Ralph Bergmann
Orcid: 0000-0002-5515-7158Affiliations:
- University of Trier, Germany
According to our database1,
Ralph Bergmann
authored at least 193 papers
between 1991 and 2023.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on uni-trier.de
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on orcid.org
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on d-nb.info
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on dl.acm.org
On csauthors.net:
Bibliography
2023
J. Intell. Inf. Syst., August, 2023
it Inf. Technol., June, 2023
it Inf. Technol., June, 2023
DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs.
Future Internet, March, 2023
Likelihood-based Sensor Calibration for Expert-Supported Distributed Learning Algorithms in IoT Systems.
CoRR, 2023
Proceedings of the Artificial Intelligence XL, 2023
Enhancing Clinical Insights: Knowledge-Intensive and Context-Sensitive Process Instance Visualization in Health Care.
Proceedings of the Process Mining Workshops, 2023
Proceedings of the Case-Based Reasoning Research and Development, 2023
Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization.
Proceedings of the Case-Based Reasoning Research and Development, 2023
Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning: From Application Scenarios to Implementations.
Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), 2023
Proceedings of the Case-Based Reasoning Research and Development, 2023
Proceedings of the Case-Based Reasoning Research and Development, 2023
Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), 2023
Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning Using Graph Neural Networks and Transfer Learning.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023
Ranking-Based Case Retrieval with Graph Neural Networks in Process-Oriented Case-Based Reasoning.
Proceedings of the Thirty-Sixth International Florida Artificial Intelligence Research Society Conference, 2023
Proceedings of the Best Dissertation Award, 2023
Internet of Processes and Things: A Repository for IoT-Enriched Event Logs in Smart Environments.
Proceedings of the Best Dissertation Award, 2023
Proceedings of the First Workshop on AI for Digital Twins and Cyber-Physical Applications in conjunction with 32nd International Joint Conference on Artificial Intelligence (AI4DT&CP@IJCAI 2023), 2023
Proceedings of the AAAI 2023 Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering (AAAI-MAKE 2023), 2023
2022
CoRR, 2022
CoRR, 2022
Algorithms, 2022
Proceedings of the 8th Workshop on Formal and Cognitive Reasoning co-located with the 45th German Conference on Artificial Intelligence (KI 2022), 2022
Proceedings of the Process Mining Workshops, 2022
Proceedings of the Process Mining Workshops, 2022
Towards Experience-based Assistance for Personal Robotic Process Automation by Process-Oriented Case-based Reasoning.
Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022
FlexiTeam: Flexible Team and Work Organization using Process-Oriented Case-Based Reasoning.
Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022
Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022
GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 2022
Proceedings of the Case-Based Reasoning Research and Development, 2022
Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning.
Proceedings of the Thirty-Fifth International Florida Artificial Intelligence Research Society Conference, 2022
Adaptive Management of Cyber-Physical Workflows by Means of Case-Based Reasoning and Automated Planning.
Proceedings of the Enterprise Design, Operations, and Computing. EDOC 2022 Workshops, 2022
Proceedings of the Computational Models of Argument, 2022
Proceedings of the Business Process Management Workshops, 2022
2021
J. Data Semant., 2021
SEMAFLEX: A novel approach for implementing workflow flexibility by deviation based on constraint satisfaction problem solving.
Expert Syst. J. Knowl. Eng., 2021
Informed Machine Learning for Improved Similarity Assessment in Process-Oriented Case-Based Reasoning.
CoRR, 2021
Proceedings of the 15th IEEE International Conference on Semantic Computing, 2021
Using Expert Knowledge for Masking Irrelevant Data Streams in Siamese Networks for the Detection and Prediction of Faults.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the Advances and Trends in Artificial Intelligence. From Theory to Practice, 2021
Verifying Guideline Compliance in Clinical Treatment Using Multi-perspective Conformance Checking: A Case Study.
Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021
Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning.
Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021
ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks.
Proceedings of the Business Process Management Workshops, 2021
Proceedings of the 12th International Conference on Ambient Systems, 2021
2020
Same Side Stance Classification Task: Facilitating Argument Stance Classification by Fine-tuning a BERT Model.
CoRR, 2020
Enhancing Siamese Neural Networks Through Expert Knowledge for Predictive Maintenance.
Proceedings of the IoT Streams for Data-Driven Predictive Maintenance and IoT, Edge, and Mobile for Embedded Machine Learning, 2020
Proceedings of the Conference "Lernen, 2020
INWEND: Using CBR to Automate Legal Assessment in the Context of the EU General Data Protection Regulation.
Proceedings of the Conference "Lernen, 2020
Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0.
Proceedings of the International Conference on Innovative Intelligent Industrial Production and Logistics, 2020
Proceedings of the Case-Based Reasoning Research and Development, 2020
A Time-Series Similarity Measure for Case-Based Deviation Management to Support Flexible Workflow Execution.
Proceedings of the Case-Based Reasoning Research and Development, 2020
Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 2020
Proceedings of the Computational Models of Argument, 2020
Proceedings of the Business Process Management Workshops, 2020
Proceedings of the Handbuch der Künstlichen Intelligenz, 6. Auflage, 2020
2019
Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", Berlin, Germany, September 30, 2019
FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies.
Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", Berlin, Germany, September 30, 2019
Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", Berlin, Germany, September 30, 2019
Proceedings of the KI 2019: Advances in Artificial Intelligence, 2019
Generation of Complex Data for AI-based Predictive Maintenance Research with a Physical Factory Model.
Proceedings of the 16th International Conference on Informatics in Control, 2019
Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 2019
Proceedings of the Case-Based Reasoning Research and Development, 2019
Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 2019
Proceedings of the 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), 2019
Similarity Measures for Case-Based Retrieval of Natural Language Argument Graphs in Argumentation Machines.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019
Utilizing Ontology-Based Reasoning to Support the Execution of Knowledge-Intensive Processes.
Proceedings of the Business Process Management Workshops, 2019
2018
Proceedings of the Synergies Between Knowledge Engineering and Software Engineering, 2018
Towards an Interactive Workflow Modeling Assistance by Means of Case-Based Reasoning.
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", 2018
Query Model and Similarity-Based Retrieval for Workflow Reuse in the Digital Humanities.
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", 2018
Data Generation with a Physical Model to Support Machine Learning Research for Predictive Maintenance.
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", 2018
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", 2018
ReCAP - Information Retrieval and Case-Based Reasoning for Robust Deliberation and Synthesis of Arguments in the Political Discourse.
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", 2018
Towards Scientific Workflows and Computer Simulation as a Method in Digital Humanities.
Proceedings of the GI-Workshop: Im Spannungsfeld zwischen Tool-Building und Forschung auf Augenhöhe, 2018
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Considering Nutrients During the Generation of Recipes by Process-Oriented Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 2018
2017
Using Constraint Satisfaction Problem Solving to Enable Workflow Flexibility by Deviation (Best Technical Paper).
Proceedings of the Artificial Intelligence XXXIV, 2017
Adaptive Business Process Visualization for a Data and Constraint-Based Workflow Approach.
Proceedings of the Lernen, 2017
Workflow Flexibility by Deviation by means of Constraint Satisfaction Problem Solving.
Proceedings of the Lernen, 2017
Proceedings of the KI 2017: Advances in Artificial Intelligence, 2017
Proceedings of ICCBR 2017 Workshops (CAW, 2017
Proceedings of the Case-Based Reasoning Research and Development, 2017
Proceedings of ICCBR 2017 Workshops (CAW, 2017
Project EVER: Extraction and Processing of Procedural Experience Knowledge in Workflows.
Proceedings of ICCBR 2017 Workshops (CAW, 2017
Semantically-Oriented Business Process Visualization for a Data and Constraint-Based Workflow Approach.
Proceedings of the Business Process Management Workshops, 2017
2016
Proceedings of the Conference "Lernen, 2016
Proceedings of the Conference "Lernen, 2016
Proceedings of the Case-Based Reasoning Research and Development, 2016
Proceedings of the Case-Based Reasoning Research and Development, 2016
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016
2015
Proceedings of the LWA 2015 Workshops: KDML, 2015
Proceedings of the LWA 2015 Workshops: KDML, 2015
CookingCAKE: A Framework for the Adaptation of Cooking Recipes Represented as Workflows.
Proceedings of the Workshop Proceedings from The Twenty-Third International Conference on Case-Based Reasoning (ICCBR 2015), 2015
Proceedings of the Case-Based Reasoning Research and Development, 2015
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015
2014
Inf. Syst., 2014
Workflow Streams: A Means for Compositional Workflow Adaptation in Process-Oriented CBR.
Proceedings of the 16th LWA Workshops: KDML, 2014
Proceedings of the Case-Based Reasoning Research and Development, 2014
Proceedings of the Case-Based Reasoning Research and Development, 2014
Proceedings of the 18th International Conference on Supporting Group Work, Sanibel Island, FL, USA, November 09, 2014
A Cluster-Based Approach to Improve Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning.
Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014
2013
Real-Time Collaboration and Experience Reuse for Cloud-Based Workflow Management Systems.
Proceedings of the IEEE 15th Conference on Business Informatics, 2013
Potentialanalyse des prozessorientierten Wissensmanagement für die Baubranche.
Proceedings of the LWA 2013. Lernen, 2013
Proceedings of the KI 2013: Advances in Artificial Intelligence, 2013
Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, 2013
A Resource Model for Cloud-based Workflow Management Systems - Enabling Access Control, Collaboration and Reuse.
Proceedings of the CLOSER 2013, 2013
2012
Extraction of procedural knowledge from the web: a comparison of two workflow extraction approaches.
Proceedings of the 21st World Wide Web Conference, 2012
Proceedings of the 21st World Wide Web Conference, 2012
Proceedings of the Case-Based Reasoning Research and Development, 2012
2011
Proceedings of the 6th Conference on Professional Knowledge Management: From Knowledge to Action, 2011
Proceedings of the 13th IEEE Conference on Commerce and Enterprise Computing, 2011
Proceedings of the Case-Based Reasoning Research and Development, 2011
2010
Proceedings of the Case-Based Reasoning. Research and Development, 2010
2009
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009
2008
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2008
2007
Proceedings of the eOrganisation: Service-, Prozess-, Market-Engineering: 8. Internationale Tagung Wirtschaftsinformatik, 2007
Structural Adaptation of Workflows Supported by a Suspension Mechanism stand by Case-Based Reasoning.
Proceedings of the 16th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2007), 2007
Experience Management.
Proceedings of the LWA 2007: Lernen - Wissen, 2007
Proceedings of the Case-Based Reasoning Research and Development, 2007
Proceedings of the Ambient Intelligence, European Conference, 2007
Proceedings of the Constructing Ambient Intelligence, 2007
2006
Proceedings of the 15th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2006), 2006
Proceedings of the LWA 2006: Lernen - Wissensentdeckung - Adaptivität, Hildesheim, Deutschland, October 9th-11th 2006, joint workshop event of several interest groups of the German Society for Informatics (GI) - 14th Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS 2006) - Workshop Information Retrieval 2006 of the Special Interest Group Information Retrieval (FGIR 2006) - Workshop on Knowledge and Experience Management (FGWM 2006), 2006
Proceedings of the LWA 2006: Lernen - Wissensentdeckung - Adaptivität, Hildesheim, Deutschland, October 9th-11th 2006, joint workshop event of several interest groups of the German Society for Informatics (GI) - 14th Workshop on Adaptivity and User Modeling in Interactive Systems (ABIS 2006) - Workshop Information Retrieval 2006 of the Special Interest Group Information Retrieval (FGIR 2006) - Workshop on Knowledge and Experience Management (FGWM 2006), 2006
Finding Similar Deductive Consequences - A New Search-Based Framework for Unified Reasoning from Cases and General Knowledge.
Proceedings of the Advances in Case-Based Reasoning, 8th European Conference, 2006
Proceedings of the Advances in Case-Based Reasoning, 8th European Conference, 2006
2005
Proceedings of the Self-Organization and Autonomic Informatics (I), 2005
Proceedings of the Case-Based Reasoning, 2005
2004
Proceedings of the Advances in Case-Based Reasoning, 7th European Conference, 2004
2003
Structural Case-Based Reasoning and Ontology-Based Knowledge Management: A Perfect Match?
J. Univers. Comput. Sci., 2003
Proceedings of the WM 2003: Professionelles Wissensmanagement, 2003
On the Relations between Structural Case-based Reasoning and Ontologz-based Knowledge Management.
Proceedings of the WM 2003: Professionelles Wissensmanagement, 2003
Proceedings of the Case-Based Reasoning Research and Development, 2003
Proceedings of the Case-Based Reasoning Research and Development, 2003
Proceedings of the Case-Based Reasoning Research and Development, 2003
2002
Supporting Electronic Design Reuse by Integrating Quality-Criteria into CBR-Based IP Selection.
Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002
Proceedings of the Advances in Case-Based Reasoning, 6th European Conference, 2002
Experience Management for Electronic Design Reuse through Quality-Oriented IP Selection.
Proceedings of the 1st German Workshop on Experience Management: Sharing Experiences about the Sharing of Experience, 2002
Proceedings of the 15th IEEE Symposium on Computer-Based Medical Systems (CBMS 2002), 2002
Experience Management: Foundations, Development Methodology, and Internet-Based Applications
Lecture Notes in Computer Science 2432, Springer, ISBN: 3-540-44191-3, 2002
2001
WEBSELL: Intelligent Sales Assistants for the World Wide Web.
Künstliche Intell., 2001
Electronic Commerce - Serviceteil.
Künstliche Intell., 2001
AI Mag., 2001
Proceedings of the Case-Based Reasoning Research and Development, 2001
Proceedings of the Case-Based Reasoning Research and Development, 2001
Proceedings of the 14th Bled eConference: e-Everything: e-Commerce, 2001
2000
Applying Recursive CBR for the Custumization of Structured Products in an Electronic Shop.
Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000
Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000
1999
Proceedings of the Proceedings PuK 99, 1999
Proceedings of the KI-99: Advances in Artificial Intelligence, 1999
Lecture Notes in Computer Science 1612, Springer, ISBN: 3-540-66182-4, 1999
1998
Artif. Intell. Medicine, 1998
Proceedings of the Tasks and Methods in Applied Artificial Intelligence, 1998
Proceedings of the Case-Based Reasoning Technology, From Foundations to Applications, 1998
Proceedings of the Case-Based Reasoning Technology, From Foundations to Applications, 1998
Proceedings of the Advances in Case-Based Reasoning, 4th European Workshop, 1998
Proceedings of the Advances in Case-Based Reasoning, 4th European Workshop, 1998
Collecting Experience on the Systematic Development of CBR Applications Using the INRECA Methodology.
Proceedings of the Advances in Case-Based Reasoning, 4th European Workshop, 1998
Towards a New Formal Model of Transformational Adaptation in Case-Based Reasoning.
Proceedings of the 13th European Conference on Artificial Intelligence, 1998
1997
Using Software Process Modeling for Building a Case-Based Reasoning Methodology: Basis Approach and Case Study.
Proceedings of the Case-Based Reasoning Research and Development, 1997
1996
Fallbasiertes Schließen zur Kreditwürdigkeitsprüfung.
Künstliche Intell., 1996
Fallbasiertes Planen: ausgewählte Methoden und Systeme.
Künstliche Intell., 1996
Proceedings of the Advances in Case-Based Reasoning, Third European Workshop, 1996
Proceedings of the Advances in Case-Based Reasoning, Third European Workshop, 1996
Effizientes Problemlösen durch flexible Wiederverwendung von Fällen auf verschiedenen Abstraktionsebenen.
PhD thesis, 1996
1995
J. Artif. Intell. Res., 1995
1994
Lernen von Abstraktionshierarchien zur Optimierung der Auswahl von maschinell abstrahierten Plänen.
Proceedings of the PuK-94, 1994
1993
Learning Hierarchically Clustered Shared Plan Abstractions as Problem Solving Knowledge with High Utility for Planning.
Proceedings of the Beiträge zum 7. Workshop Planen und Konfigrieren, 17.2.93, Hamburg, 1993
Explanation-Based Similarity: A Unifying Approach for Integrating Domain Knowledge into Case-Based Reasoning for Diagnosis and Planning Tasks.
Proceedings of the Topics in Case-Based Reasoning, First European Workshop, 1993
1992
Proceedings of the GWAI-92: Advances in Artificial Intelligence, 16th German Conference on Artificial Intelligence, Bonn, Germany, August 31, 1992
1991
Using Integrated Knowledge Acquisition to Prepare Sophisticated Expert Plans for Their Re-Use in Novel Situations.
Proceedings of the GWAI-91, 1991
Proceedings of the Contemporary Knowledge Engineering and Cognition, 1991