Ralph Bergmann

Orcid: 0000-0002-5515-7158

Affiliations:
  • University of Trier, Germany


According to our database1, Ralph Bergmann authored at least 204 papers between 1991 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
From Internet of Things Data to Business Processes: Challenges and a Framework.
CoRR, 2024

ArgServices: A Microservice-Based Architecture for Argumentation Machines.
Proceedings of the Robust Argumentation Machines - First International Conference, 2024

PolArg: Unsupervised Polarity Prediction of Arguments in Real-Time Online Conversations.
Proceedings of the Robust Argumentation Machines - First International Conference, 2024

Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing.
Proceedings of the Case-Based Reasoning Research and Development, 2024

Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation.
Proceedings of the Case-Based Reasoning Research and Development, 2024

CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python.
Proceedings of the Case-Based Reasoning Research and Development, 2024

Towards a Case-Based Support for Responding Emergency Calls.
Proceedings of the Case-Based Reasoning Research and Development, 2024

Autocompletion of Architectural Spatial Configurations Using Case-Based Reasoning, Graph Clustering, and Deep Learning.
Proceedings of the Case-Based Reasoning Research and Development, 2024

Large Language Models as Knowledge Engineers.
Proceedings of the Workshops at the 32nd International Conference on Case-Based Reasoning (ICCBR-WS 2024) co-located with the 32nd International Conference on Case-Based Reasoning (ICCBR 2024), 2024

Empowering Large Language Models in Hybrid Intelligence Systems through Data-Centric Process Models.
Proceedings of the AAAI 2024 Spring Symposium Series, 2024

2023
Converting semantic web services into formal planning domain descriptions to enable manufacturing process planning and scheduling in industry 4.0.
Eng. Appl. Artif. Intell., November, 2023

Applying MAPE-K control loops for adaptive workflow management in smart factories.
J. Intell. Inf. Syst., August, 2023

A framework for AI-based self-adaptive cyber-physical process systems.
it Inf. Technol., June, 2023

IoT-enriched event log generation and quality analytics: a case study.
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

Semi-supervised Similarity Learning in Process-Oriented Case-Based Reasoning.
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

An Overview and Comparison of Case-Based Reasoning Frameworks.
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

Case-Based Adaptation of Argument Graphs with WordNet and Large Language Models.
Proceedings of the Case-Based Reasoning Research and Development, 2023

A Case-Based Approach for Workflow Flexibility by Deviation.
Proceedings of the Case-Based Reasoning Research and Development, 2023

Using Deep Reinforcement Learning for the Adaptation of Semantic Workflows.
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

DALG: The Data Aware Event Log Generator.
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

Towards Machine Learning-Based Digital Twins in Cyber-Physical Systems.
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

Towards Hybrid Intelligent Support Systems for Emergency Call Handling.
Proceedings of the AAAI 2023 Spring Symposium on Challenges Requiring the Combination of Machine Learning and Knowledge Engineering (AAAI-MAKE 2023), 2023

2022
Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study.
CoRR, 2022

An IoT-Enriched Event Log for Process Mining in Smart Factories.
CoRR, 2022

SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data.
CoRR, 2022

Using Graph Embedding Techniques in Process-Oriented Case-Based Reasoning.
Algorithms, 2022

Utilizing Expert Knowledge to Support Medical Emergency Call Handling.
Proceedings of the 8th Workshop on Formal and Cognitive Reasoning co-located with the 45th German Conference on Artificial Intelligence (KI 2022), 2022

Weighted Violations in Alignment-Based Conformance Checking.
Proceedings of the Process Mining Workshops, 2022

SAMPLE: A Semantic Approach for Multi-perspective Event Log Generation.
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

Towards Adaptive Workflow Management by Case-based Reasoning and Automated Planning.
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

Improving Automated Hyperparameter Optimization with Case-Based Reasoning.
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

User-Centric Argument Mining with ArgueMapper and Arguebuf.
Proceedings of the Computational Models of Argument, 2022

Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study.
Proceedings of the Business Process Management Workshops, 2022

2021
Execution of Knowledge-Intensive Processes by Utilizing Ontology-Based Reasoning.
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

The ReCAP Corpus: A Corpus of Complex Argument Graphs on German Education Politics.
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

Open-World Knowledge Graph Completion Benchmarks for Knowledge Discovery.
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

Object Detection for Smart Factory Processes by Machine Learning.
Proceedings of the 12th International Conference on Ambient Systems, 2021

2020
The ReCAP Project.
Datenbank-Spektrum, 2020

Using Semantic Web Services for AI-Based Research in Industry 4.0.
CoRR, 2020

The 27th International Conference on Case-Based Reasoning.
AI Mag., 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

Process Mining for Case Acquisition in Oncology: A Systematic Literature Review.
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

A*-Based Similarity Assessment of Semantic Graphs.
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

Towards an Argument Mining Pipeline Transforming Texts to Argument Graphs.
Proceedings of the Computational Models of Argument, 2020

Using Physical Factory Simulation Models for Business Process Management Research.
Proceedings of the Business Process Management Workshops, 2020

Fallbasiertes Schließen.
Proceedings of the Handbuch der Künstlichen Intelligenz, 6. Auflage, 2020

2019
ODD-BP - an Ontology- and Data-Driven Business Process Model.
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

Towards Case-Based Deviation Management for Flexible Workflows.
Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", Berlin, Germany, September 30, 2019

Clustering of Argument Graphs Using Semantic Similarity Measures.
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

Semantic Textual Similarity Measures for Case-Based Retrieval of Argument Graphs.
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

ProCAKE: A Process-Oriented Case-Based Reasoning Framework.
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

Same Side Stance Classification Task: Facilitating Argument Stance Classification by Fine-tuning a BERT Model.
Proceedings of the Same Side Stance Classification Shared Task organized as a part of the 6th Workshop on Argument Mining (ArgMining 2019) and co-located with the the 57th Annual Meeting of the Association for Computational Linguistics (ACL19), 2019

2018
Similarity-Based Retrieval and Automatic Adaptation of Semantic Workflows.
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

SEMANAS - Semantic Support for Grant Application Processes.
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

A Conversational Approach to Process-oriented Case-based Reasoning.
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

Complexity-Aware Generation of Workflows by Process-Oriented Case-Based Reasoning.
Proceedings of the KI 2017: Advances in Artificial Intelligence, 2017

Conversational Retrieval of Cooking Recipes.
Proceedings of ICCBR 2017 Workshops (CAW, 2017

Conversational Process-Oriented Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 2017

Cooking Made Easy: On a Novel Approach to Complexity-Aware Recipe Generation.
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
Ähnlichkeitsbasiertes Retrieval von BPMN-2.0-Modellen.
Proceedings of the Conference "Lernen, 2016

SEMAFLEX - Semantic Integration of Flexible Workflow and Document Management.
Proceedings of the Conference "Lernen, 2016

Case Completion of Workflows for Process-Oriented Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 2016

On the Transferability of Process-Oriented Cases.
Proceedings of the Case-Based Reasoning Research and Development, 2016

Retrieving Adaptable Cases in Process-Oriented Case-Based Reasoning.
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

2015
Social workflows - Vision and potential study.
Inf. Syst., 2015

POQL: A New Query Language for Process-Oriented Case-Based Reasoning.
Proceedings of the LWA 2015 Workshops: KDML, 2015

Flexible Process-Aware Information Systems Deficiency Management in Construction.
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

Learning and Applying Adaptation Operators in Process-Oriented Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 2015

Generalization of Workflows in Process-Oriented Case-Based Reasoning.
Proceedings of the Twenty-Eighth International Florida Artificial Intelligence Research Society Conference, 2015

2014
Enhancing experience reuse and learning.
Knowl. Based Syst., 2014

Case-based adaptation of workflows.
Inf. Syst., 2014

Similarity assessment and efficient retrieval of semantic workflows.
Inf. Syst., 2014

Workflow Streams: A Means for Compositional Workflow Adaptation in Process-Oriented CBR.
Proceedings of the 16th LWA Workshops: KDML, 2014

Workflow Streams: A Means for Compositional Adaptation in Process-Oriented CBR.
Proceedings of the Case-Based Reasoning Research and Development, 2014

A Hybrid CBR-ANN Approach to the Appraisal of Internet Domain Names.
Proceedings of the Case-Based Reasoning Research and Development, 2014

The Collaborative Agile Knowledge Engine CAKE.
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

Workflow Clustering Using Semantic Similarity Measures.
Proceedings of the KI 2013: Advances in Artificial Intelligence, 2013

MAC/FAC Retrieval of Semantic Workflows.
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

Collecting, reusing and executing private workflows on social network platforms.
Proceedings of the 21st World Wide Web Conference, 2012

Case-Based Appraisal of Internet Domains.
Proceedings of the Case-Based Reasoning Research and Development, 2012

2011
45 Jahre KI Zeitschrift?
Künstliche Intell., 2011

InverseWorkflows for Supporting Agile Business Process Management.
Proceedings of the 6th Conference on Professional Knowledge Management: From Knowledge to Action, 2011

Reasoning on Business Processes to Support Change Reuse.
Proceedings of the 13th IEEE Conference on Commerce and Enterprise Computing, 2011

Retrieval of Semantic Workflows with Knowledge Intensive Similarity Measures.
Proceedings of the Case-Based Reasoning Research and Development, 2011

2010
KI im Daten-Tsunami.
Künstliche Intell., 2010

Towards Case-Based Adaptation of Workflows.
Proceedings of the Case-Based Reasoning. Research and Development, 2010

2009
Case-Based Reasoning - Service.
Künstliche Intell., 2009

Case-Based Reasoning.
Künstliche Intell., 2009

Gasteditorial.
Künstliche Intell., 2009

Improving KD-Tree Based Retrieval for Attribute Dependent Generalized Cases.
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

2008
Computer Cooking Contest.
Künstliche Intell., 2008

MATES 2008 - Call for Papers.
Künstliche Intell., 2008

ECCBR 2008.
Künstliche Intell., 2008

XML-based Representation of Agile Workflows.
Proceedings of the Multikonferenz Wirtschaftsinformatik, 2008

2007
Mobile Knowledge Management Support in Fire Service Organisations.
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

Representation and Structure-Based Similarity Assessment for Agile Workflows.
Proceedings of the LWA 2007: Lernen - Wissen, 2007

Ambient Intelligence for Decision Making in Fire Service Organizations.
Proceedings of the Ambient Intelligence, European Conference, 2007

Workshop Summary: Artificial Intelligence Methods for Ambient Intelligence.
Proceedings of the Constructing Ambient Intelligence, 2007

2006
Flexible Workflows for Digital Design in the Nano Era.
Proceedings of the 15th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2006), 2006

Knowledge Search within a Company-WIKI.
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

Flexible Workflows for Knowledge Management in the Digital Design.
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

Case-Based Support for Collaborative Business.
Proceedings of the Advances in Case-Based Reasoning, 8th European Conference, 2006

2005
Case-based planning.
Knowl. Eng. Rev., 2005

Representation in case-based reasoning.
Knowl. Eng. Rev., 2005

Collaboration Patterns for Adaptive Software Engineering Processes.
Proceedings of the Self-Organization and Autonomic Informatics (I), 2005

Retrieval and Configuration of Life Insurance Policies.
Proceedings of the Case-Based Reasoning, 2005

2004
Intelligent IP retrieval driven by application requirements.
Integr., 2004

MINLP Based Retrieval of Generalized Cases.
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

Investigating different Methods for efficient Retrieval of Generalized Cases.
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

A Knowledge Representation Format for Virtual IP Marketplaces.
Proceedings of the Case-Based Reasoning Research and Development, 2003

Diversity-Conscious Retrieval from Generalized Cases: A Branch and Bound Algorithm.
Proceedings of the Case-Based Reasoning Research and Development, 2003

An Investigation of Generalized Cases.
Proceedings of the Case-Based Reasoning Research and Development, 2003

2002
Acquiring Customers' Requirements in Electronic Commerce.
Artif. Intell. Rev., 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

Similarity Assessment for Generalizied Cases by Optimization Methods.
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

A Framework for Radiological Assistant Systems.
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

The Third International Conference on Case-Based Reasoning (ICCBR '99).
AI Mag., 2001

A Similarity-Based Approach to Attribute Selection in User-Adaptive Sales Dialogs.
Proceedings of the Case-Based Reasoning Research and Development, 2001

Highlights of the European INRECA Projects.
Proceedings of the Case-Based Reasoning Research and Development, 2001

A Formal Approach to Dialogs with Online Customers.
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

An Efficient Approach to Similarity-Based Retrieval on Top of Relational Databases.
Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000

1999
WebPlan - Dynamic Planning for Domain-Specific Search in the Internet.
Proceedings of the Proceedings PuK 99, 1999

Generalized Cases: Representation and Steps Towards Efficient Similarity Assessment.
Proceedings of the KI-99: Advances in Artificial Intelligence, 1999

Developing Industrial Case-Based Reasoning Applications: The INRECA-Methodology
Lecture Notes in Computer Science 1612, Springer, ISBN: 3-540-66182-4, 1999

1998
Case-Based Reasoning Support for Online Catalog Sales.
IEEE Internet Comput., 1998

Case-based reasoning for medical decision support tasks: The Inreca approach.
Artif. Intell. Medicine, 1998

Techniques and Knowledge Used for Adaptation During Case-Based Problem Solving.
Proceedings of the Tasks and Methods in Applied Artificial Intelligence, 1998

CBR Applied to Planning.
Proceedings of the Case-Based Reasoning Technology, From Foundations to Applications, 1998

Methodology for Building CBR Applications.
Proceedings of the Case-Based Reasoning Technology, From Foundations to Applications, 1998

The Development of HOMER: A Case-Based CAD/CAM Help-Desk Support Tool.
Proceedings of the Advances in Case-Based Reasoning, 4th European Workshop, 1998

Similarity Measures for Object-Oriented Case Representations.
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

Case-Based Planning: Selected Methods and Systems.
AI Commun., 1996

Considering Decision Cost During Learning of Feature Weights.
Proceedings of the Advances in Case-Based Reasoning, Third European Workshop, 1996

On the Role of Abstraction in Case-Based Reasoning.
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
Building and Refining Abstract Planning Cases by Change of Representation Language.
J. Artif. Intell. Res., 1995

Learning Abstract Planning Cases.
Proceedings of the Machine Learning: ECML-95, 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
Learning Plan Abstractions.
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

Knowledge Acquisition by Generating Skeletal Plans from Real World Cases.
Proceedings of the Contemporary Knowledge Engineering and Cognition, 1991


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