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  2021 (6)
Using Expert Knowledge for Masking Irrelevant Data Streams in Siamese Networks for the Detection and Prediction of Faults. Klein, P.; Weingarz, N.; and Bergmann, R. In 2021 International Joint Conference on Neural Networks (IJCNN), pages 1-10, 2021.
Using Expert Knowledge for Masking Irrelevant Data Streams in Siamese Networks for the Detection and Prediction of Faults [pdf]Paper   doi   link   bibtex  
ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks. Hoffmann, M.; Malburg, L.; and Bergmann, R. In Marrella, A.; and Weber, B., editor(s), Business Process Management Workshops - BPM 2021 International Workshops, Rome, Italy, September 6 - 10, 2021, of Lecture Notes in Business Information Processing, 2021. Springer. Accepted for publication.
link   bibtex   abstract  
Object Detection for Smart Factory Processes by Machine Learning. Malburg, L.; Rieder, M.; Seiger, R.; Klein, P.; and Bergmann, R. Procedia Computer Science, 184: 581–588. 2021. Best Paper.
Object Detection for Smart Factory Processes by Machine Learning [pdf]Paper   doi   link   bibtex   abstract  
Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning. Malburg, L.; Hoffmann, M.; Trumm, S.; and Bergmann, R. In Proceedings of the 34th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2021, North Miami Beach, Florida, USA, 2021. Best Student Paper.
Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning [pdf]Paper   doi   link   bibtex   abstract  
Informed Machine Learning for Improved Similarity Assessment in Process-Oriented Case-Based Reasoning. Hoffmann, M.; and Bergmann, R. CoRR, abs/2106.15931. 2021. Presented at the IJCAI-21 workshop on Deep Learning, Case-Based Reasoning, and AutoML: Present and Future Synergies, Montreal, August 21-26
Informed Machine Learning for Improved Similarity Assessment in Process-Oriented Case-Based Reasoning [pdf]Paper   link   bibtex  
Fault Detection and Condition Monitoring in District Heating Using Smart Meter Data. Theusch, F.; Klein, P.; Bergmann, R.; Wilke, W.; Bock, W.; and Weber, A. In Proceedings of the European Conference of the PHM Society 2021, 2021. Accepted for publication.
Fault Detection and Condition Monitoring in District Heating Using Smart Meter Data [pdf]Paper   link   bibtex  
  2020 (12)
A Time-Series Similarity Measure for Case-Based Deviation Management to Support Flexible Workflow Execution. Schake, E.; Grumbach, L.; and Bergmann, R. In Watson, I.; and Weber, R., editor(s), Case-Based Reasoning Research and Development: 28th International Conference, ICCBR 2020, Salamanca, Spain, June 8-12, 2020, Proceedings, of Lecture Notes in Artificial Intelligence, 2020. Springer Accepted for publication. The original publication will be available at www.springerlink.com
A Time-Series Similarity Measure for Case-Based Deviation Management to Support Flexible Workflow Execution [pdf]Paper   link   bibtex  
Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning. Hoffmann, M.; Malburg, L.; Klein, P.; and Bergmann, R. In Watson, I.; and Weber, R. O., editor(s), Case-Based Reasoning Research and Development - 28th International Conference, ICCBR 2020, Salamanca, Spain, June 8-12, 2020, Proceedings, volume 12311, of Lecture Notes in Computer Science, pages 229–244, 2020. Springer The original publication is available at www.springerlink.com
Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning [pdf]Paper   doi   link   bibtex   abstract  
A*-Based Similarity Assessment of Semantic Graphs. Zeyen, C.; and Bergmann, R. In Watson, I.; and Weber, R. O., editor(s), Case-Based Reasoning Research and Development - 28th International Conference, ICCBR 2020, Salamanca, Spain, June 8-12, 2020, Proceedings, volume 12311, of Lecture Notes in Computer Science, pages 17–32, 2020. Springer The original publication is available at www.springerlink.com
A*-Based Similarity Assessment of Semantic Graphs [pdf]Paper   doi   link   bibtex  
Enhancing Siamese Neural Networks through Expert Knowledge for Predictive Maintenance. Klein, P.; Weingarz, N.; and Bergmann, R. In IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, volume 1325, of Communications in Computer and Information Science, 2020. Springer International Publishing. The original publication is available at www.springerlink.com
Enhancing Siamese Neural Networks through Expert Knowledge for Predictive Maintenance [pdf]Paper   doi   link   bibtex   abstract  
Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0. Malburg, L.; Klein, P.; and Bergmann, R. In Panetto, H.; Madani, K.; and Smirnov, A. V., editor(s), Proceedings of the International Conference on Innovative Intelligent Industrial Production and Logistics, IN4PL 2020, Budapest, Hungary, November 2-4, 2020, pages 32-43, 2020. SCITEPRESS.
Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0 [pdf]Paper   doi   link   bibtex   abstract  
Process Mining for Case Acquisition in Oncology: A Systematic Literature Review. Grüger, J.; Bergmann, R.; Kazik, Y.; and Kuhn, M. In Proceedings of the LWDA 2020 Workshops: KDML, FGWM, FGWI-BIA, and FGDB, pages 162–173, 2020. CEUR-WS.org
Process Mining for Case Acquisition in Oncology: A Systematic Literature Review [pdf]Paper   link   bibtex  
INWEND: Using CBR to automate legal assessment in the context of the EU General Data Protection Regulation. Dietrich, C.; Schriml, S.; Bergmann, R.; and Raue, B. In Proceedings of the LWDA 2020 Workshops: KDML, FGWM, FGWI-BIA, and FGDB, pages 192–201, 2020. CEUR-WS.org
INWEND: Using CBR to automate legal assessment in the context of the EU General Data Protection Regulation [pdf]Paper   link   bibtex  
Using Physical Factory Simulation Models for Business Process Management Research. Malburg, L.; Seiger, R.; Bergmann, R.; and Weber, B. In del-Río-Ortega , A.; Leopold, H.; and Santoro, F. M., editor(s), Business Process Management Workshops - BPM 2020 International Workshops, Sevilla, Spain, September 13 - 18, 2020, volume 397, of Lecture Notes in Business Information Processing, pages 95–107, 2020. Springer The original publication is available at www.springerlink.com
Using Physical Factory Simulation Models for Business Process Management Research [pdf]Paper   doi   link   bibtex   abstract  
The ReCAP Corpus: A Corpus of Complex Argument Graphs on German Education Politics. Dumani, L.; Biertz, M.; Witry, A.; Ludwig, A.; Lenz, M.; Ollinger, S.; Bergmann, R.; and Schenkel, R. 2020.
The ReCAP Corpus: A Corpus of Complex Argument Graphs on German Education Politics [pdf]Paper   link   bibtex  
Same Side Stance Classification Task: Facilitating Argument Stance Classification by Fine-tuning a BERT Model. Ollinger, S.; Dumani, L.; Sahitaj, P.; Bergmann, R.; and Schenkel, R. 2020.
Same Side Stance Classification Task: Facilitating Argument Stance Classification by Fine-tuning a BERT Model [link]Paper   link   bibtex  
The ReCAP Project – Similarity Methods for Finding Arguments and Argument Graphs. Bergmann, R.; Biertz, M.; Dumani, L.; Lenz, M.; Ludwig, A.; Neumann, P. J.; Ollinger, S.; Sahitaj, P.; Schenkel, R.; and Witry, A. Datenbank-Spektrum. 2020. Accepted for publication.
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The 27th International Conference on Case-Based Reasoning. Althoff, K.; Bach, K.; Bergmann, R.; and Marling, C. AI Magazine, 41(1): 101–102. 2020.
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  2019 (12)
Utilizing Ontology-Based Reasoning to Support the Execution of Knowledge-Intensive Processes. Maletzki, C.; Rietzke, E.; Grumbach, L.; Bergmann, R.; and Kuhn, N. In Business Process Management Workshops - BPM 2019 International Workshops, 2019.
Utilizing Ontology-Based Reasoning to Support the Execution of Knowledge-Intensive Processes [pdf]Paper   link   bibtex  
Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning. Zeyen, C.; Malburg, L.; and Bergmann, R. In Bach, K.; and Marling, C., editor(s), Case-Based Reasoning Research and Development: 27th International Conference, ICCBR 2019, Otzenhausen, Germany, September 8-12, 2019, Proceedings, of Lecture Notes in Artificial Intelligence, pages 388–403, 2019. Springer The original publication is available at www.springerlink.com
Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning [pdf]Paper   doi   link   bibtex   abstract  
Clustering of Argument Graphs Using Semantic Similarity Measures. Block, K.; Trumm, S.; Sahitaj, P.; Ollinger, S.; and Bergmann, R. In KI 2019: Advances in Artificial Intelligence: 42nd German Conference on AI, Kassel, Germany, September 23–26, 2019, Proceedings, 2019. Springer Accepted for publication. The original publication will be available at www.springerlink.com
Clustering of Argument Graphs Using Semantic Similarity Measures [pdf]Paper   link   bibtex   abstract  
Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning. Klein, P.; Malburg, L.; and Bergmann, R. In Bach, K.; and Marling, C., editor(s), Case-Based Reasoning Research and Development: 27th International Conference, ICCBR 2019, Otzenhausen, Germany, September 8-12, 2019, Proceedings, pages 188–203, 2019. Springer. The original publication is available at www.springerlink.com
Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning [pdf]Paper   doi   link   bibtex   abstract  
ProCAKE: A Process-Oriented Case-Based Reasoning Framework. Bergmann, R.; Grumbach, L.; Malburg, L.; and Zeyen, C. In Kapetanakis, S.; and Borck, H., editor(s), Workshops Proceedings for the Twenty-seventh International Conference on Case-Based Reasoning co-located with the Twenty-seventh International Conference on Case-Based Reasoning (ICCBR 2019), Otzenhausen, Germany, September 8-12, 2019, volume 2567, of CEUR Workshop Proceedings, pages 156–161, 2019. CEUR-WS.org
ProCAKE: A Process-Oriented Case-Based Reasoning Framework [pdf]Paper   link   bibtex   abstract  
FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies. Klein, P.; Malburg, L.; and Bergmann, R. In Jäschke, R.; and Weidlich, M., editor(s), Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", Berlin, Germany, September 30 - October 2, 2019., volume 2454, of CEUR Workshop Proceedings, pages 253–264, 2019. CEUR-WS.org
FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies [pdf]Paper   link   bibtex   abstract  
Semantic Textual Similarity Measures for Case-Based Retrieval of Argument Graphs. Lenz, M.; Ollinger, S.; Sahitaj, P.; and Bergmann, R. In Bach, K.; and Marling, C., editor(s), Case-Based Reasoning Research and Development: 27th International Conference, ICCBR 2019, Otzenhausen, Germany, September 8-12, 2019, Proceedings, pages 219–234, 2019. Springer. The original publication is available at www.springerlink.com
Semantic Textual Similarity Measures for Case-Based Retrieval of Argument Graphs [pdf]Paper   doi   link   bibtex  
Generation of Complex data for AI-Based Predictive Maintenance Research With a Physical Factory Model. Klein, P.; and Bergmann, R. In 16th International Conference on Informatics in Control Automation and Robotics, ICINCO 2019, Prague, Czech Republic, Proceedings , volume 1, pages 40-50, 2019. INSTICC, SciTePress.
Generation of Complex data for AI-Based Predictive Maintenance Research With a Physical Factory Model [pdf]Paper   doi   link   bibtex  
Similarity Measures for Case-Based Retrieval of Natural Language Argument Graphs in Argumentation Machines. Bergmann, R.; Lenz, M.; Ollinger, S.; and Pfister, M. In Proceedings of the 32nd Intert. Florida Art. Int. Research Society Conf., FLAIRS 2019, Sarasota, Florida, USA, 2019. AAAI-Press
Similarity Measures for Case-Based Retrieval of Natural Language Argument Graphs in Argumentation Machines [pdf]Paper   link   bibtex  
Towards Case-Based Deviation Management for Flexible Workflows. Grumbach, L.; and Bergmann, R. In Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", LWDA 2019, Berlin, Germany, September 30 - October 2, 2019., 2019.
Towards Case-Based Deviation Management for Flexible Workflows [pdf]Paper   link   bibtex  
SEMAFLEX: A novel approach for implementing workflow flexibility by deviation based on constraint satisfaction problem solving. Grumbach, L.; and Bergmann, R. Expert Systems, 34(4). 2019.
doi   link   bibtex  
ODD-BP - an Ontology- and Data-Driven Business Process Model. Rietzke, E.; Bergmann, R.; and Kuhn, N. In Jäschke, R.; and Weidlich, M., editor(s), Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", Berlin, Germany, September 30 - October 2, 2019, volume 2454, of CEUR Workshop Proceedings, pages 310–321, 2019. CEUR-WS.org
ODD-BP - an Ontology- and Data-Driven Business Process Model [pdf]Paper   link   bibtex  
  2018 (8)
SEMANAS - Semantic Support for Grant Application Processes. Grumbach, L.; Rietzke, E.; Schwinn, M.; Bergmann, R.; and Kuhn, N. In Lernen. Wissen. Daten. Analysen. (LWDA 2018), of CEUR Workshop Proceedings, 2018.
SEMANAS - Semantic Support for Grant Application Processes [pdf]Paper   link   bibtex  
Considering Nutrients during the Generation of Recipes by Process-Oriented Case-based Reasoning. Zeyen, C.; Hoffmann, M.; Müller, G.; and Bergmann, R. In Cox, M. T.; Funk, P.; and Begum, S., editor(s), Case-Based Reasoning Research and Development: 26th International Conference, ICCBR 2018, Stockholm, Sweden, July 9-12, 2018, Proceedings, volume 11156, of Lecture Notes in Artificial Intelligence, pages 464–479, 2018. Springer The original publication is available at www.springerlink.com
Considering Nutrients during the Generation of Recipes by Process-Oriented Case-based Reasoning [pdf]Paper   link   bibtex  
Towards Scientific Workflows and Computer Simulation as a Method in Digital Humanities. Lebherz, D. S.; Zeyen, C.; Hess, J.; Bergmann, R.; Timm, I. J.; Burch, T.; Hildenbrandt, V.; and Moulin, C. In Burghardt, M.; and Müller-Birn, C., editor(s), GI-Workshop: Im Spannungsfeld zwischen Tool-Building und Forschung auf Augenhöhe - Informatik und die Digital Humanities, INF-DH 2018, 25.9.2018, Berlin, Germany, 2018. Gesellschaft für Informatik e.V.
Towards Scientific Workflows and Computer Simulation as a Method in Digital Humanities [pdf]Paper   link   bibtex  
Towards an Interactive Workflow Modeling Assistance by Means of Case-Based Reasoning. Zeyen, C.; and Bergmann, R. In Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", LWDA 2018, volume 2191, of CEUR Workshop Proceedings, pages 355–360, 2018. CEUR-WS.org
Towards an Interactive Workflow Modeling Assistance by Means of Case-Based Reasoning [pdf]Paper   link   bibtex  
Data Generation with a Physical Model to Support Machine Learning Research for Predictive Maintenance. Klein, P.; and Bergmann, R. In Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", LWDA 2018, volume 2191, pages 179–190, 2018. CEUR-WS.org
Data Generation with a Physical Model to Support Machine Learning Research for Predictive Maintenance [pdf]Paper   link   bibtex   abstract  
Query Model and Similarity-Based Retrieval for Workflow Reuse in the Digital Humanities. Malburg, L.; Münster, N.; Zeyen, C.; and Bergmann, R. In Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", LWDA 2018, volume 2191, pages 251–262, 2018. CEUR-WS.org
Query Model and Similarity-Based Retrieval for Workflow Reuse in the Digital Humanities [pdf]Paper   link   bibtex   abstract  
A Conversational Approach to Process-Oriented Case-based Reasoning. Zeyen, C.; Müller, G.; and Bergmann, R. In Lang, J., editor(s), Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, IJCAI 2018, July 13-19, 2018, Stockholm, Sweden., pages 5404–5408, 2018. ijcai.org
A Conversational Approach to Process-Oriented Case-based Reasoning [pdf]Paper   doi   link   bibtex  
ReCAP - Information Retrieval and Case-Based Reasoning for Robust Deliberation and Synthesis of Arguments in the Political Discourse. Bergmann, R.; Schenkel, R.; Dumani, L.; and Ollinger, S. In Lernen. Wissen. Daten. Analysen. (LWDA 2018), of CEUR Workshop Proceedings, 2018. Accepted for publication
ReCAP - Information Retrieval and Case-Based Reasoning for Robust Deliberation and Synthesis of Arguments in the Political Discourse [pdf]Paper   link   bibtex  
  2017 (10)
Similarity-based Retrieval and Automatic Adaptation of Semantic Workflows. Bergmann, R.; and Müller, G. In Nalepa, G. J.; and Baumeister, J., editor(s), Synergies Between Knowledge Engineering and Software Engineering, of Advances in Intelligent Systems and Computing, pages 31–54. Springer, 2017.
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Complexity-Aware Generation of Workflows by Process-Oriented Case-Based Reasoning. Müller, G.; and Bergmann, R. In KI - 40th German Conference on Artificial Intelligence September 25-29th, 2017: Dortmund, Germany, volume 2017, of Lecture Notes in Computer Science, pages 207–221, 2017. Springer The original publication is available at www.springerlink.com
Complexity-Aware Generation of Workflows by Process-Oriented Case-Based Reasoning [pdf]Paper   link   bibtex  
EVER: Extraction and Processing of Procedural Experience Knowledge in Workflows. Bergmann, R.; Minor, M.; Müller, G.; and Schumacher, P. In 3rd Workshop on Process Oriented Case-Based Reasoning, 2017. CEUR Workshop Proceedings
EVER: Extraction and Processing of Procedural Experience Knowledge in Workflows [pdf]Paper   link   bibtex  
Cooking made easy: On a novel approach to complexity-aware recipe generation. Bergmann, R.; and Müller, G. In Workshop of the 2017 Computer Cooking Contest, 2017. CEUR Workshop Proceedings
Cooking made easy: On a novel approach to complexity-aware recipe generation [pdf]Paper   link   bibtex  
Using Constraint Satisfaction Problem Solving to Enable Workflow Flexibility by Deviation. Grumbach, L.; and Bergmann, R. In Artificial Intelligence XXXIV, of Lecture Notes in Artificial Intelligence, Cambridge, 2017. Springer Best technical paper award
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Workflow Flexibility by Deviation by means of Constraint Satisfaction Problem Solving. Grumbach, L.; and Bergmann, R. In Lernen. Wissen. Daten. Analysen. (LWDA 2017), of CEUR Workshop Proceedings, pages 212, 2017.
Workflow Flexibility by Deviation by means of Constraint Satisfaction Problem Solving [pdf]Paper   link   bibtex  
Adaptive business process visualization for a data and constraint-based workflow approach. Rietzke, E.; Bergmann, R.; and Kuhn, N. In Lernen. Wissen. Daten. Analysen. (LWDA 2017), of CEUR Workshop Proceedings, pages 212, 2017.
Adaptive business process visualization for a data and constraint-based workflow approach [pdf]Paper   link   bibtex  
Semantically-Oriented Business Process Visualization for a Data and Constraint-Based Workflow Approach. Rietzke, E.; Bergmann, R.; and Kuhn, N. In BPM 2017 International Workshops, of Business Process Management Workshops, pages 142-150, 2017.
Semantically-Oriented Business Process Visualization for a Data and Constraint-Based Workflow Approach [pdf]Paper   link   bibtex  
Conversational retrieval of cooking recipes. Zeyen, C.; Müller, G.; and Bergmann, R. In Workshop of the 2017 Computer Cooking Contest, 2017. CEUR Workshop Proceedings
Conversational retrieval of cooking recipes [pdf]Paper   link   bibtex  
Conversational Process-Oriented Case-Based Reasoning. Zeyen, C.; Müller, G.; and Bergmann, R. In Aha, D. W.; and Lieber, J., editor(s), Case-Based Reasoning Research and Development: 25th International Conference, ICCBR 2017, Trondheim, Norway, June 26-28, 2017, Proceedings, volume 10339, of Lecture Notes in Artificial Intelligence, pages 403–419, 2017. Springer International Publishing The original publication is available at www.springerlink.com
Conversational Process-Oriented Case-Based Reasoning [pdf]Paper   link   bibtex  
  2016 (6)
EVER - Extraction and Processing of Procedural Experience Knowledge in Workflows. Bergmann, R.; Minor, M.; Müller, G.; and Schumacher, P. Technical Report Universität Trier, Lehrstuhl für Wirtschaftsinformatik II, 2016.
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SEMAFLEX - Semantic Integration of Flexible Workflow and Document Management. Grumbach, L.; Rietzke, E.; Schwinn, M.; Bergmann, R.; Kuhn, N.; Krestel, R.; Mottin, D.; and Müller, E. In Lernen. Wissen. Daten. Analysen. (LWDA 2016), volume 1670, of CEUR Workshop Proceedings, pages 43–50, 2016.
SEMAFLEX - Semantic Integration of Flexible Workflow and Document Management [pdf]Paper   link   bibtex  
Ähnlichkeitsbasiertes Retrieval von BPMN-2.0-Modellen. Pfister, M.; Fuchs, F.; and Bergmann, R. In Krestel, R.; Mottin, D.; and Müller, E., editor(s), Lernen. Wissen. Daten. Analysen. (LWDA 2016), volume 1670, of CEUR Workshop Proceedings, pages 54–61, 2016.
Ähnlichkeitsbasiertes Retrieval von BPMN-2.0-Modellen [pdf]Paper   link   bibtex  
Retrieving Adaptable Cases in Process-Oriented Case-Based Reasoning. Bergmann, R.; Müller, G.; Zeyen, C.; and Manderscheid, J. In Markov, Z.; and Russel, I., editor(s), Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, pages 419–424, Key Largo, Florida, USA, 2016. AAAI Press
Retrieving Adaptable Cases in Process-Oriented Case-Based Reasoning [pdf]Paper   link   bibtex   abstract  
On the Transferability of Process-oriented Cases. Minor, M.; Bergmann, R.; Müller, J.; and Spät, A. In Goel, A. K.; Diaz-Agudo, B.; and Roth-Berghofer, T., editor(s), Case-Based Reasoning Research and Development - 24nd International Conference, ICCBR 2016, Atlanta, USA. Proceedings, volume 9969, of Lecture Notes in Artificial Intelligence, pages 281–294, 2016. Springer The original publication is available at www.springerlink.com
On the Transferability of Process-oriented Cases [pdf]Paper   link   bibtex   abstract  
Case Completion of Workflows for Process-Oriented Case-Based Reasoning. Müller, G.; and Bergmann, R. In Goel, A.; Diaz-Agudo, B.; and Roth-Berghofer, T., editor(s), Case-Based Reasoning Research and Development - 24nd International Conference, ICCBR 2016, Atlanta, USA. Proceedings, volume 9969, of Lecture Notes in Artificial Intelligence, pages 295–310, 2016. Springer The original publication is available at www.springerlink.com
Case Completion of Workflows for Process-Oriented Case-Based Reasoning [pdf]Paper   link   bibtex   abstract  
  2015 (6)
CookingCAKE: A Framework for the adaptation of cooking recipes represented as workflows. Müller, G.; and Bergmann, R. In Computer Cooking Contest, Workshop Proceedings ICCBR 2015, Springer, 2015.
CookingCAKE: A Framework for the adaptation of cooking recipes represented as workflows [pdf]Paper   link   bibtex  
Social workflows - Vision and potential study. Görg, S.; and Bergmann, R. Information Systems, 50(0): 1–19. 2015. Only preprint of this article available for download
Social workflows - Vision and potential study [pdf]Paper   doi   link   bibtex  
Flexible Process-Aware Information Systems for Deficiency Management in Construction. Gessinger, S.; and Bergmann, R. In Bergmann, R.; Görg, S.; and Müller, G., editor(s), Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB, volume 1458, of CEUR Workshop Proceedings, pages 330–338, Trier, 2015.
Flexible Process-Aware Information Systems for Deficiency Management in Construction [pdf]Paper   link   bibtex  
POQL: A New Query Language for Process-Oriented Case-Based Reasoning. Müller, G.; and Bergmann, R. In Bergmann, R.; Görg, S.; and Müller, G., editor(s), Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB, volume 1458, of CEUR Workshop Proceedings, pages 247–255, Trier, 2015.
POQL: A New Query Language for Process-Oriented Case-Based Reasoning [pdf]Paper   link   bibtex  
Generalization of Workflows in Process-Oriented Case-Based Reasoning. Müller, G.; Bergmann, R.; Russel, I.; and Eberle, W. In 28th International FLAIRS Conference, pages 391–396, Hollywood (Florida), USA, 2015. AAAI Press
Generalization of Workflows in Process-Oriented Case-Based Reasoning [pdf]Paper   link   bibtex  
Learning and Applying Adaptation Operators in Process-Oriented Case-Based Reasoning. Müller, G.; and Bergmann, R. In Hüllermeier, E.; and Minor, M., editor(s), Case-Based Reasoning Research and Development - 23nd International Conference, ICCBR 2015, Frankfurt, Germany, September 28, 2015 - September 30, 2015. Proceedings, volume 9343, of Lecture Notes in Artificial Intelligence, pages 259–274, 2015. Spinger
Learning and Applying Adaptation Operators in Process-Oriented Case-Based Reasoning [pdf]Paper   link   bibtex  
  2014 (9)
Compositional Adaptation of Cooking Recipes using Workflow Streams. Müller, G.; and Bergmann, R. In Computer Cooking Contest, Workshop Proceedings ICCBR 2014, Springer, 2014. The original publication is available at www.springerlink.com
Compositional Adaptation of Cooking Recipes using Workflow Streams [pdf]Paper   link   bibtex  
Case-based adaptation of workflows. Minor, M.; Bergmann, R.; and Görg, S. Information Systems, 40: 142–152. 2014.
Case-based adaptation of workflows [link]Paper   doi   link   bibtex  
Similarity Assessment and Efficient Retrieval of Semantic Workfows. Bergmann, R.; and Gil, Y. Information Systems, 40: 115–127. 2014. Only preprint of this article available for download
Similarity Assessment and Efficient Retrieval of Semantic Workfows [pdf]Paper   doi   link   bibtex  
The Collaborative Agile Knowledge Engine CAKE. Bergmann, R.; Gessinger, S.; Görg, S.; and Müller, G. In Proceedings of the 18th International Conference on Supporting Group Work, of GROUP '14, pages 281–284, New York, NY, USA, 2014. ACM
The Collaborative Agile Knowledge Engine CAKE [pdf]Paper   doi   link   bibtex   abstract  
Enhancing experience reuse and learning. Bonjour, E.; Geneste, L.; and Bergmann, R. Knowledge-Based Systems, 68: 1 – 3. 2014.
Enhancing experience reuse and learning [link]Paper   doi   link   bibtex  
WEDA \textendash Web-basierte Erstellung, Wiederverwendung, Dokumentation und Ablaufunterstützung agiler Workflows. Abschussbericht. Bergmann, R.; and Görg, S. Technical Report Universität Trier, Lehrstuhl für Wirtschaftsinformatik II, 2014.
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A Hybrid CBR-ANN Approach to the Appraisal of Internet Domain Names. Dieterle, S.; and Bergmann, R. In Lamontagne, L.; and Plaza, E., editor(s), Case-Based Reasoning Research and Development, 22th International Conference on Case-Based Reasoning, ICCBR 2014, of Lecture Notes in Artificial Intelligence, pages 95–109, 2014. Springer The original publication is available at www.springerlink.com
A Hybrid CBR-ANN Approach to the Appraisal of Internet Domain Names [pdf]Paper   link   bibtex  
A Cluster-Based Approach to Improve Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning. Müller, G.; and Bergmann, R. In Schaub, T.; Friedrich, G.; and O'Sullivan, B., editor(s), 20th European Conference on Artificial Intelligence (ECAI 2014), pages 639–644, IOS Press, 2014. Preprint of this article available for download.
A Cluster-Based Approach to Improve Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning [pdf]Paper   link   bibtex  
Workflow Streams: A Means for Compositional Adaptation in Process-Oriented CBR. Müller, G.; and Bergmann, R. In Lamontagne, L.; and Plaza, E., editor(s), Case-Based Reasoning Research and Development - 22nd International Conference, ICCBR 2014, Cork, Ireland, September 29, 2014 - October 1, 2014. Proceedings, volume 8765, of Lecture Notes in Artificial Intelligence, pages 315–329, 2014. Springer Best phd student paper award. The original publication is available at www.springerlink.com
Workflow Streams: A Means for Compositional Adaptation in Process-Oriented CBR [pdf]Paper   link   bibtex  
  2013 (5)
Real-Time Collaboration and Experience Reuse For Cloud - Based Workflow Management Systems. Görg, S.; Bergmann, R.; Gessinger, S.; and Minor, M. In Workshop on Social Business Process Management (SBM 2013), 2013. IEEE Computer Society Press
Real-Time Collaboration and Experience Reuse For Cloud - Based Workflow Management Systems [pdf]Paper   link   bibtex  
Potentialanalyse des prozessorientierten Wissensmanagement für die Baubranche. Gessinger, S.; and Bergmann, R. In Sperker, H.; Henrich, A.; and Schmid, U., editor(s), LWA 2013 Lernen - Wissen - Adaption, pages 212–219, 2013. Otto-Friedrich-Universität Bamberg
Potentialanalyse des prozessorientierten Wissensmanagement für die Baubranche [pdf]Paper   link   bibtex  
Workflow Clustering Using Semantic Similarity Measures. Bergmann, R.; Müller, G.; and Wittkowsky, D. In Timm, I.; and Thimm, M., editor(s), KI 2013: Advances in Artificial Intelligence, volume 8077, of Lecture Notes in Artificial Intelligence, 2013. Springer The original publication is available at www.springerlink.com
Workflow Clustering Using Semantic Similarity Measures [pdf]Paper   link   bibtex  
MAC/FAC Retrieval of Semantic Workflows. Bergmann, R.; and Stromer, A. In Boonthum-Denecke, C.; and Youngblood, G. M., editor(s), Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, St. Pete Beach, May 22-25, 2013., pages 357 – 362, 2013. AAAI Press
MAC/FAC Retrieval of Semantic Workflows [pdf]Paper   link   bibtex  
A Resource Model for Cloud-Based Workflow Management Systems - Enabling Access Control, Collaboration and Reuse. Görg, S.; Bergmann, R.; Gessinger, S.; and Minor, M. In Proceedings of the 3rd International Conference on Cloud Computing and Services Science, Aachen, Germany, 2013, pages 263–272, 2013. SciTePress 2013
A Resource Model for Cloud-Based Workflow Management Systems - Enabling Access Control, Collaboration and Reuse [pdf]Paper   link   bibtex  
  2012 (4)
Scaling similarity-based retrieval of semantic workflows. Bergmann, Ralph; Minor, Mirjam; Islam, Siblee; Schumacher, Pol; and Stromer, Alexander In Lamontagne, Luc; and Recio-Garcia, Juan A., editor(s), ICCBR-Workshop on Process-oriented Case-Based Reasoning, pages 15–24, Lyon, 2012.
Scaling similarity-based retrieval of semantic workflows [pdf]Paper   link   bibtex  
Collecting, reusing and executing private workflows on social network platforms. Görg, S.; Bergmann, R.; Minor, M.; Gessinger, S.; and Islam, S. In Mille, A.; Gandon, F. L.; Misselis, J.; Rabinovich, M.; and Staab, S., editor(s), Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume), pages 747–750, 2012. ACM
Collecting, reusing and executing private workflows on social network platforms [pdf]Paper   link   bibtex  
Extraction of Procedural Knowledge from the Web. Schumacher, P.; Minor, M.; Walter, K.; and Bergmann, R. In Mille, A.; Gandon, F. L.; Misselis, J.; Rabinovich, M.; and Staab, S., editor(s), Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume), Lyon, France, 2012. ACM
Extraction of Procedural Knowledge from the Web [pdf]Paper   link   bibtex  
Case-Based Appraisal of Internet Domains. Dieterle, S.; and Bergmann, R. In Watson, I., editor(s), Case-Based Reasoning. Research and Development, 20th International Conference on Case-Based Reasoning, ICCBR 2012, volume 7466, of Lecture Notes in Artificial Intelligence, pages 47–61, 2012. Springer The original publication is available at www.springerlink.com
Case-Based Appraisal of Internet Domains [pdf]Paper   link   bibtex  
  2011 (5)
Workflow Extraction from Cooking Recipes. Walter, K.; Minor, M.; and Bergmann, R. In Diaz-Agudo, B.; and Cordier, A., editor(s), Proceedings of the ICCBR 2011 Workshops, pages 207–216, 2011.
Workflow Extraction from Cooking Recipes [pdf]Paper   link   bibtex  
Adaptive Workflow Management in the Cloud -Towards a Novel Platform as a Service. Minor, M.; Bergmann, R.; and Görg, S. In Proceedings of the ICCBR 2011 Workshops, pages 131–138, 2011.
Adaptive Workflow Management in the Cloud -Towards a Novel Platform as a Service [pdf]Paper   link   bibtex  
Retrieval of Semantic Workfows with Knowledge Intensive Similarity Measures. Bergmann, R.; Gil, Y.; Ram, A.; and Wiratunga, N. In Case-Based Reasoning. Research and Development, 19th International Conference on Case-Based Reasoning, ICCBR 2011, volume 6880, of Lecture Notes in Artificial Intelligence, pages 17–31, 2011. Springer The original publication is available at www.springerlink.com
Retrieval of Semantic Workfows with Knowledge Intensive Similarity Measures [pdf]Paper   link   bibtex  
Reasoning on Business Processes to Support Change Reuse. Minor, M.; Bergmann, R.; Görg, S.; and Walter, K. In Hofreiter, B.; Dubois, E.; Lin, K.; Setzer, T.; Godart, C.; Proper, E.; and Bodenstaff, L., editor(s), 13th IEEE Conference on Commerce and Enterprise Computing, CEC 2011, Luxembourg-Kirchberg, Luxembourg, September 5-7, 2011, pages 18–25, 2011. IEEE Computer Society
Reasoning on Business Processes to Support Change Reuse [link]Paper   link   bibtex  
Inverse Workflows for Supporting Agile Business Process Management. Sauer, T.; Minor, M.; and Bergmann, R. In Maier, R., editor(s), WM 2011: 6th Conference on Professional Knowledge Management, volume 182, of LNI, pages 204–213, 2011. Gesellschaft für Informatik (GI)
Inverse Workflows for Supporting Agile Business Process Management [pdf]Paper   link   bibtex  
  2010 (3)
Agile Workflow Technology for Long-Term Processes - Enhanced by Case-Based Change Reuse. Minor, M.; Tartakovski, A.; Schmalen, D.; and Bergmann, R. In Methodological Advancements in Intelligent Information Technologies: Evolutionary Trends, pages 279–298. IGI Global, 2010.
Agile Workflow Technology for Long-Term Processes - Enhanced by Case-Based Change Reuse [link]Paper   link   bibtex  
Adaptation of Cooking Instructions Following the Workflow Paradigm. Minor, M.; Bergmann, R.; Görg, S.; and Walter, K. In Marling, C., editor(s), ICCBR 2010 Workshop Proceedings, pages 199–208, 2010.
Adaptation of Cooking Instructions Following the Workflow Paradigm [pdf]Paper   link   bibtex  
Towards Case-Based Adaptation of Workflows. Minor, M.; Bergmann, R.; Görg, S.; and Walter, K. In Montani, S.; and Bichindaritz, I., editor(s), Case-Based Reasoning. Research and Development, 18th International Conference on Case-Based Reasoning, ICCBR 2010, Alessandria,Italy, July 19-22, 2010., volume 6176, of Lecture Notes in Artificial Intelligence, pages 421–435, 2010. Springer The original publication is available at www.springerlink.com
Towards Case-Based Adaptation of Workflows [pdf]Paper   link   bibtex  
  2009 (3)
Case-Based Reasoning - Introduction and Recent Developments. Bergmann, R.; Althoff, K.; Minor, M.; Reichle, M.; and Bach, K. Künstliche Intelligenz, 1/2009: 5–11. 2009.
Case-Based Reasoning - Introduction and Recent Developments [pdf]Paper   link   bibtex  
Cooking Cake. Fuchs, C.; Gimmler, C.; Günther, S.; Holthof, L.; and Bergmann, R. In Minor, M.; Stahl, A.; and Leake, D., editor(s), Computer Cooking Contest, Workshop Proceedings ICCBR 2010, pages 259 – 268, 2009.
Cooking Cake [pdf]Paper   link   bibtex  
Improving KD-Tree Based Retrieval for Attribute Dependent Generalized Cases. Bergmann, R.; and Tartakovski, A. In Lane, H. C.; and Guesgen, H. W., editor(s), Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, May 19-21, 2009, Sanibel Island, Florida, USA, 2009. AAAI Press
Improving KD-Tree Based Retrieval for Attribute Dependent Generalized Cases [pdf]Paper   link   bibtex  
  2008 (2)
Agile Workflow Technology and Case-Based Change Reuse for Long-Term Processes. Minor, M.; Tartakovski, A.; Schmalen, D.; and Bergmann, R. International Journal of Intelligent Information Technologies, 4(1): 80–98. 2008.
Agile Workflow Technology and Case-Based Change Reuse for Long-Term Processes [link]Paper   link   bibtex  
XML-based Representation of Agile Workflows. Minor, M.; Schmalen, D.; and Bergmann, R. In Bichler, M.; Hess, T.; Krcmar, H.; Lechner, U.; Matthes, F.; Picot, A.; Speitkamp, B.; and Wolf, P., editor(s), Multikonferenz Wirtschaftsinformatik 2008, pages 439–440, 2008. GITO-Verlag Berlin
XML-based Representation of Agile Workflows [pdf]Paper   link   bibtex  
  2007 (7)
Mobile Knowledge Management Support in Fire Service Organisations. Freßmann, A.; Bergmann, R.; Taylor, B.; Diamond, B.; and Carr-Smith, G. In Oberweis; Weinhardt; Gimpel; Koschmider; Pankratius; and Schnizler, editor(s), Tagungsband der 8. Internationalen Tagung der Wirtschaftsinformatik, volume 2, pages 557–574, 2007. Universitätsverlag Karlsruhe
Mobile Knowledge Management Support in Fire Service Organisations [pdf]Paper   link   bibtex  
Ambient Intelligence for Decision Making in Fire Service Organizations. Bergmann, R. In Schiele, B.; Dey, A. K.; Gellersen, H.; Ruyter, B. E. R. d.; Tscheligi, M.; Wichert, R.; Aarts, E. H. L.; and Buchmann, A. P., editor(s), Ambient Intelligence, European Conference, AmI 2007, Darmstadt, Germany, November 7-10, 2007, Proceedings, volume 4794, of Lecture Notes in Computer Science, pages 73–90, 2007. Springer The original publication is available at www.springerlink.com
Ambient Intelligence for Decision Making in Fire Service Organizations [pdf]Paper   link   bibtex  
Structural adaptation of workflows supported by a suspension mechanism and by case-based reasoning. Minor, M.; Schmalen, D.; Koldehoff, A.; and Bergmann, R. In Reddy, S. M., editor(s), Proceedings of the 16th IEEE International Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE'07), June 18 - 20, 2007, Paris, France, pages 370–375, 2007. IEEE Computer Society, Los Alamitos, California Best Paper
Structural adaptation of workflows supported by a suspension mechanism and by case-based reasoning [pdf]Paper   link   bibtex  
Using Ontology-Mapping Techniques for Content-based Result Merging. Giese, M.; Freßmann, A.; and Bergmann, R. In Gronau, N., editor(s), 4th Conference on Professional Knowledge Management - Experience and Visions, volume 2, pages 127–134, 2007. GITO-Verlag Berlin
Using Ontology-Mapping Techniques for Content-based Result Merging [pdf]Paper   link   bibtex  
Configurable Contexts for Experience Management. Minor, M.; Koldehoff, A.; Schmalen, D.; and Bergmann, R. In Gronau, N., editor(s), 4th Conference on Professional Knowledge Management - Experiences and Visions, volume 2, pages 119–126, March 2007. GITO-Verlag Berlin
Configurable Contexts for Experience Management [pdf]Paper   link   bibtex  
Representation and Structure-based Similarity Assessment for Agile Workflows. Minor, M.; Tartakovski, A.; and Bergmann, R. In Weber, R. O; and Richter, M. M, editor(s), Case-Based Reasoning Research and Development, 7th International Conference on Case-Based Reasoning, ICCBR 2007, Belfast, Northern Ireland, UK, August 2007, Proceedings, volume 4626, of Lecture Notes in Artificial Intelligence, pages 224–238, 2007. Springer The original publication is available at www.springerlink.com
Representation and Structure-based Similarity Assessment for Agile Workflows [pdf]Paper   link   bibtex  
Experience Management. Nick, M.; Althoff, K.; and Bergmann, R. KI - Künstliche Intelligenz, 21(2): 50–52. 2007.
Experience Management [pdf]Paper   link   bibtex  
  2006 (6)
Flexible Workflows for Knowledge Management in the Digital Design. Minor, M.; Koldehoff, A.; Schmalen, D.; and Bergmann, R. In Schaaf, M.; and Althoff, K., editor(s), LWA 2006 Lernen - Wissensentdeckung - Adaptivität, 9.-11.10.2006 in Hildesheim, pages 215 – 219, 2006.
Flexible Workflows for Knowledge Management in the Digital Design [pdf]Paper   link   bibtex  
Knowledge Search within a Company-WIKI. Müller, S.; Kritzler, N.; Tartakovski, A.; Bergmann, R.; and Traphöner, R. In Schaaf, M.; and Althoff, K., editor(s), LWA 2006 : Lernen - Wissensentdeckung - Adaptivität, pages 209–214, Hildesheim, 2006.
Knowledge Search within a Company-WIKI [pdf]Paper   link   bibtex  
Supporting Collaborative Business through Integration of Knowledge Distribution and Agile Process Management. Sauer, T.; Maximini, K.; Maximini, R.; and Bergmann, R. In Lehner, F.; Nösekabel, H.; and Kleinschmidt, P., editor(s), Multikonferenz Wirtschaftsinformatik 2006 (MKWI 2006), Teilkonferenz "Collaborative Business", pages 349–361, Passau, Germany, February 2006. GITO-Verlag Berlin
Supporting Collaborative Business through Integration of Knowledge Distribution and Agile Process Management [pdf]Paper   link   bibtex  
Flexible Workflows for Digital Design in the Nano Era. Minor, M.; Koldehoff, A.; Schmalen, D.; and Bergmann, R. In Weber, B.; and Mendling, J., editor(s), Proceedings of the Fifteenth IEEE International Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2006), Workshop ProFlex 2006, June 26 - 28, Manchester, UK, pages 273 – 278, 2006. IEEE Computer Society, Los Alamitos, California
Flexible Workflows for Digital Design in the Nano Era [pdf]Paper   link   bibtex  
Case-Based Support for Collaborative Business. Bergmann, R.; Freßmann, A.; Maximini, K.; Maximini, R.; and Sauer, T. In Roth-Berghofer, T.; Göker, M. H.; and Güvenir, H. A., editor(s), Advances in Case-Based Reasoning, 8th European Conference, ECCBR 2006, Fethiye, Turkey, September 4-7, 2006, Proceedings, volume 4106, of Lecture Notes in Artificial Intelligence, pages 519–533, 2006. Springer The original publication is available at www.springerlink.com
Case-Based Support for Collaborative Business [pdf]Paper   link   bibtex  
Finding Similar Deductive Consequences - A New Search-Based Framework for Unified Reasoning from Cases and General Knowledge. Bergmann, R.; and Mougouie, B. In Roth-Berghofer, T.; Göker, M.; and Güvenir, H. A., editor(s), Advances in Case-Based Reasoning - Proceedings of the 8th European Conference, ECCBR 2006, Fethiye, Turkey, volume 4106, of Lecture Notes in Artificial Intelligence, pages 271–285, 2006. Springer The original publication is available at www.springerlink.com
Finding Similar Deductive Consequences - A New Search-Based Framework for Unified Reasoning from Cases and General Knowledge [pdf]Paper   link   bibtex  
  2005 (4)
Collaboration Patterns for Adaptive Software Engineering Processes. Freßmann, A.; Sauer, T.; and Bergmann, R. In Czap, H.; Unland, R.; Branki, C.; and Tianfield, H., editor(s), Self-Organization and Autonomic Informatics (I), volume 135, pages 304–312, Amsterdam, Netherlands, 2005. IOS Press 1-58603-577-0
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Representation in case-based reasoning. Bergmann, R.; Kolodner, J.; and Plaza, E. The Knowledge Engineering Review, 20(3): 209–213. 2005.
Representation in case-based reasoning [link]Paper   link   bibtex  
Case-based planning. Cox, M.; Munoz-Avila, H.; and Bergmann, R. The Knowledge Engineering Review, 20(3): 283–287. 2005.
Case-based planning [link]Paper   link   bibtex  
Retrieval and Configuration of Life Insurance Policies. Tartakovski, A.; Schaaf, M.; and Bergmann, R. In Munoz-Avila, H.; and Ricci, F., editor(s), Sixth International Conference on Case-Based Reasoning (ICCBR 2005), volume 3620, of Lecture Notes in Artificial Intelligence, pages 552–565, Chicago, Illinois (USA), 2005. Springer The original publication is available at www.springerlink.com
Retrieval and Configuration of Life Insurance Policies [pdf]Paper   link   bibtex  
  2004 (2)
Intelligent IP Retrieval Driven by Application Requirements. Schaaf, M.; Freßmann, A.; Maximini, R.; Bergmann, R.; Tartakovski, A.; and Radetzki, M. Integration, the VLSI Journal, 37(4): 253–287. 2004.
Intelligent IP Retrieval Driven by Application Requirements [pdf]Paper   link   bibtex  
MINLP Based Retrieval of Generalized Cases, Proceedings of the 7th European Conference on Case Based Reasoning, ECCBR 2004. Tartakovski, A.; Schaaf, M.; Maximini, R.; and Bergmann, R. In Funk, P.; and Calero, P. A. G., editor(s), Advances in Case-Based Reasoning, 7th European Conference, ECCBR 2004, Madrid, Spain, August 30 - September 2, 2004, volume 3155, of LNAI, pages 404–418, Madrid, Spain, August 2004. Springer The original publication is available at www.springerlink.com
MINLP Based Retrieval of Generalized Cases, Proceedings of the 7th European Conference on Case Based Reasoning, ECCBR 2004 [pdf]Paper   link   bibtex  
  2003 (8)
Investigating different Methods for efficient Retrieval of Generalized Cases. Maximini, R.; Tartakovski, A.; and Bergmann, R. In Reimer, U.; Abecker, A.; Staab, S.; and Stumme, G., editor(s), WM 2003: Professionelles Wissesmanagement - Erfahrungen und Visionen, Beiträge der 2. Konferenz Professionelles Wissensmanagement, 2.-4. April 2003 in Luzern, volume 28, of LNI, pages 303–304, 2003. GI
Investigating different Methods for efficient Retrieval of Generalized Cases [pdf]Paper   link   bibtex  
Structural Case-Based Reasoning and Ontology-based Knowledge Managemenet: A Perfect Match?. Bergmann, R.; and Schaaf, M. Journal of Universal Computer Science, 9(7). 2003.
Structural Case-Based Reasoning and Ontology-based Knowledge Managemenet: A Perfect Match? [pdf]Paper   link   bibtex  
Developing Industrial Case-Based Reasoning Applications: The INRECA Methodology. (2nd Edition). Bergmann, R.; Althoff, K.; Breen, S.; Göker, M.; Manago, M.; Traphöner, R.; and Wess, S. Volume 1612 of Lecture Notes in Artificial IntelligenceSpringer, 2 edition, 2003. The original publication is available at www.springerlink.com
Developing Industrial Case-Based Reasoning Applications: The INRECA Methodology. (2nd Edition). [link]Paper   link   bibtex  
On the Relations between Structural Case-Based Reasoning and Ontology-based Knowledge Management. Bergmann, R.; and Schaaf, M. In Reimer, U.; Abecker, A.; Staab, S.; and Stumme, G., editor(s), WM 2003: Professionelles Wissesmanagement - Erfahrungen und Visionen, Beiträge der 2. Konferenz Professionelles Wissensmanagement, 2.-4. April 2003 in Luzern, volume 28, of LNI, pages 279–286, 2003. GI
On the Relations between Structural Case-Based Reasoning and Ontology-based Knowledge Management [pdf]Paper   link   bibtex  
An Investigation of Generalized Cases. Maximini, K.; Maximini, R.; and Bergmann, R. In Ashley, K. D.; and Bridge, D. G., editor(s), Case-Based Reasoning Research and Development, 5th International Conference on Case-Based Reasoning, ICCBR 2003, Trondheim, Norway, June 23-26, 2003, Proceedings, volume 2689, of Lecture Notes in Artificial Intelligence, pages 261–275, 2003. Springer The original publication is available at www.springerlink.com
An Investigation of Generalized Cases [pdf]Paper   link   bibtex  
Diversity-Conscious Retrieval from Generalized Cases: A Branch and Bound Algorithm. Mougouie, B.; Richter, M. M; and Bergmann, R. In Ashley, K. D; and Bridge, D., editor(s), Case-Based Reasoning Research and Development, 5th International Conference on Case-Based Reasoning, ICCBR 2003, Trondheim, Norway, June 23-26, 2003, volume 2989, of Lecture Notes in Artificial Intelligence, pages 319–331, 2003. Springer The original publication is available at www.springerlink.com
Diversity-Conscious Retrieval from Generalized Cases: A Branch and Bound Algorithm [pdf]Paper   link   bibtex  
A Knowledge Representation Format for Virtual IP Marketplaces. Schaaf, M.; Freßmann, A.; Spinelli, M. A.; Maximini, R.; and Bergmann, R. In Ashley, K. D.; and Bridge, D. G., editor(s), Case-Based Reasoning Research and Development, 5th International Conference on Case-Based Reasoning, ICCBR 2003, Trondheim, Norway, June 23-26, 2003, volume 2689, of Lecture Notes in Artificial Intelligence, pages 509–521, 2003. Springer The original publication is available at www.springerlink.com
A Knowledge Representation Format for Virtual IP Marketplaces [pdf]Paper   link   bibtex  
A Case-Based Predictive Sequencing Batch Reactor Controller. Wiese, J.; Schmitt, S.; Bergmann, R.; and Schmitt, T. G In 18th International Joint Conference on Artificial Intelligence, Workshop on Environmental Decision Support Systems (EDSS'2003), 2003.
A Case-Based Predictive Sequencing Batch Reactor Controller [pdf]Paper   link   bibtex  
  2002 (12)
Acquiring Customers' Requirements in Electronic Commerce. Bergmann, R.; and Cunningham, P. Artificial Intelligence Review, 18(3-4): 163–193. 2002.
Acquiring Customers' Requirements in Electronic Commerce [pdf]Paper   link   bibtex  
A Framework for Radiological Assistant Systems. Krechel, D.; Bergmann, R.; Maximini, K.; and Wangenheim, A. v. In Kokol, P.; Stiglic, B.; Zorman, M.; and Zazula, D., editor(s), Proceedings of the 15th IEEE Symposium on Computer-based Medical Systems (CBMS'02), pages 179–184, Maribor, Slovenia, June 2002. IEEE Computer Society, Los Alamitos, California Best Paper Award
A Framework for Radiological Assistant Systems [pdf]Paper   link   bibtex  
A Customization Approach for Structured Products in Electronic Shops. Stahl, A.; Bergmann, R.; and Schmitt, S. In 13th International Bled Electronic Commerce Conference, 2002.
A Customization Approach for Structured Products in Electronic Shops [pdf]Paper   link   bibtex  
Experience Management for Electronic Design Reuse through Quality-Oriented IP Selection. Bergmann, R.; Maximini, R.; and Schaaf, M. In Minor, M.; and Staab, S., editor(s), 1st German Workshop on Experience Management: Sharing Experiences about the Sharing of Experience, Berlin, March 7-8, 2002, Proceedings, volume 10, of LNI, pages 11–22, 2002. GI
Experience Management for Electronic Design Reuse through Quality-Oriented IP Selection [pdf]Paper   link   bibtex  
Prototypical implementation of the Quality Related Retrieval. IPQ Deliverable AP2-T1-Q4. Tautz, C.; Traphöner, R.; Bergmann, R.; Maximini, R.; and Schaaf, M. Technical Report University of Hildesheim, 2002.
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Knowledge Representation for IP Retrieval. IPQ Deliverable AP2-T2-Q4. Tautz, C.; Traphöner, R.; Bergmann, R.; Maximini, R.; and Schaaf, M. Technical Report University of Hildesheim, 2002.
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Experience Management: Foundations, Development Methodology, and Internet-Based Applications. Bergmann, R. Volume 2432 of Lecture Notes in Artificial IntelligenceSpringer, 2002. The original publication is available at www.springerlink.com
Experience Management: Foundations, Development Methodology, and Internet-Based Applications [link]Paper   link   bibtex  
Knowledge-intensive product search and customization in electronic commerce. Bergmann, R.; Traphöner, R.; Schmitt, S.; Cunningham, P.; and Smyth, B. In E-Business Applications, of Advanced Information Systems, pages 87–101. Springer, 2002. The original publication is available at www.springerlink.com
Knowledge-intensive product search and customization in electronic commerce. [pdf]Paper   link   bibtex  
Intelligent customer support for product selection with case-based reasoning. Bergmann, R.; Schmitt, S.; and Stahl, A. In Segovia, J.; Szezepaniak, P.; and Niedzwiedzinski, M., editor(s), E-Commerce and Intelligent Methods, pages 322–341. Physica-Verlag, 2002.
Intelligent customer support for product selection with case-based reasoning. [pdf]Paper   link   bibtex  
Similarity Assessment for Generalized Cases by Optimization Methods. Mougouie, B.; and Bergmann, R. In Craw, S.; and Preece, A., editor(s), European Conference on Case-Based Reasoning (ECCBR'02), volume 2416, of Lecture Notes in Artificial Intelligence, pages 249–263, 2002. Springer The original publication is available at www.springerlink.com
Similarity Assessment for Generalized Cases by Optimization Methods [pdf]Paper   link   bibtex  
Supporting Electronic Design Reuse by Integrating Quality-Criteria into CBR-Based IP Selection. Schaaf, M.; Maximini, R.; Bergmann, R.; Tautz, C.; and Traphöner, R. In Craw, S.; and Preece, A. D., editor(s), Advances in Case-Based Reasoning, 6th European Conference, ECCBR 2002 Aberdeen, Scotland, UK, September 4-7, 2002, Proceedings, volume 2416, of Lecture Notes in Artificial Intelligence, pages 628–641, 2002. Springer The original publication is available at www.springerlink.com
Supporting Electronic Design Reuse by Integrating Quality-Criteria into CBR-Based IP Selection [pdf]Paper   link   bibtex  
IPCHL - A Description Language for Semantic IP Characterization. Schaaf, M.; Visarius, M.; Bergmann, R.; Maximini, R.; Spinelli, M.; Lessmann, J.; Hardt, W.; Thronicke, W.; Franz, J.; Tautz, C.; and Traphöner, R. In Best of FDL'02, System Specification & Design Languages. September 2002.
IPCHL - A Description Language for Semantic IP Characterization [pdf]Paper   link   bibtex  
  2001 (9)
Evaluation of a similarity-based approach to customer-adaptive electronic sales dialogs. Kohlmaier, A.; Schmitt, S.; and Bergmann, R. In Weibelzahl, S.; Chin, D.; and Weber, G., editor(s), Workshop on Empirical Evaluations of Adaptive Systems, pages 41–50, July 2001.
Evaluation of a similarity-based approach to customer-adaptive electronic sales dialogs [pdf]Paper   link   bibtex  
Concepts for the Integration of IP Quality Criteria into IP Characterization and Retrieval. IPQ Deliverable AP2-T1-Q2. Tautz, C.; Traphöner, R.; Bergmann, R.; Maximini, R.; Schaaf, M.; and Vollrath, I. Technical Report University of Kaiserslautern, 2001.
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A Formal Approach to Dialogs with Online Customers. Schmitt, S.; and Bergmann, R. In Proc. of the 14 th Bled Electronic Commerce Conference, 2001.
A Formal Approach to Dialogs with Online Customers [pdf]Paper   link   bibtex  
Utility-Oriented Matching: A New Research Direction for Case-Based Reasoning. Bergmann, R.; Richter, M. M; Schmitt, S.; Stahl, A.; and Vollrath, I. In 9th German Workshop on Case-Based Reasoning (GWCBR'2001), 2001.
Utility-Oriented Matching: A New Research Direction for Case-Based Reasoning [pdf]Paper   link   bibtex  
Requirements on IP Qualifying Format. IPQ Deliverable AP1-T1-Q2. Tautz, C.; Traphöner, R.; Rülke, S.; Martinez, N.; Seepolt, R.; Vörg, A.; Radetzki, M.; Thronicke, W.; Jerinic, V.; Müller, D.; Siegmund, M.; Bergmann, R.; Vollrath, I.; and Schaaf, M. Technical Report University of Kaiserslautern, 2001.
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Intelligent Support for Online Sales: The WEBSELL Experience. Cunningham, P.; Bergmann, R.; Schmitt, S.; Traphöner, R.; Breen, S.; and Smyth, B. In Weber, R.; and Wangenheim, C. G. v., editor(s), Proceedings of the Workshop Program at the Fourth International Conference on Case-Based Reasoning (ICCBR 2001), 2001. Proceedings of the ECAI'2000 Workshop on Flexible Strategies for Maintaining Knowledge Containers
Intelligent Support for Online Sales: The WEBSELL Experience [pdf]Paper   link   bibtex  
Highlights of the European INRECA Projects. Bergmann, R. In Aha, D. W.; and Watson, I., editor(s), Case-Based Reasoning Research and Development, 4th International Conference on Case-Based Reasoning, ICCBR 2001, Vancouver, BC, Canada, July 30 - August 2, 2001, Proceedings, volume 2080, of Lecture Notes in Artificial Intelligence, pages 1–15, 2001. Springer The original publication is available at www.springerlink.com
Highlights of the European INRECA Projects [pdf]Paper   link   bibtex  
A Similarity-Based Approach to Attribute Selection in User-Adaptive Sales Dialogs. Kohlmaier, A.; Schmitt, S.; and Bergmann, R. In Aha, D. W.; and Watson, I., editor(s), Case-Based Reasoning Research and Development, 4th International Conference on Case-Based Reasoning, ICCBR 2001, Vancouver, BC, Canada, July 30 - August 2, 2001, Proceedings, volume 2080, of Lecture Notes in Artificial Intelligence, pages 306–320, 2001. Springer The original publication is available at www.springerlink.com
A Similarity-Based Approach to Attribute Selection in User-Adaptive Sales Dialogs [pdf]Paper   link   bibtex  
WEBSELL: Intelligent Sales Assistants for the World Wide Web. Cunningham, P.; Bergmann, R.; Schmitt, S.; Traphöner, R.; Breen, S.; and Smyth, B. KI - Künstliche Intelligenz, 15(1): 28–32. 2001.
WEBSELL: Intelligent Sales Assistants for the World Wide Web [pdf]Paper   link   bibtex  
  2000 (7)
A Customization Approach for Structured Products in Electronic Shops. Stahl, A.; Bergmann, R.; and Schmitt, S. In in Proceedings of the Thirteenth Bled Electronic Commerce Conference, pages 252–264, 2000.
A Customization Approach for Structured Products in Electronic Shops [pdf]Paper   link   bibtex  
Utilizing Constraint Satisfaction Approaches for IP Retrieval. Koegst, M.; Schneider, J.; Bergmann, R.; and Vollrath, I. In 3rd Workshop on System Design Automation, Rathen, 2000.
Utilizing Constraint Satisfaction Approaches for IP Retrieval [pdf]Paper   link   bibtex  
Similarity-based retrieval on top of relational databases. Schumacher, J.; and Bergmann, R. In Göker, M., editor(s), Case-Based Reasoning: Papers from the Eighth German Workshop. Lämmerbuckel, Germany: DaimlerChrysler Research and Technology, 2000.
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Applying recursive CBR for the customization of structured products in an electronic shop. Stahl, A.; and Bergmann, R. In Göker, M., editor(s), Case-Based Reasoning: Papers from the Eighth German Workshop. Lämmerbuckel, Germany: DaimlerChrysler Research and Technology, 2000.
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Applying Recursive CBR for the Custumization of Structured Products in an Electronic Shop. Stahl, A.; and Bergmann, R. In Blanzieri, E.; and Portinale, L., editor(s), Advances in Case-Based Reasoning, 5th European Workshop, EWCBR 2000, Trento, Italy, September 6-9, 2000, Proceedings, volume 1898, of Lecture Notes in Computer Science, pages 297–308, 2000. Springer The original publication is available at www.springerlink.com
Applying Recursive CBR for the Custumization of Structured Products in an Electronic Shop [pdf]Paper   link   bibtex  
An Efficient Approach to Similarity-Based Retrieval on Top of Relational Databases. Schumacher, J.; and Bergmann, R. In Blanzieri, E.; and Portinale, L., editor(s), Advances in Case-Based Reasoning, 5th European Workshop, EWCBR 2000, Trento, Italy, September 6-9, 2000, Proceedings, volume 1898, of Lecture Notes in Computer Science, pages 273–284, 2000. Springer The original publication is available at www.springerlink.com
An Efficient Approach to Similarity-Based Retrieval on Top of Relational Databases [pdf]Paper   link   bibtex  
Towards an empirical evaluation of CBR approaches for product recommendeation in electronic shops. Weibelzahl, S.; Bergmann, R.; and Weber, G. In Göker, M., editor(s), Case-Based Reasoning: Papers from the Eighth German Workshop. Lämmerbuckel, Germany: DaimlerChrysler Research and Technology, 2000.
Towards an empirical evaluation of CBR approaches for product recommendeation in electronic shops [pdf]Paper   link   bibtex  
  1999 (10)
Generalized cases and their application to electronic designs. Bergmann, R.; Vollrath, I.; and Wahlmann, T. In Melis, E., editor(s), 7th German Workshop on Case-Based Reasoning, 1999.
Generalized cases and their application to electronic designs [pdf]Paper   link   bibtex  
Product customization in an electronic commerce environment using adaptation operators. Schmitt, S.; and Bergmann, R. In Melis, E., editor(s), 7th German Workshop on Case-Based Reasoning, 1999.
Product customization in an electronic commerce environment using adaptation operators [pdf]Paper   link   bibtex  
WebPlan: Dynamic planning for domain-specific search in the Internet. Hüllen, J.; Bergmann, R.; and Weberskirch, F. In Köhler, J., editor(s), 13. Workshop "Planen und Konfigurieren" (PuK-99), 1999.
WebPlan: Dynamic planning for domain-specific search in the Internet [pdf]Paper   link   bibtex