stefan Ollinger, Ralph Bergmann, Ralf Schenkel:
The ReCAP Corpus: A Corpus of Complex Argument Graphs on German Education Politics. ICSC 2021: 248-255 - [i5]Maximilian Hoffmann, Ralph Bergmann:
Informed Machine Learning for Improved Similarity Assessment in Process-Oriented Case-Based Reasoning. CoRR abs/2106.15931 (2021) - 2020
- [j28]Klaus-Dieter Althoff, Kerstin Bach, Ralph Bergmann, Cindy Marling:
The 27th International Conference on Case-Based Reasoning. AI Mag. 41(1): 101-102 (2020) - [j27]Ralph Bergmann, Manuel Biertz, Lorik Dumani, Mirko Lenz, Anna-Katharina Ludwig, Patrick J. Neumann, Stefan Ollinger, Premtim Sahitaj, Ralf Schenkel, Alex Witry:
The ReCAP Project. Datenbank-Spektrum 20(2): 93-98 (2020) - [c115]Lukas Malburg, Ronny Seiger, Ralph Bergmann, Barbara Weber:
Using Physical Factory Simulation Models for Business Process Management Research. Business Process Management Workshops 2020: 95-107 - [c114]Mirko Lenz, Premtim Sahitaj, Sean Kallenberg, Christopher Coors, Lorik Dumani, Ralf Schenkel, Ralph Bergmann:
Towards an Argument Mining Pipeline Transforming Texts to Argument Graphs. COMMA 2020: 263-270 - [c113]Christian Zeyen, Ralph Bergmann:
A*-Based Similarity Assessment of Semantic Graphs. ICCBR 2020: 17-32 - [c112]Erik Schake, Lisa Grumbach, Ralph Bergmann:
A Time-Series Similarity Measure for Case-Based Deviation Management to Support Flexible Workflow Execution. ICCBR 2020: 33-48 - [c111]Maximilian Hoffmann, Lukas Malburg, Patrick Klein, Ralph Bergmann:
Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning. ICCBR 2020: 229-244 - [c110]Lukas Malburg, Patrick Klein, Ralph Bergmann:
Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0. IN4PL 2020: 32-43 - [c109]Joscha Grüger, Ralph Bergmann, Yavuz Kazik, Martin Kuhn:
Process Mining for Case Acquisition in Oncology: A Systematic Literature Review. LWDA 2020: 162-173 - [c108]Clarissa Dietrich, Sebastian Schriml, Ralph Bergmann, Benjamin Raue:
INWEND: Using CBR to Automate Legal Assessment in the Context of the EU General Data Protection Regulation. LWDA 2020: 192-201 - [c107]Patrick Klein, Niklas Weingarz, Ralph Bergmann:
Enhancing Siamese Neural Networks Through Expert Knowledge for Predictive Maintenance. IoT Streams/ITEM@PKDD/ECML 2020: 77-92 - [p2]Ralph Bergmann, Mirjam Minor, Kerstin Bach, Klaus-Dieter Althoff, Héctor Muñoz-Avila:
Fallbasiertes Schließen. Handbuch der Künstlichen Intelligenz 2020: 343-394 - [i4]Stefan Ollinger, Lorik Dumani, Premtim Sahitaj, Ralph Bergmann, Ralf Schenkel:
Same Side Stance Classification Task: Facilitating Argument Stance Classification by Fine-tuning a BERT Model. CoRR abs/2004.11163 (2020) - [i3]Mirko Lenz, Premtim Sahitaj, Sean Kallenberg, Christopher Coors, Lorik Dumani, Ralf Schenkel, Ralph Bergmann:
Towards an Argument Mining Pipeline Transforming Texts to Argument Graphs. CoRR abs/2006.04562 (2020) - [i2]Lukas Malburg, Patrick Klein, Ralph Bergmann:
Using Semantic Web Services for AI-Based Research in Industry 4.0. CoRR abs/2007.03580 (2020)
2010 – 2019
- 2019
- [c106]Stefan Ollinger, Lorik Dumani, Premtim Sahitaj, Ralph Bergmann, Ralf Schenkel:
Same Side Stance Classification Task: Facilitating Argument Stance Classification by Fine-tuning a BERT Model. SSST@ArgMining@ACL 2019: 26-30 - [c105]Carsten Maletzki, Eric Rietzke, Lisa Grumbach, Ralph Bergmann, Norbert Kuhn:
Utilizing Ontology-Based Reasoning to Support the Execution of Knowledge-Intensive Processes. Business Process Management Workshops 2019: 32-44 - [c104]Ralph Bergmann, Mirko Lenz, Stefan Ollinger, Maximilian Pfister:
Similarity Measures for Case-Based Retrieval of Natural Language Argument Graphs in Argumentation Machines. FLAIRS 2019: 329-334 - [c103]Ralph Bergmann, Lisa Grumbach, Lukas Malburg, Christian Zeyen:
ProCAKE: A Process-Oriented Case-Based Reasoning Framework. ICCBR Workshops 2019: 156-161 - [c102]Patrick Klein, Lukas Malburg, Ralph Bergmann:
Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning. ICCBR 2019: 188-203 - [c101]Mirko Lenz, Stefan Ollinger, Premtim Sahitaj, Ralph Bergmann:
Semantic Textual Similarity Measures for Case-Based Retrieval of Argument Graphs. ICCBR 2019: 219-234 - [c100]Christian Zeyen, Lukas Malburg, Ralph Bergmann:
Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning. ICCBR 2019: 388-403 - [c99]Patrick Klein, Ralph Bergmann:
Generation of Complex Data for AI-based Predictive Maintenance Research with a Physical Factory Model. ICINCO (1) 2019: 40-50 - [c98]Karsten Block, Simon Trumm, Premtim Sahitaj, Stefan Ollinger, Ralph Bergmann:
Clustering of Argument Graphs Using Semantic Similarity Measures. KI 2019: 101-114 - [c97]Lisa Grumbach, Ralph Bergmann:
Towards Case-Based Deviation Management for Flexible Workflows. LWDA 2019: 241-252 - [c96]Patrick Klein, Lukas Malburg, Ralph Bergmann:
FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies. LWDA 2019: 253-264 - [c95]Eric Rietzke, Ralph Bergmann, Norbert Kuhn:
ODD-BP - an Ontology- and Data-Driven Business Process Model. LWDA 2019: 310-321 - 2018
- [c94]Christian Zeyen, Maximilian Hoffmann, Gilbert Müller, Ralph Bergmann:
Considering Nutrients During the Generation of Recipes by Process-Oriented Case-Based Reasoning. ICCBR 2018: 464-479 - [c93]Christian Zeyen, Gilbert Müller, Ralph Bergmann:
A Conversational Approach to Process-oriented Case-based Reasoning. IJCAI 2018: 5404-5408 - [c92]Daniel S. Lebherz, Christian Zeyen, Jan Hess, Ralph Bergmann, Ingo J. Timm, Thomas Burch, Vera Hildenbrandt, Claudine Moulin:
Towards Scientific Workflows and Computer Simulation as a Method in Digital Humanities. INF-DH 2018 - [c91]Ralph Bergmann, Ralf Schenkel, Lorik Dumani, Stefan Ollinger:
ReCAP - Information Retrieval and Case-Based Reasoning for Robust Deliberation and Synthesis of Arguments in the Political Discourse. LWDA 2018: 49-60 - [c90]Lisa Grumbach, Eric Rietzke, Markus Schwinn, Ralph Bergmann, Norbert Kuhn:
SEMANAS - Semantic Support for Grant Application Processes. LWDA 2018: 126-131 - [c89]Patrick Klein, Ralph Bergmann:
Data Generation with a Physical Model to Support Machine Learning Research for Predictive Maintenance. LWDA 2018: 179-190 - [c88]Lukas Malburg, Nicolas Münster, Christian Zeyen, Ralph Bergmann:
Query Model and Similarity-Based Retrieval for Workflow Reuse in the Digital Humanities. LWDA 2018: 251-262 - [c87]Christian Zeyen, Ralph Bergmann:
Towards an Interactive Workflow Modeling Assistance by Means of Case-Based Reasoning. LWDA 2018: 355-360 - [p1]Ralph Bergmann, Gilbert Müller:
Similarity-Based Retrieval and Automatic Adaptation of Semantic Workflows. Synergies Between Knowledge Engineering and Software Engineering 2018: 31-54 - 2017
- [c86]Eric Rietzke, Ralph Bergmann, Norbert Kuhn:
Semantically-Oriented Business Process Visualization for a Data and Constraint-Based Workflow Approach. Business Process Management Workshops 2017: 142-150 - [c85]Ralph Bergmann, Mirjam Minor, Gilbert Müller, Pol Schumacher:
Project EVER: Extraction and Processing of Procedural Experience Knowledge in Workflows. ICCBR (Workshops) 2017: 137-146 - [c84]Gilbert Müller, Ralph Bergmann:
Cooking Made Easy: On a Novel Approach to Complexity-Aware Recipe Generation. ICCBR (Workshops) 2017: 229-236 - [c83]Christian Zeyen, Gilbert Müller, Ralph Bergmann:
Conversational Retrieval of Cooking Recipes. ICCBR (Workshops) 2017: 237-244 - [c82]Christian Zeyen, Gilbert Müller, Ralph Bergmann:
Conversational Process-Oriented Case-Based Reasoning. ICCBR 2017: 403-419 - [c81]Gilbert Müller, Ralph Bergmann:
Complexity-Aware Generation of Workflows by Process-Oriented Case-Based Reasoning. KI 2017: 207-221 - [c80]Eric Rietzke, Ralph Bergmann, Norbert Kuhn:
Adaptive Business Process Visualization for a Data and Constraint-Based Workflow Approach. LWDA 2017: 188 - [c79]Lisa Grumbach, Ralph Bergmann:
Workflow Flexibility by Deviation by means of Constraint Satisfaction Problem Solving. LWDA 2017: 212 - [c78]Lisa Grumbach, Ralph Bergmann:
Using Constraint Satisfaction Problem Solving to Enable Workflow Flexibility by Deviation (Best Technical Paper). SGAI Conf. 2017: 3-17 - 2016
- [c77]Ralph Bergmann, Gilbert Müller, Christian Zeyen, Jens Manderscheid:
Retrieving Adaptable Cases in Process-Oriented Case-Based Reasoning. FLAIRS 2016: 419-424 - [c76]Mirjam Minor, Ralph Bergmann, Jan-Martin Müller, Alexander Spät:
On the Transferability of Process-Oriented Cases. ICCBR 2016: 281-294 - [c75]Gilbert Müller, Ralph Bergmann:
Case Completion of Workflows for Process-Oriented Case-Based Reasoning. ICCBR 2016: 295-310 - [c74]Lisa Grumbach, Eric Rietzke, Markus Schwinn, Ralph Bergmann, Norbert Kuhn:
SEMAFLEX - Semantic Integration of Flexible Workflow and Document Management. LWDA 2016: 43-50 - [c73]Maximilian Pfister, Florian Fuchs, Ralph Bergmann:
Ähnlichkeitsbasiertes Retrieval von BPMN-2.0-Modellen. LWDA 2016: 54-61 - 2015
- [j26]Sebastian Görg, Ralph Bergmann:
Social workflows - Vision and potential study. Inf. Syst. 50: 1-19 (2015) - [c72]Gilbert Müller, Ralph Bergmann:
Generalization of Workflows in Process-Oriented Case-Based Reasoning. FLAIRS 2015: 391-396 - [c71]Gilbert Müller, Ralph Bergmann:
CookingCAKE: A Framework for the Adaptation of Cooking Recipes Represented as Workflows. ICCBR (Workshops) 2015: 221-232 - [c70]Gilbert Müller, Ralph Bergmann:
Learning and Applying Adaptation Operators in Process-Oriented Case-Based Reasoning. ICCBR 2015: 259-274 - [c69]Gilbert Müller, Ralph Bergmann:
POQL: A New Query Language for Process-Oriented Case-Based Reasoning. LWA 2015: 247-255 - [c68]Sarah Gessinger, Ralph Bergmann:
Flexible Process-Aware Information Systems Deficiency Management in Construction. LWA 2015: 330-338 - [e7]Ralph Bergmann, Sebastian Görg, Gilbert Müller:
Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB, Trier, Germany, October 7-9, 2015. CEUR Workshop Proceedings 1458, CEUR-WS.org 2015 [contents] - 2014
- [j25]Ralph Bergmann, Yolanda Gil:
Similarity assessment and efficient retrieval of semantic workflows. Inf. Syst. 40: 115-127 (2014) - [j24]Mirjam Minor, Ralph Bergmann, Sebastian Görg:
Case-based adaptation of workflows. Inf. Syst. 40: 142-152 (2014) - [j23]Eric Bonjour, Laurent Geneste, Ralph Bergmann:
Enhancing experience reuse and learning. Knowl. Based Syst. 68: 1-3 (2014) - [c67]Gilbert Müller, Ralph Bergmann:
A Cluster-Based Approach to Improve Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning. ECAI 2014: 639-644 - [c66]Ralph Bergmann, Sarah Gessinger, Sebastian Görg, Gilbert Müller:
The Collaborative Agile Knowledge Engine CAKE. GROUP 2014: 281-284 - [c65]Sebastian Dieterle, Ralph Bergmann:
A Hybrid CBR-ANN Approach to the Appraisal of Internet Domain Names. ICCBR 2014: 95-109 - [c64]Gilbert Müller, Ralph Bergmann:
Workflow Streams: A Means for Compositional Adaptation in Process-Oriented CBR. ICCBR 2014: 315-329 - [c63]Gilbert Müller, Ralph Bergmann:
Workflow Streams: A Means for Compositional Workflow Adaptation in Process-Oriented CBR. LWA 2014: 263 - 2013
- [c62]Sebastian Görg, Ralph Bergmann, Sarah Gessinger, Mirjam Minor:
A Resource Model for Cloud-based Workflow Management Systems - Enabling Access Control, Collaboration and Reuse. CLOSER 2013: 263-272 - [c61]Ralph Bergmann, Alexander Stromer:
MAC/FAC Retrieval of Semantic Workflows. FLAIRS 2013 - [c60]Ralph Bergmann, Gilbert Müller, Daniel Wittkowsky:
Workflow Clustering Using Semantic Similarity Measures. KI 2013: 13-24 - [c59]Sarah Gessinger, Ralph Bergmann:
Potentialanalyse des prozessorientierten Wissensmanagement für die Baubranche. LWA 2013: 195-202 - [c58]Sebastian Görg, Ralph Bergmann, Sarah Gessinger, Mirjam Minor:
Real-Time Collaboration and Experience Reuse for Cloud-Based Workflow Management Systems. CBI 2013: 391-398 - 2012
- [c57]Sebastian Dieterle, Ralph Bergmann:
Case-Based Appraisal of Internet Domains. ICCBR 2012: 47-61 - [c56]Pol Schumacher, Mirjam Minor, Kirstin Walter, Ralph Bergmann:
Extraction of procedural knowledge from the web: a comparison of two workflow extraction approaches. WWW (Companion Volume) 2012: 739-747 - [c55]Sebastian Görg, Ralph Bergmann, Mirjam Minor, Sarah Gessinger, Siblee Islam:
Collecting, reusing and executing private workflows on social network platforms. WWW (Companion Volume) 2012: 747-750 - 2011
- [j22]Ralph Bergmann:
45 Jahre KI Zeitschrift? Künstliche Intell. 25(4): 283-285 (2011) - [c54]Ralph Bergmann, Yolanda Gil:
Retrieval of Semantic Workflows with Knowledge Intensive Similarity Measures. ICCBR 2011: 17-31 - [c53]Mirjam Minor, Ralph Bergmann, Sebastian Görg, Kirstin Walter:
Reasoning on Business Processes to Support Change Reuse. CEC 2011: 18-25 - [c52]Thomas Sauer, Mirjam Minor, Ralph Bergmann:
InverseWorkflows for Supporting Agile Business Process Management. Wissensmanagement 2011: 204-213 - 2010
- [j21]Ralph Bergmann:
KI im Daten-Tsunami. Künstliche Intell. 24(4): 279-281 (2010) - [c51]Mirjam Minor, Ralph Bergmann, Sebastian Görg, Kirstin Walter:
Towards Case-Based Adaptation of Workflows. ICCBR 2010: 421-435
2000 – 2009
- 2009
- [j20]Klaus-Dieter Althoff, Ralph Bergmann:
Gasteditorial. Künstliche Intell. 23(1): 4 (2009) - [j19]Ralph Bergmann, Klaus-Dieter Althoff, Mirjam Minor, Meike Reichle, Kerstin Bach:
Case-Based Reasoning. Künstliche Intell. 23(1): 5-11 (2009) - [j18]Ralph Bergmann, Mirjam Minor, Klaus-Dieter Althoff:
Case-Based Reasoning - Service. Künstliche Intell. 23(1): 46 (2009) - [c50]Ralph Bergmann, Alexander Tartakovski:
Improving KD-Tree Based Retrieval for Attribute Dependent Generalized Cases. FLAIRS 2009 - 2008
- [j17]Klaus-Dieter Althoff, Ralph Bergmann:
ECCBR 2008. Künstliche Intell. 22(1): 74 (2008) - [j16]Ralph Bergmann, Klaus-Dieter Althoff:
Computer Cooking Contest. Künstliche Intell. 22(1): 75 (2008) - [j15]Ralph Bergmann:
MATES 2008 - Call for Papers. Künstliche Intell. 22(1): 78 (2008) - [c49]Mirjam Minor, Daniel Schmalen, Ralph Bergmann:
XML-based Representation of Agile Workflows. Multikonferenz Wirtschaftsinformatik 2008 - [e6]Klaus-Dieter Althoff, Ralph Bergmann, Mirjam Minor, Alexandre Hanft:
Advances in Case-Based Reasoning, 9th European Conference, ECCBR 2008, Trier, Germany, September 1-4, 2008. Proceedings. Lecture Notes in Computer Science 5239, Springer 2008, ISBN 978-3-540-85501-9 [contents] - [e5]Ralph Bergmann, Gabriela Lindemann, Stefan Kirn, Michal Pechoucek:
Multiagent System Technologies, 6th German Conference, MATES 2008, Kaiserslautern, Germany, September 23-26, 2008. Proceedings. Lecture Notes in Computer Science 5244, Springer 2008, ISBN 978-3-540-87804-9 [contents] - 2007
- [c48]Ralph Bergmann, Klaus-Dieter Althoff, Ulrich Furbach, Klaus Schmid:
Workshop Summary: Artificial Intelligence Methods for Ambient Intelligence. AmI Workshops 2007: 1-3 - [c47]Ralph Bergmann:
Ambient Intelligence for Decision Making in Fire Service Organizations. AmI 2007: 73-90 - [c46]Mirjam Minor, Alexander Tartakovski, Ralph Bergmann:
Representation and Structure-Based Similarity Assessment for Agile Workflows. ICCBR 2007: 224-238 - [c45]Markus Nick, Klaus-Dieter Althoff, Ralph Bergmann:
Experience Management. LWA 2007: 339 - [c44]Mirjam Minor, Alexander Tartakovski, Ralph Bergmann:
Representation and Structure-Based Similarity Assessment for Agile Workflows. LWA 2007: 341 - [c43]Mirjam Minor, Daniel Schmalen, Andreas Koldehoff, Ralph Bergmann:
Structural Adaptation of Workflows Supported by a Suspension Mechanism stand by Case-Based Reasoning. WETICE 2007: 370-375 - [c42]Andrea Freßmann, Ralph Bergmann, Brian Taylor, Ben Diamond, Gary Carr-Smith:
Mobile Knowledge Management Support in Fire Service Organisations. Wirtschaftsinformatik (2) 2007: 557-574 - 2006
- [c41]Ralph Bergmann, Babak Mougouie:
Finding Similar Deductive Consequences - A New Search-Based Framework for Unified Reasoning from Cases and General Knowledge. ECCBR 2006: 271-285 - [c40]Ralph Bergmann, Andrea Freßmann, Kerstin Maximini, Rainer Maximini, Thomas Sauer:
Case-Based Support for Collaborative Business. ECCBR 2006: 519-533 - [c39]Stephanie Müller, Nils Kritzler, Alexander Tartakovski, Ralph Bergmann, Ralph Traphöner:
Knowledge Search within a Company-WIKI. LWA 2006: 209-214 - [c38]Mirjam Minor, Daniel Schmalen, Ralph Bergmann, Andreas Koldehoff:
Flexible Workflows for Knowledge Management in the Digital Design. LWA 2006: 215-220 - [c37]Mirjam Minor, Andreas Koldehoff, Daniel Schmalen, Ralph Bergmann:
Flexible Workflows for Digital Design in the Nano Era. WETICE 2006: 273-278 - 2005
- [j14]Ralph Bergmann, Janet L. Kolodner, Enric Plaza:
Representation in case-based reasoning. Knowl. Eng. Rev. 20(3): 209-213 (2005) - [j13]Michael T. Cox, Héctor Muñoz-Avila, Ralph Bergmann:
Case-based planning. Knowl. Eng. Rev. 20(3): 283-287 (2005) - [c36]Alexander Tartakovski, Martin Schaaf, Ralph Bergmann:
Retrieval and Configuration of Life Insurance Policies. ICCBR 2005: 552-565 - [c35]Andrea Freßmann, Thomas Sauer, Ralph Bergmann:
Collaboration Patterns for Adaptive Software Engineering Processes. SOAS 2005: 304-312 - [e4]Klaus-Dieter Althoff, Andreas Dengel, Ralph Bergmann, Markus Nick, Thomas Roth-Berghofer:
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. DFKI, Kaiserslautern 2005, ISBN 3-00-016020-5 [contents] - [e3]Klaus-Dieter Althoff, Andreas Dengel, Ralph Bergmann, Markus Nick, Thomas Roth-Berghofer:
Professional Knowledge Management, Third Biennial Conference, WM 2005, Kaiserslautern, Germany, April 10-13, 2005, Revised Selected Papers. Lecture Notes in Computer Science 3782, Springer 2005, ISBN 3-540-30465-7 [contents] - 2004
- [j12]Martin Schaaf, Andrea Freßmann, Rainer Maximini, Ralph Bergmann, Alexander Tartakovski, Martin Radetzki:
Intelligent IP retrieval driven by application requirements. Integr. 37(4): 253-287 (2004) - [c34]Alexander Tartakovski, Martin Schaaf, Rainer Maximini, Ralph Bergmann:
MINLP Based Retrieval of Generalized Cases. ECCBR 2004: 404-418 - 2003
- [j11]Ralph Bergmann, Martin Schaaf:
Structural Case-Based Reasoning and Ontology-Based Knowledge Management: A Perfect Match? J. Univers. Comput. Sci. 9(7): 608-626 (2003) - [c33]Kerstin Maximini, Rainer Maximini, Ralph Bergmann:
An Investigation of Generalized Cases. ICCBR 2003: 261-275 - [c32]Babak Mougouie, Michael M. Richter, Ralph Bergmann:
Diversity-Conscious Retrieval from Generalized Cases: A Branch and Bound Algorithm. ICCBR 2003: 319-221 - [c31]Martin Schaaf, Andrea Freßmann, Marco A. Spinelli, Rainer Maximini, Ralph Bergmann:
A Knowledge Representation Format for Virtual IP Marketplaces. ICCBR 2003: 509-521 - [c30]Ralph Bergmann, Martin Schaaf:
On the Relations between Structural Case-based Reasoning and Ontologz-based Knowledge Management. Wissensmanagement 2003: 279-286 - [c29]Rainer Maximini, Alexander Tartakovski, Ralph Bergmann:
Investigating different Methods for efficient Retrieval of Generalized Cases. Wissensmanagement 2003: 303-304 - 2002
- [b3]Ralph Bergmann:
Experience Management: Foundations, Development Methodology, and Internet-Based Applications. Lecture Notes in Computer Science 2432, Springer 2002, ISBN 3-540-44191-3 - [j10]Ralph Bergmann, Padraig Cunningham:
Acquiring Customers' Requirements in Electronic Commerce. Artif. Intell. Rev. 18(3-4): 163-193 (2002) - [c28]Dirk Krechel, Ralph Bergmann, Kerstin Maximini, Aldo von Wangenheim:
A Framework for Radiological Assistant Systems. CBMS 2002: 179-184 - [c27]Ralph Bergmann, Rainer Maximini, Martin Schaaf:
Experience Management for Electronic Design Reuse through Quality-Oriented IP Selection. German Workshop on Experience Management 2002: 11-22 - [c26]Babak Mougouie, Ralph Bergmann:
Similarity Assessment for Generalizied Cases by Optimization Methods. ECCBR 2002: 249-263 - [c25]Martin Schaaf, Rainer Maximini, Ralph Bergmann, Carsten Tautz, Ralph Traphöner:
Supporting Electronic Design Reuse by Integrating Quality-Criteria into CBR-Based IP Selection. ECCBR 2002: 628-641 - 2001
- [j9]Klaus-Dieter Althoff, Ralph Bergmann, Karl Branting:
The Third International Conference on Case-Based Reasoning (ICCBR '99). AI Mag. 22(1): 116-118 (2001) - [j8]Padraig Cunningham, Ralph Bergmann, Sascha Schmitt, Ralph Traphöner, Sean Breen, Barry Smyth:
WEBSELL: Intelligent Sales Assistants for the World Wide Web. Künstliche Intell. 15(1): 28-32 (2001) - [j7]Ralph Bergmann, Wolfgang Wilke:
Electronic Commerce - Serviceteil. Künstliche Intell. 15(1): 44 (2001) - [c24]Ralph Bergmann, Sascha Schmitt:
A Formal Approach to Dialogs with Online Customers. Bled eConference 2001: 2 - [c23]Ralph Bergmann:
Highlights of the European INRECA Projects. ICCBR 2001: 1-15 - [c22]Andreas Kohlmaier, Sascha Schmitt, Ralph Bergmann:
A Similarity-Based Approach to Attribute Selection in User-Adaptive Sales Dialogs. ICCBR 2001: 306-320 - 2000
- [c21]Jürgen Schumacher, Ralph Bergmann:
An Efficient Approach to Similarity-Based Retrieval on Top of Relational Databases. EWCBR 2000: 273-284 - [c20]Armin Stahl, Ralph Bergmann:
Applying Recursive CBR for the Custumization of Structured Products in an Electronic Shop. EWCBR 2000: 297-308
1990 – 1999
- 1999
- [b2]Ralph Bergmann, Klaus-Dieter Althoff, Sean Breen, Mehmet H. Göker, Michel Manago, Ralph Traphöner, Stefan Wess:
Developing Industrial Case-Based Reasoning Applications: The INRECA-Methodology. Lecture Notes in Computer Science 1612, Springer 1999, ISBN 3-540-66182-4 - [c19]Ralph Bergmann, Ivo Vollrath:
Generalized Cases: Representation and Steps Towards Efficient Similarity Assessment. KI 1999: 195-206 - [c18]Jochem Hüllen, Ralph Bergmann, Frank Weberskirch:
WebPlan - Dynamic Planning for Domain-Specific Search in the Internet. PuK 1999 - [e2]Klaus-Dieter Althoff, Ralph Bergmann, Karl Branting:
Case-Based Reasoning and Development, Third International Conference, ICCBR-99, Seeon Monastery, Germany, July 27-30, 1999, Proceedings. Lecture Notes in Computer Science 1650, Springer 1999, ISBN 3-540-66237-5 [contents] - 1998
- [j6]Klaus-Dieter Althoff, Ralph Bergmann, Stefan Wess, Michel Manago, Eric Auriol, Oleg I. Larichev, Alexander Bolotov, Yurii I. Zhuravlev, Serge I. Gurov:
Case-based reasoning for medical decision support tasks: The Inreca approach. Artif. Intell. Medicine 12(1): 25-41 (1998) - [j5]Ivo Vollrath, Wolfgang Wilke, Ralph Bergmann:
Case-Based Reasoning Support for Online Catalog Sales. IEEE Internet Comput. 2(4): 47-54 (1998) - [c17]Ralph Bergmann, Wolfgang Wilke:
Towards a New Formal Model of Transformational Adaptation in Case-Based Reasoning. ECAI 1998: 53-57 - [c16]Ralph Bergmann, Armin Stahl:
Similarity Measures for Object-Oriented Case Representations. EWCBR 1998: 25-36 - [c15]Mehmet H. Göker, Thomas Roth-Berghofer, Ralph Bergmann, Thomas Pantleon, Ralph Traphöner, Stefan Wess, Wolfgang Wilke:
The Development of HOMER: A Case-Based CAD/CAM Help-Desk Support Tool. EWCBR 1998: 346-357 - [c14]Ralph Bergmann, Sean Breen, Emmanuelle Fayol, Mehmet H. Göker, Michel Manago, Sascha Schmitt, Jürgen Schumacher, Armin Stahl, Stefan Wess, Wolfgang Wilke:
Collecting Experience on the Systematic Development of CBR Applications Using the INRECA Methodology. EWCBR 1998: 460-470 - [c13]Ralph Bergmann, Hector Muñoz-Avila, Manuela M. Veloso, Erica Melis:
CBR Applied to Planning. Case-Based Reasoning Technology 1998: 169-200 - [c12]Ralph Bergmann, Klaus-Dieter Althoff:
Methodology for Building CBR Applications. Case-Based Reasoning Technology 1998: 299-326 - [c11]Wolfgang Wilke, Ralph Bergmann:
Techniques and Knowledge Used for Adaptation During Case-Based Problem Solving. IEA/AIE (Vol. 2) 1998: 497-506 - 1997
- [c10]Ralph Bergmann, Wolfgang Wilke, Jürgen Schumacher:
Using Software Process Modeling for Building a Case-Based Reasoning Methodology: Basis Approach and Case Study. ICCBR 1997: 509-518 - 1996
- [b1]Ralph Bergmann:
Effizientes Problemlösen durch flexible Wiederverwendung von Fällen auf verschiedenen Abstraktionsebenen. University of Kaiserslautern, DISKI 138, Infix Verlag, St. Augustin, Germany 1996, ISBN 3-89601-138-3 - [j4]Manuela M. Veloso, Hector Muñoz-Avila, Ralph Bergmann:
Case-Based Planning: Selected Methods and Systems. AI Commun. 9(3): 128-137 (1996) - [j3]Ralph Bergmann, Hector Muñoz-Avila, Manuela M. Veloso:
Fallbasiertes Planen: ausgewählte Methoden und Systeme. Künstliche Intell. 10(1): 22-28 (1996) - [j2]Wolfgang Wilke, Ralph Bergmann, Klaus-Dieter Althoff:
Fallbasiertes Schließen zur Kreditwürdigkeitsprüfung. Künstliche Intell. 10(4): 26-33 (1996) - [c9]Ralph Bergmann, Wolfgang Wilke:
On the Role of Abstraction in Case-Based Reasoning. EWCBR 1996: 28-43 - [c8]Wolfgang Wilke, Ralph Bergmann:
Considering Decision Cost During Learning of Feature Weights. EWCBR 1996: 460-472 - 1995
- [j1]Ralph Bergmann, Wolfgang Wilke:
Building and Refining Abstract Planning Cases by Change of Representation Language. J. Artif. Intell. Res. 3: 53-118 (1995) - [c7]Ralph Bergmann, Wolfgang Wilke:
Learning Abstract Planning Cases. ECML 1995: 55-76 - [i1]Ralph Bergmann, Wolfgang Wilke:
Building and Refining Abstract Planning Cases by Change of Representation Language. CoRR abs/cs/9507101 (1995) - 1994
- [c6]Ralph Bergmann, Wolfgang Wilke:
Lernen von Abstraktionshierarchien zur Optimierung der Auswahl von maschinell abstrahierten Plänen. PuK 1994: 34-45 - [e1]Ralph Bergmann, Jürgen Paulokat, Anna-Maria Schoeller, Holger Wache:
PuK-94, 8. Workshop "Planen und Konfigrieren", 18.-19. April 1994, Kaiserslautern, Proceedings. SEKI Working Paper SWP-94-01, Universität und DFKI Kaiserslautern 1994 [contents] - 1993
- [c5]Ralph Bergmann, Gerhard Pews, Wolfgang Wilke:
Explanation-Based Similarity: A Unifying Approach for Integrating Domain Knowledge into Case-Based Reasoning for Diagnosis and Planning Tasks. EWCBR 1993: 182-196 - [c4]Ralph Bergmann:
Learning Hierarchically Clustered Shared Plan Abstractions as Problem Solving Knowledge with High Utility for Planning. PuK 1993: 97-108 - 1992
- [c3]Ralph Bergmann:
Learning Plan Abstractions. GWAI 1992: 187-198 - 1991
- [c2]Ralph Bergmann:
Knowledge Acquisition by Generating Skeletal Plans from Real World Cases. Contemporary Knowledge Engineering and Cognition 1991: 125-133 - [c1]Franz Schmalhofer, Ralph Bergmann, Otto Kühn, Gabriele Schmidt:
Using Integrated Knowledge Acquisition to Prepare Sophisticated Expert Plans for Their Re-Use in Novel Situations. GWAI 1991: 62-71
Coauthor Index
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