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  2023 (3)
Adaptive Management of Cyber-Physical Workflows by Means of Case-Based Reasoning and Automated Planning. Malburg, L.; Brand, F.; and Bergmann, R. In Sales, T. P.; Proper, H. A.; Guizzardi, G.; Montali, M.; Maggi, F. M.; and Fonseca, C. M., editor(s), Enterprise Design, Operations, and Computing (EDOC) Workshops 2022, volume 466, of Lecture Notes in Business Information Processing, pages 79–95, 2023. Springer. The original publication is available at www.springerlink.com
Adaptive Management of Cyber-Physical Workflows by Means of Case-Based Reasoning and Automated Planning [pdf]Paper   doi   link   bibtex   abstract   15 downloads  
Applying MAPE-K control loops for adaptive workflow management in smart factories. Malburg, L.; Hoffmann, M.; and Bergmann, R. Journal of Intelligent Information Systems. 2023.
Applying MAPE-K control loops for adaptive workflow management in smart factories [pdf]Paper   doi   link   bibtex   abstract   12 downloads  
DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs. Mangler, J.; Grüger, J.; Malburg, L.; Ehrendorfer, M.; Bertrand, Y.; Benzin, J.; Rinderle-Ma, S.; Serral Asensio, E.; and Bergmann, R. Future Internet, 15(3). 2023.
DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs [pdf]Paper   doi   link   bibtex   abstract   10 downloads  
  2022 (13)
Improving Automated Hyperparameter Optimization with Case-Based Reasoning. Hoffmann, M.; and Bergmann, R. In Keane, M. T.; and Wiratunga, N., editor(s), Case-Based Reasoning Research and Development - 30th International Conference, ICCBR 2022, Nancy, France, September 12-15, 2022, Proceedings, volume 13405, of Lecture Notes in Computer Science, pages 273–288, 2022. Springer
Improving Automated Hyperparameter Optimization with Case-Based Reasoning [pdf]Paper   doi   link   bibtex   abstract   21 downloads  
GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning. Hoffmann, M.; Malburg, L.; Bach, N.; and Bergmann, R. In Keane, M. T.; and Wiratunga, N., editor(s), Case-Based Reasoning Research and Development - 30th International Conference, ICCBR 2022, Nancy, France, September 12-15, 2022, Proceedings, volume 13405, of Lecture Notes in Computer Science, pages 240–255, 2022. Springer
GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning [pdf]Paper   doi   link   bibtex   abstract   11 downloads  
Towards Adaptive Workflow Management by Case-Based Reasoning and Automated Planning. Malburg, L.; and Bergmann, R. In Reuss, P.; and Schönborn, J., editor(s), Workshops Proceedings for the Thirtieth International Conference on Case-Based Reasoning co-located with the Thirtieth International Conference on Case-Based Reasoning (ICCBR 2022), Nancy, France, September 12-15, 2022, of CEUR Workshop Proceedings, 2022. CEUR-WS.org Accepted for Publication.
link   bibtex   abstract   9 downloads  
Towards Experience-based Assistance for Personal Robotic Process Automation by Process-Oriented Case-based Reasoning. Zeyen, C.; Koch, R.; Schwarz, S.; Maus, H.; and Bergmann, R. In Reuss, P.; and Schönborn, J., editor(s), ICCBR POCBR’22: Workshop on Process-Oriented Case-based Reasoning at ICCBR-2022, September 2022, Nancy, France, of CEUR Workshop Proceedings, 2022. CEUR-WS.org
Towards Experience-based Assistance for Personal Robotic Process Automation by Process-Oriented Case-based Reasoning [pdf]Paper   link   bibtex   11 downloads  
FlexiTeam: Flexible Team andWork Organization using Process-Oriented Case-Based Reasoning. Mathew, D.; Bergmann, R.; Weyers, B.; Ellwart, T.; Bohrmann, D.; and Hölzchen, E. In Reuss, P.; and Schönborn, J., editor(s), ICCBR POCBR’22: Workshop on Process-Oriented Case-based Reasoning at ICCBR-2022, September 2022, Nancy, France, of CEUR Workshop Proceedings, 2022. CEUR-WS.org
FlexiTeam: Flexible Team andWork Organization using Process-Oriented Case-Based Reasoning [pdf]Paper   link   bibtex   1 download  
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, Rome, Italy, September 6 - 10, 2021, volume 436, of Lecture Notes in Business Information Processing, pages 43–55, 2022. Springer. The original publication is available at www.springerlink.com
ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks [pdf]Paper   doi   link   bibtex   abstract   18 downloads  
Using Graph Embedding Techniques in Process-Oriented Case-Based Reasoning. Hoffmann, M.; and Bergmann, R. Algorithms, 15(2). 2022.
Using Graph Embedding Techniques in Process-Oriented Case-Based Reasoning [link]Paper   doi   link   bibtex   abstract   18 downloads  
Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning. Kumar, R.; Schultheis, A.; Malburg, L.; Hoffmann, M.; and Bergmann, R. In Proceedings of the 35th International Florida Artificial Intelligence Research Society Conference, FLAIRS 2022, Hutchinson Island, Jensen Beach, Florida, USA, 2022.
Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning [pdf]Paper   doi   link   bibtex   abstract   9 downloads  
Integrating process management and event processing in smart factories: A systems architecture and use cases. Seiger, R.; Malburg, L.; Weber, B.; and Bergmann, R. Journal of Manufacturing Systems, 63: 575–592. 2022.
Integrating process management and event processing in smart factories: A systems architecture and use cases [pdf]Paper   doi   link   bibtex   abstract   21 downloads  
SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data. Grüger, J.; Malburg, L.; Mangler, J.; Bertrand, Y.; Rinderle-Ma, S.; Bergmann, R.; and Serral Asensio, E. CoRR, abs/2206.11392. 2022.
SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data [link]Paper   link   bibtex   abstract   9 downloads  
An IoT-Enriched Event Log for Process Mining in Smart Factories. Malburg, L.; Grüger, J.; and Bergmann, R. CoRR, abs/2209.02702. 2022.
An IoT-Enriched Event Log for Process Mining in Smart Factories [link]Paper   link   bibtex   abstract   5 downloads  
CGK4PM: Towards a Methodology for the Systematic Generation of Clinical Guideline Process Models and the Utilization of Conformance Checking. Grüger, J.; Geyer, T.; Bergmann, R.; and Braun, S. BioMedInformatics, 2: 359-374. 06 2022.
CGK4PM: Towards a Methodology for the Systematic Generation of Clinical Guideline Process Models and the Utilization of Conformance Checking [link]Paper   doi   link   bibtex   4 downloads  
Verifying Guideline Compliance in Clinical Treatment Using Multi-perspective Conformance Checking: A Case Study. Grüger, J.; Geyer, T.; Kuhn, M.; Braun, S.; and Bergmann, R. ,301-313. 01 2022.
Verifying Guideline Compliance in Clinical Treatment Using Multi-perspective Conformance Checking: A Case Study [pdf]Paper   doi   link   bibtex   4 downloads  
  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   17 downloads  
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   70 downloads  
Execution of Knowledge-Intensive Processes by Utilizing Ontology-Based Reasoning. Rietzke, E.; Maletzki, C.; Bergmann, R.; and Kuhn, N. Journal on Data Semantics. 2021.
Execution of Knowledge-Intensive Processes by Utilizing Ontology-Based Reasoning [pdf]Paper   doi   link   bibtex   abstract   1 download  
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   56 downloads  
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   47 downloads  
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   4 downloads  
  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   19 downloads  
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   77 downloads  
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   39 downloads  
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   44 downloads  
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   37 downloads  
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   11 downloads  
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   6 downloads  
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   31 downloads  
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   3 downloads  
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   3 downloads  
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.
link   bibtex  
The 27th International Conference on Case-Based Reasoning. Althoff, K.; Bach, K.; Bergmann, R.; and Marling, C. AI Magazine, 41(1): 101–102. 2020.
link   bibtex  
  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   6 downloads  
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   51 downloads  
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   4 downloads  
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   43 downloads  
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   56 downloads  
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   23 downloads  
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   6 downloads  
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   18 downloads  
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   6 downloads  
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   2 downloads  
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   1 download  
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   3 downloads  
  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   44 downloads  
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   3 downloads  
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   8 downloads  
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   17 downloads  
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