Knowledge Acquisition by Generating Skeletal Plans from Real World Cases. - Ralph Bergmann (Contemporary Knowledge Engineering and Cognition, 1991)

Using Integrated Knowledge Acquisition to Prepare Sophisticated Expert Plans for Their Re-Use in Novel Situations. - Franz Schmalhofer; Ralph Bergmann; Otto Kühn; Gabriele Schmidt (GWAI, 1991)

Learning Plan Abstractions. - Ralph Bergmann (GWAI, 1992)

Explanation-Based Similarity: A Unifying Approach for Integrating Domain Knowledge into Case-Based Reasoning for Diagnosis and Planning Tasks. - Ralph Bergmann; Gerhard Pews; Wolfgang Wilke (EWCBR, 1993)

Learning Hierarchically Clustered Shared Plan Abstractions as Problem Solving Knowledge with High Utility for Planning. - Ralph Bergmann (PuK, 1993)

Lernen von Abstraktionshierarchien zur Optimierung der Auswahl von maschinell abstrahierten Plänen. - Ralph Bergmann; Wolfgang Wilke (PuK, 1994)

Learning Abstract Planning Cases. - Ralph Bergmann; Wolfgang Wilke (ECML, 1995)

Building and Refining Abstract Planning Cases by Change of Representation Language. - Ralph Bergmann; Wolfgang Wilke (J. Artif. Intell. Res., 1995)

Effizientes Problemlösen durch flexible Wiederverwendung von Fällen auf verschiedenen Abstraktionsebenen. - Ralph Bergmann (Infix Verlag, St. Augustin, Germany, 1996)

On the Role of Abstraction in Case-Based Reasoning. - Ralph Bergmann; Wolfgang Wilke (EWCBR, 1996)

Considering Decision Cost During Learning of Feature Weights. - Wolfgang Wilke; Ralph Bergmann (EWCBR, 1996)

Case-Based Planning: Selected Methods and Systems. - Manuela M. Veloso; Hector Muñoz-Avila; Ralph Bergmann (AI Commun., 1996)

Fallbasiertes Planen: ausgewählte Methoden und Systeme. - Ralph Bergmann; Hector Muñoz-Avila; Manuela M. Veloso (Künstliche Intell., 1996)

Fallbasiertes Schließen zur Kreditwürdigkeitsprüfung. - Wolfgang Wilke; Ralph Bergmann; Klaus-Dieter Althoff (Künstliche Intell., 1996)

Using Software Process Modeling for Building a Case-Based Reasoning Methodology: Basis Approach and Case Study. - Ralph Bergmann; Wolfgang Wilke; Jürgen Schumacher (ICCBR, 1997)

Towards a New Formal Model of Transformational Adaptation in Case-Based Reasoning. - Ralph Bergmann; Wolfgang Wilke (ECAI, 1998)

Collecting Experience on the Systematic Development of CBR Applications Using the INRECA Methodology. - Ralph Bergmann; Sean Breen; Emmanuelle Fayol; Mehmet H. Göker; Michel Manago; Sascha Schmitt; Jürgen Schumacher; Armin Stahl; Stefan Wess; Wolfgang Wilke (EWCBR, 1998)

Similarity Measures for Object-Oriented Case Representations. - Ralph Bergmann; Armin Stahl (EWCBR, 1998)

The Development of HOMER: A Case-Based CAD/CAM Help-Desk Support Tool. - Mehmet H. Göker; Thomas Roth-Berghofer; Ralph Bergmann; Thomas Pantleon; Ralph Traphöner; Stefan Wess; Wolfgang Wilke (EWCBR, 1998)

Methodology for Building CBR Applications. - Ralph Bergmann; Klaus-Dieter Althoff (Case-Based Reasoning Technology, 1998)

CBR Applied to Planning. - Ralph Bergmann; Hector Muñoz-Avila; Manuela M. Veloso; Erica Melis (Case-Based Reasoning Technology, 1998)

Techniques and Knowledge Used for Adaptation During Case-Based Problem Solving. - Wolfgang Wilke; Ralph Bergmann (IEA/AIE (Vol. 2), 1998)

Case-based reasoning for medical decision support tasks: The Inreca approach. - Klaus-Dieter Althoff; Ralph Bergmann; Stefan Wess; Michel Manago; Eric Auriol; Oleg I. Larichev; Alexander Bolotov; Yurii I. Zhuravlev; Serge I. Gurov (Artif. Intell. Medicine, 1998)

Case-Based Reasoning Support for Online Catalog Sales. - Ivo Vollrath; Wolfgang Wilke; Ralph Bergmann (IEEE Internet Comput., 1998)

Developing Industrial Case-Based Reasoning Applications: The INRECA-Methodology - Ralph Bergmann; Klaus-Dieter Althoff; Sean Breen; Mehmet H. Göker; Michel Manago; Ralph Traphöner; Stefan Wess (Springer, 1999)

Generalized Cases: Representation and Steps Towards Efficient Similarity Assessment. - Ralph Bergmann; Ivo Vollrath (KI, 1999)

WebPlan - Dynamic Planning for Domain-Specific Search in the Internet. - Jochem Hüllen; Ralph Bergmann; Frank Weberskirch (PuK, 1999)

An Efficient Approach to Similarity-Based Retrieval on Top of Relational Databases. - Jürgen Schumacher; Ralph Bergmann (EWCBR, 2000)

Applying Recursive CBR for the Custumization of Structured Products in an Electronic Shop. - Armin Stahl; Ralph Bergmann (EWCBR, 2000)

A Formal Approach to Dialogs with Online Customers. - Ralph Bergmann; Sascha Schmitt (Bled eConference, 2001)

Highlights of the European INRECA Projects. - Ralph Bergmann (ICCBR, 2001)

A Similarity-Based Approach to Attribute Selection in User-Adaptive Sales Dialogs. - Andreas Kohlmaier; Sascha Schmitt; Ralph Bergmann (ICCBR, 2001)

The Third International Conference on Case-Based Reasoning (ICCBR '99). - Klaus-Dieter Althoff; Ralph Bergmann; Karl Branting (AI Mag., 2001)

Electronic Commerce - Serviceteil. - Ralph Bergmann; Wolfgang Wilke (Künstliche Intell., 2001)

WEBSELL: Intelligent Sales Assistants for the World Wide Web. - Padraig Cunningham; Ralph Bergmann; Sascha Schmitt; Ralph Traphöner; Sean Breen; Barry Smyth (Künstliche Intell., 2001)

Experience Management: Foundations, Development Methodology, and Internet-Based Applications - Ralph Bergmann (Springer, 2002)

A Framework for Radiological Assistant Systems. - Dirk Krechel; Ralph Bergmann; Kerstin Maximini; Aldo von Wangenheim (CBMS, 2002)

Experience Management for Electronic Design Reuse through Quality-Oriented IP Selection. - Ralph Bergmann; Rainer Maximini; Martin Schaaf (German Workshop on Experience Management, 2002)

Similarity Assessment for Generalizied Cases by Optimization Methods. - Babak Mougouie; Ralph Bergmann (ECCBR, 2002)

Supporting Electronic Design Reuse by Integrating Quality-Criteria into CBR-Based IP Selection. - Martin Schaaf; Rainer Maximini; Ralph Bergmann; Carsten Tautz; Ralph Traphöner (ECCBR, 2002)

Acquiring Customers' Requirements in Electronic Commerce. - Ralph Bergmann; Padraig Cunningham (Artif. Intell. Rev., 2002)

An Investigation of Generalized Cases. - Kerstin Maximini; Rainer Maximini; Ralph Bergmann (ICCBR, 2003)

Diversity-Conscious Retrieval from Generalized Cases: A Branch and Bound Algorithm. - Babak Mougouie; Michael M. Richter; Ralph Bergmann (ICCBR, 2003)

A Knowledge Representation Format for Virtual IP Marketplaces. - Martin Schaaf; Andrea Freßmann; Marco A. Spinelli; Rainer Maximini; Ralph Bergmann (ICCBR, 2003)

On the Relations between Structural Case-based Reasoning and Ontologz-based Knowledge Management. - Ralph Bergmann; Martin Schaaf (Wissensmanagement, 2003)

Investigating different Methods for efficient Retrieval of Generalized Cases. - Rainer Maximini; Alexander Tartakovski; Ralph Bergmann (Wissensmanagement, 2003)

Structural Case-Based Reasoning and Ontology-Based Knowledge Management: A Perfect Match? - Ralph Bergmann; Martin Schaaf (J. Univers. Comput. Sci., 2003)

MINLP Based Retrieval of Generalized Cases. - Alexander Tartakovski; Martin Schaaf; Rainer Maximini; Ralph Bergmann (ECCBR, 2004)

Intelligent IP retrieval driven by application requirements. - Martin Schaaf; Andrea Freßmann; Rainer Maximini; Ralph Bergmann; Alexander Tartakovski; Martin Radetzki (Integr., 2004)

Retrieval and Configuration of Life Insurance Policies. - Alexander Tartakovski; Martin Schaaf; Ralph Bergmann (ICCBR, 2005)

Collaboration Patterns for Adaptive Software Engineering Processes. - Andrea Freßmann; Thomas Sauer; Ralph Bergmann (SOAS, 2005)

Representation in case-based reasoning. - Ralph Bergmann; Janet L. Kolodner; Enric Plaza (Knowl. Eng. Rev., 2005)

Case-based planning. - Michael T. Cox; Héctor Muñoz-Avila; Ralph Bergmann (Knowl. Eng. Rev., 2005)

Case-Based Support for Collaborative Business. - Ralph Bergmann; Andrea Freßmann; Kerstin Maximini; Rainer Maximini; Thomas Sauer (ECCBR, 2006)

Finding Similar Deductive Consequences - A New Search-Based Framework for Unified Reasoning from Cases and General Knowledge. - Ralph Bergmann; Babak Mougouie (ECCBR, 2006)

Flexible Workflows for Knowledge Management in the Digital Design. - Mirjam Minor; Daniel Schmalen; Ralph Bergmann; Andreas Koldehoff (LWA, 2006)

Knowledge Search within a Company-WIKI. - Stephanie Müller; Nils Kritzler; Alexander Tartakovski; Ralph Bergmann; Ralph Traphöner (LWA, 2006)

Flexible Workflows for Digital Design in the Nano Era. - Mirjam Minor; Andreas Koldehoff; Daniel Schmalen; Ralph Bergmann (WETICE, 2006)

Workshop Summary: Artificial Intelligence Methods for Ambient Intelligence. - Ralph Bergmann; Klaus-Dieter Althoff; Ulrich Furbach; Klaus Schmid (AmI Workshops, 2007)

Ambient Intelligence for Decision Making in Fire Service Organizations. - Ralph Bergmann (AmI, 2007)

Representation and Structure-Based Similarity Assessment for Agile Workflows. - Mirjam Minor; Alexander Tartakovski; Ralph Bergmann (LWA, 2007)

Experience Management. - Markus Nick; Klaus-Dieter Althoff; Ralph Bergmann (LWA, 2007)

Structural Adaptation of Workflows Supported by a Suspension Mechanism stand by Case-Based Reasoning. - Mirjam Minor; Daniel Schmalen; Andreas Koldehoff; Ralph Bergmann (WETICE, 2007)

Mobile Knowledge Management Support in Fire Service Organisations. - Andrea Freßmann; Ralph Bergmann; Brian Taylor; Ben Diamond; Gary Carr-Smith (Wirtschaftsinformatik (2), 2007)

XML-based Representation of Agile Workflows. - Mirjam Minor; Daniel Schmalen; Ralph Bergmann (Multikonferenz Wirtschaftsinformatik, 2008)

ECCBR 2008. - Klaus-Dieter Althoff; Ralph Bergmann (Künstliche Intell., 2008)

MATES 2008 - Call for Papers. - Ralph Bergmann (Künstliche Intell., 2008)

Computer Cooking Contest. - Ralph Bergmann; Klaus-Dieter Althoff (Künstliche Intell., 2008)

Improving KD-Tree Based Retrieval for Attribute Dependent Generalized Cases. - Ralph Bergmann; Alexander Tartakovski (FLAIRS, 2009)

Gasteditorial. - Klaus-Dieter Althoff; Ralph Bergmann (Künstliche Intell., 2009)

Case-Based Reasoning. - Ralph Bergmann; Klaus-Dieter Althoff; Mirjam Minor; Meike Reichle; Kerstin Bach (Künstliche Intell., 2009)

Case-Based Reasoning - Service. - Ralph Bergmann; Mirjam Minor; Klaus-Dieter Althoff (Künstliche Intell., 2009)

Towards Case-Based Adaptation of Workflows. - Mirjam Minor; Ralph Bergmann; Sebastian Görg; Kirstin Walter (ICCBR, 2010)

KI im Daten-Tsunami. - Ralph Bergmann (Künstliche Intell., 2010)

Retrieval of Semantic Workflows with Knowledge Intensive Similarity Measures. - Ralph Bergmann; Yolanda Gil (ICCBR, 2011)

Reasoning on Business Processes to Support Change Reuse. - Mirjam Minor; Ralph Bergmann; Sebastian Görg; Kirstin Walter (CEC, 2011)

InverseWorkflows for Supporting Agile Business Process Management. - Thomas Sauer; Mirjam Minor; Ralph Bergmann (Wissensmanagement, 2011)

45 Jahre KI Zeitschrift? - Ralph Bergmann (Künstliche Intell., 2011)

Case-Based Appraisal of Internet Domains. - Sebastian Dieterle; Ralph Bergmann (ICCBR, 2012)

Collecting, reusing and executing private workflows on social network platforms. - Sebastian Görg; Ralph Bergmann; Mirjam Minor; Sarah Gessinger; Siblee Islam (WWW (Companion Volume), 2012)

Extraction of procedural knowledge from the web: a comparison of two workflow extraction approaches. - Pol Schumacher; Mirjam Minor; Kirstin Walter; Ralph Bergmann (WWW (Companion Volume), 2012)

A Resource Model for Cloud-based Workflow Management Systems - Enabling Access Control, Collaboration and Reuse. - Sebastian Görg; Ralph Bergmann; Sarah Gessinger; Mirjam Minor (CLOSER, 2013)

MAC/FAC Retrieval of Semantic Workflows. - Ralph Bergmann; Alexander Stromer (FLAIRS, 2013)

Workflow Clustering Using Semantic Similarity Measures. - Ralph Bergmann; Gilbert Müller; Daniel Wittkowsky (KI, 2013)

Potentialanalyse des prozessorientierten Wissensmanagement für die Baubranche. - Sarah Gessinger; Ralph Bergmann (LWA, 2013)

Real-Time Collaboration and Experience Reuse for Cloud-Based Workflow Management Systems. - Sebastian Görg; Ralph Bergmann; Sarah Gessinger; Mirjam Minor (CBI, 2013)

A Cluster-Based Approach to Improve Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning. - Gilbert Müller; Ralph Bergmann (ECAI, 2014)

The Collaborative Agile Knowledge Engine CAKE. - Ralph Bergmann; Sarah Gessinger; Sebastian Görg; Gilbert Müller (GROUP, 2014)

A Hybrid CBR-ANN Approach to the Appraisal of Internet Domain Names. - Sebastian Dieterle; Ralph Bergmann (ICCBR, 2014)

Workflow Streams: A Means for Compositional Adaptation in Process-Oriented CBR. - Gilbert Müller; Ralph Bergmann (ICCBR, 2014)

Workflow Streams: A Means for Compositional Workflow Adaptation in Process-Oriented CBR. - Gilbert Müller; Ralph Bergmann (LWA, 2014)

Similarity assessment and efficient retrieval of semantic workflows. - Ralph Bergmann; Yolanda Gil (Inf. Syst., 2014)

Case-based adaptation of workflows. - Mirjam Minor; Ralph Bergmann; Sebastian Görg (Inf. Syst., 2014)

Enhancing experience reuse and learning. - Eric Bonjour; Laurent Geneste; Ralph Bergmann (Knowl. Based Syst., 2014)

Generalization of Workflows in Process-Oriented Case-Based Reasoning. - Gilbert Müller; Ralph Bergmann (FLAIRS, 2015)

Learning and Applying Adaptation Operators in Process-Oriented Case-Based Reasoning. - Gilbert Müller; Ralph Bergmann (ICCBR, 2015)

CookingCAKE: A Framework for the Adaptation of Cooking Recipes Represented as Workflows. - Gilbert Müller; Ralph Bergmann (ICCBR (Workshops), 2015)

Flexible Process-Aware Information Systems Deficiency Management in Construction. - Sarah Gessinger; Ralph Bergmann (LWA, 2015)

POQL: A New Query Language for Process-Oriented Case-Based Reasoning. - Gilbert Müller; Ralph Bergmann (LWA, 2015)

Social workflows - Vision and potential study. - Sebastian Görg; Ralph Bergmann (Inf. Syst., 2015)

Retrieving Adaptable Cases in Process-Oriented Case-Based Reasoning. - Ralph Bergmann; Gilbert Müller; Christian Zeyen; Jens Manderscheid (FLAIRS, 2016)

On the Transferability of Process-Oriented Cases. - Mirjam Minor; Ralph Bergmann; Jan-Martin Müller; Alexander Spät (ICCBR, 2016)

Case Completion of Workflows for Process-Oriented Case-Based Reasoning. - Gilbert Müller; Ralph Bergmann (ICCBR, 2016)

SEMAFLEX - Semantic Integration of Flexible Workflow and Document Management. - Lisa Grumbach; Eric Rietzke; Markus Schwinn; Ralph Bergmann; Norbert Kuhn (LWDA, 2016)

Ähnlichkeitsbasiertes Retrieval von BPMN-2.0-Modellen. - Maximilian Pfister 001; Florian Fuchs 002; Ralph Bergmann (LWDA, 2016)

Semantically-Oriented Business Process Visualization for a Data and Constraint-Based Workflow Approach. - Eric Rietzke; Ralph Bergmann; Norbert Kuhn (Business Process Management Workshops, 2017)

Project EVER: Extraction and Processing of Procedural Experience Knowledge in Workflows. - Ralph Bergmann; Mirjam Minor; Gilbert Müller; Pol Schumacher (ICCBR (Workshops), 2017)

Cooking Made Easy: On a Novel Approach to Complexity-Aware Recipe Generation. - Gilbert Müller; Ralph Bergmann (ICCBR (Workshops), 2017)

Conversational Process-Oriented Case-Based Reasoning. - Christian Zeyen; Gilbert Müller; Ralph Bergmann (ICCBR, 2017)

Conversational Retrieval of Cooking Recipes. - Christian Zeyen; Gilbert Müller; Ralph Bergmann (ICCBR (Workshops), 2017)

Complexity-Aware Generation of Workflows by Process-Oriented Case-Based Reasoning. - Gilbert Müller; Ralph Bergmann (KI, 2017)

Workflow Flexibility by Deviation by means of Constraint Satisfaction Problem Solving. - Lisa Grumbach; Ralph Bergmann (LWDA, 2017)

Adaptive Business Process Visualization for a Data and Constraint-Based Workflow Approach. - Eric Rietzke; Ralph Bergmann; Norbert Kuhn (LWDA, 2017)

Using Constraint Satisfaction Problem Solving to Enable Workflow Flexibility by Deviation (Best Technical Paper). - Lisa Grumbach; Ralph Bergmann (SGAI Conf., 2017)

Considering Nutrients During the Generation of Recipes by Process-Oriented Case-Based Reasoning. - Christian Zeyen; Maximilian Hoffmann 001; Gilbert Müller; Ralph Bergmann (ICCBR, 2018)

A Conversational Approach to Process-oriented Case-based Reasoning. - Christian Zeyen; Gilbert Müller; Ralph Bergmann (IJCAI, 2018)

Towards Scientific Workflows and Computer Simulation as a Method in Digital Humanities. - Daniel S. Lebherz; Christian Zeyen; Jan Hess; Ralph Bergmann; Ingo J. Timm; Thomas Burch; Vera Hildenbrandt; Claudine Moulin (INF-DH, 2018)

ReCAP - Information Retrieval and Case-Based Reasoning for Robust Deliberation and Synthesis of Arguments in the Political Discourse. - Ralph Bergmann; Ralf Schenkel; Lorik Dumani; Stefan Ollinger (LWDA, 2018)

SEMANAS - Semantic Support for Grant Application Processes. - Lisa Grumbach; Eric Rietzke; Markus Schwinn; Ralph Bergmann; Norbert Kuhn (LWDA, 2018)

Data Generation with a Physical Model to Support Machine Learning Research for Predictive Maintenance. - Patrick Klein; Ralph Bergmann (LWDA, 2018)

Query Model and Similarity-Based Retrieval for Workflow Reuse in the Digital Humanities. - Lukas Malburg; Nicolas Münster; Christian Zeyen; Ralph Bergmann (LWDA, 2018)

Towards an Interactive Workflow Modeling Assistance by Means of Case-Based Reasoning. - Christian Zeyen; Ralph Bergmann (LWDA, 2018)

Similarity-Based Retrieval and Automatic Adaptation of Semantic Workflows. - Ralph Bergmann; Gilbert Müller (Synergies Between Knowledge Engineering and Software Engineering, 2018)

Same Side Stance Classification Task: Facilitating Argument Stance Classification by Fine-tuning a BERT Model. - Stefan Ollinger; Lorik Dumani; Premtim Sahitaj; Ralph Bergmann; Ralf Schenkel (SSST@ArgMining@ACL, 2019)

Utilizing Ontology-Based Reasoning to Support the Execution of Knowledge-Intensive Processes. - Carsten Maletzki; Eric Rietzke; Lisa Grumbach; Ralph Bergmann; Norbert Kuhn (Business Process Management Workshops, 2019)

Similarity Measures for Case-Based Retrieval of Natural Language Argument Graphs in Argumentation Machines. - Ralph Bergmann; Mirko Lenz; Stefan Ollinger; Maximilian Pfister 001 (FLAIRS, 2019)

ProCAKE: A Process-Oriented Case-Based Reasoning Framework. - Ralph Bergmann; Lisa Grumbach; Lukas Malburg; Christian Zeyen (ICCBR Workshops, 2019)

Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning. - Patrick Klein; Lukas Malburg; Ralph Bergmann (ICCBR, 2019)

Semantic Textual Similarity Measures for Case-Based Retrieval of Argument Graphs. - Mirko Lenz; Stefan Ollinger; Premtim Sahitaj; Ralph Bergmann (ICCBR, 2019)

Adaptation of Scientific Workflows by Means of Process-Oriented Case-Based Reasoning. - Christian Zeyen; Lukas Malburg; Ralph Bergmann (ICCBR, 2019)

Generation of Complex Data for AI-based Predictive Maintenance Research with a Physical Factory Model. - Patrick Klein; Ralph Bergmann (ICINCO (1), 2019)

Clustering of Argument Graphs Using Semantic Similarity Measures. - Karsten Block; Simon Trumm; Premtim Sahitaj; Stefan Ollinger; Ralph Bergmann (KI, 2019)

Towards Case-Based Deviation Management for Flexible Workflows. - Lisa Grumbach; Ralph Bergmann (LWDA, 2019)

FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies. - Patrick Klein; Lukas Malburg; Ralph Bergmann (LWDA, 2019)

ODD-BP - an Ontology- and Data-Driven Business Process Model. - Eric Rietzke; Ralph Bergmann; Norbert Kuhn (LWDA, 2019)

Fallbasiertes Schließen. - Ralph Bergmann; Mirjam Minor; Kerstin Bach; Klaus-Dieter Althoff; Héctor Muñoz-Avila (Handbuch der Künstlichen Intelligenz, 2020)

Using Physical Factory Simulation Models for Business Process Management Research. - Lukas Malburg; Ronny Seiger; Ralph Bergmann; Barbara Weber (Business Process Management Workshops, 2020)

Towards an Argument Mining Pipeline Transforming Texts to Argument Graphs. - Mirko Lenz; Premtim Sahitaj; Sean Kallenberg; Christopher Coors; Lorik Dumani; Ralf Schenkel; Ralph Bergmann (COMMA, 2020)

Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning. - Maximilian Hoffmann 001; Lukas Malburg; Patrick Klein; Ralph Bergmann (ICCBR, 2020)

A Time-Series Similarity Measure for Case-Based Deviation Management to Support Flexible Workflow Execution. - Erik Schake; Lisa Grumbach; Ralph Bergmann (ICCBR, 2020)

A*-Based Similarity Assessment of Semantic Graphs. - Christian Zeyen; Ralph Bergmann (ICCBR, 2020)

Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0. - Lukas Malburg; Patrick Klein; Ralph Bergmann (IN4PL, 2020)

INWEND: Using CBR to Automate Legal Assessment in the Context of the EU General Data Protection Regulation. - Clarissa Dietrich; Sebastian Schriml; Ralph Bergmann; Benjamin Raue (LWDA, 2020)

Process Mining for Case Acquisition in Oncology: A Systematic Literature Review. - Joscha Grüger; Ralph Bergmann; Yavuz Kazik; Martin Kuhn (LWDA, 2020)

Enhancing Siamese Neural Networks Through Expert Knowledge for Predictive Maintenance. - Patrick Klein; Niklas Weingarz; Ralph Bergmann (IoT Streams/ITEM@PKDD/ECML, 2020)

The 27th International Conference on Case-Based Reasoning. - Klaus-Dieter Althoff; Kerstin Bach; Ralph Bergmann; Cindy Marling (AI Mag., 2020)

Using Semantic Web Services for AI-Based Research in Industry 4.0. - Lukas Malburg; Patrick Klein; Ralph Bergmann (CoRR, 2020)

The ReCAP Project. - Ralph Bergmann; Manuel Biertz; Lorik Dumani; Mirko Lenz; Anna-Katharina Ludwig; Patrick J. Neumann; Stefan Ollinger; Premtim Sahitaj; Ralf Schenkel; Alex Witry (Datenbank-Spektrum, 2020)

Object Detection for Smart Factory Processes by Machine Learning. - Lukas Malburg; Manfred-Peter Rieder; Ronny Seiger; Patrick Klein; Ralph Bergmann (ANT/EDI40, 2021)

ProGAN: Toward a Framework for Process Monitoring and Flexibility by Change via Generative Adversarial Networks. - Maximilian Hoffmann 001; Lukas Malburg; Ralph Bergmann (Business Process Management Workshops, 2021)

Improving Similarity-Based Retrieval Efficiency by Using Graphic Processing Units in Case-Based Reasoning. - Lukas Malburg; Maximilian Hoffmann 001; Simon Trumm; Ralph Bergmann (FLAIRS, 2021)

Verifying Guideline Compliance in Clinical Treatment Using Multi-perspective Conformance Checking: A Case Study. - Joscha Grüger; Tobias Geyer; Martin Kuhn; Stephan A. Braun; Ralph Bergmann (ICPM Workshops, 2021)

Open-World Knowledge Graph Completion Benchmarks for Knowledge Discovery. - Felix Hamann; Adrian Ulges; Dirk Krechel; Ralph Bergmann (IEA/AIE (2), 2021)

Using Expert Knowledge for Masking Irrelevant Data Streams in Siamese Networks for the Detection and Prediction of Faults. - Patrick Klein; Niklas Weingarz; Ralph Bergmann (IJCNN, 2021)

The ReCAP Corpus: A Corpus of Complex Argument Graphs on German Education Politics. - Lorik Dumani; Manuel Biertz; Alex Witry; Anna-Katharina Ludwig; Mirko Lenz; Stefan Ollinger; Ralph Bergmann; Ralf Schenkel (ICSC, 2021)

Informed Machine Learning for Improved Similarity Assessment in Process-Oriented Case-Based Reasoning. - Maximilian Hoffmann 001; Ralph Bergmann (CoRR, 2021)

SEMAFLEX: A novel approach for implementing workflow flexibility by deviation based on constraint satisfaction problem solving. - Lisa Grumbach; Ralph Bergmann (Expert Syst. J. Knowl. Eng., 2021)

Execution of Knowledge-Intensive Processes by Utilizing Ontology-Based Reasoning. - Eric Rietzke; Carsten Maletzki; Ralph Bergmann; Norbert Kuhn (J. Data Semant., 2021)

Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study. - Joscha Grüger; Tobias Geyer; Martin Kuhn; Stephan A. Braun; Ralph Bergmann (Business Process Management Workshops, 2022)

User-Centric Argument Mining with ArgueMapper and Arguebuf. - Mirko Lenz; Ralph Bergmann (COMMA, 2022)

Adaptive Management of Cyber-Physical Workflows by Means of Case-Based Reasoning and Automated Planning. - Lukas Malburg; Florian Brand; Ralph Bergmann (EDOC Workshops, 2022)

Considering Inter-Case Dependencies During Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning. - Rahol Kumar; Alexander Schultheis; Lukas Malburg; Maximilian Hoffmann 001; Ralph Bergmann (FLAIRS, 2022)

Improving Automated Hyperparameter Optimization with Case-Based Reasoning. - Maximilian Hoffmann 001; Ralph Bergmann (ICCBR, 2022)

GPU-Based Graph Matching for Accelerating Similarity Assessment in Process-Oriented Case-Based Reasoning. - Maximilian Hoffmann 001; Lukas Malburg; Nico Bach; Ralph Bergmann (ICCBR, 2022)

Towards Adaptive Workflow Management by Case-based Reasoning and Automated Planning. - Lukas Malburg; Ralph Bergmann (ICCBR Workshops, 2022)

FlexiTeam: Flexible Team and Work Organization using Process-Oriented Case-Based Reasoning. - Ditty Mathew; Ralph Bergmann; Benjamin Weyers; Thomas Ellwart; Dominique Bohrmann; Ericson Hölzchen (ICCBR Workshops, 2022)

Towards Experience-based Assistance for Personal Robotic Process Automation by Process-Oriented Case-based Reasoning. - Christian Zeyen; Rudolf Koch; Sven Schwarz; Heiko Maus; Ralph Bergmann (ICCBR Workshops, 2022)

SAMPLE: A Semantic Approach for Multi-perspective Event Log Generation. - Joscha Grüger; Tobias Geyer; David Jilg; Ralph Bergmann (ICPM Workshops, 2022)

Weighted Violations in Alignment-Based Conformance Checking. - Joscha Grüger; Tobias Geyer; Martin Kuhn; Stephan A. Braun; Ralph Bergmann (ICPM Workshops, 2022)

Utilizing Expert Knowledge to Support Medical Emergency Call Handling. - Carsten Maletzki; Eric Rietzke; Ralph Bergmann (FCR@KI, 2022)

Using Graph Embedding Techniques in Process-Oriented Case-Based Reasoning. - Maximilian Hoffmann 001; Ralph Bergmann (Algorithms, 2022)

SensorStream: An XES Extension for Enriching Event Logs with IoT-Sensor Data. - Joscha Grüger; Lukas Malburg; Juergen Mangler; Yannis Bertrand; Stefanie Rinderle-Ma; Ralph Bergmann; Estefanía Serral Asensio (CoRR, 2022)

An IoT-Enriched Event Log for Process Mining in Smart Factories. - Lukas Malburg; Joscha Grüger; Ralph Bergmann (CoRR, 2022)

Declarative Guideline Conformance Checking of Clinical Treatments: A Case Study. - Joscha Grüger; Tobias Geyer; Martin Kuhn; Stefan Braun; Ralph Bergmann (CoRR, 2022)

Towards Hybrid Intelligent Support Systems for Emergency Call Handling. - Carsten Maletzki; Lisa Grumbach; Eric Rietzke; Ralph Bergmann (AAAI Spring Symposium: MAKE, 2023)

Towards Machine Learning-Based Digital Twins in Cyber-Physical Systems. - Felix Theusch; Lukas Seemann; Achim Guldner; Stefan Naumann; Ralph Bergmann (AI4DT&CP@IJCAI, 2023)

Internet of Processes and Things: A Repository for IoT-Enriched Event Logs in Smart Environments. - Matthias Ehrendorfer; Yannis Bertrand; Lukas Malburg; Juergen Mangler; Joscha Grüger; Stefanie Rinderle-Ma; Ralph Bergmann; Estefanía Serral Asensio (BPM (Demos / Resources Forum), 2023)

DALG: The Data Aware Event Log Generator. - David Jilg; Joscha Grüger; Tobias Geyer; Ralph Bergmann (BPM (Demos / Resources Forum), 2023)

Ranking-Based Case Retrieval with Graph Neural Networks in Process-Oriented Case-Based Reasoning. - Maximilian Hoffmann 001; Ralph Bergmann (FLAIRS, 2023)

Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning Using Graph Neural Networks and Transfer Learning. - Johannes Pauli; Maximilian Hoffmann 001; Ralph Bergmann (FLAIRS, 2023)

Using Deep Reinforcement Learning for the Adaptation of Semantic Workflows. - Florian Brand; Katharina Lott; Lukas Malburg; Maximilian Hoffmann 001; Ralph Bergmann (ICCBR Workshops, 2023)

A Case-Based Approach for Workflow Flexibility by Deviation. - Lisa Grumbach; Ralph Bergmann (ICCBR, 2023)

Case-Based Adaptation of Argument Graphs with WordNet and Large Language Models. - Mirko Lenz; Ralph Bergmann (ICCBR, 2023)

Modeling and Using Complex IoT Time Series Data in Case-Based Reasoning: From Application Scenarios to Implementations. - Lukas Malburg; Alexander Schultheis; Ralph Bergmann (ICCBR Workshops, 2023)

Explanation of Similarities in Process-Oriented Case-Based Reasoning by Visualization. - Alexander Schultheis; Maximilian Hoffmann 001; Lukas Malburg; Ralph Bergmann (ICCBR, 2023)

An Overview and Comparison of Case-Based Reasoning Frameworks. - Alexander Schultheis; Christian Zeyen; Ralph Bergmann (ICCBR, 2023)

Enhancing Clinical Insights: Knowledge-Intensive and Context-Sensitive Process Instance Visualization in Health Care. - Joscha Grüger; Ralph Bergmann (ICPM Workshops, 2023)

Semi-supervised Similarity Learning in Process-Oriented Case-Based Reasoning. - Nicolas Schuler; Maximilian Hoffmann 001; Hans-Peter Beise; Ralph Bergmann (SGAI Conf., 2023)

Likelihood-based Sensor Calibration for Expert-Supported Distributed Learning Algorithms in IoT Systems. - Rüdiger Machhamer; Lejla Begic Fazlic; Eray Guven; David Junk; Gunes Karabulut-Kurt; Stefan Naumann; Stephan Didas; Klaus-Uwe Gollmer; Ralph Bergmann; Ingo J. Timm; Guido Dartmann (CoRR, 2023)

DataStream XES Extension: Embedding IoT Sensor Data into Extensible Event Stream Logs. - Juergen Mangler; Joscha Grüger; Lukas Malburg; Matthias Ehrendorfer; Yannis Bertrand; Janik-Vasily Benzin; Stefanie Rinderle-Ma; Estefanía Serral Asensio; Ralph Bergmann (Future Internet, 2023)

IoT-enriched event log generation and quality analytics: a case study. - Joscha Grüger; Lukas Malburg; Ralph Bergmann (it Inf. Technol., 2023)

A framework for AI-based self-adaptive cyber-physical process systems. - Achim Guldner; Maximilian Hoffmann 001; Christian Lohr; Rüdiger Machhamer; Lukas Malburg; Marlies Morgen; Stephanie C. Rodermund; Florian Schäfer; Lars Schaupeter; Jens Schneider 003; Felix Theusch; Ralph Bergmann; et al. (it Inf. Technol., 2023)

Applying MAPE-K control loops for adaptive workflow management in smart factories. - Lukas Malburg; Maximilian Hoffmann 001; Ralph Bergmann (J. Intell. Inf. Syst., 2023)

Converting semantic web services into formal planning domain descriptions to enable manufacturing process planning and scheduling in industry 4.0. - Lukas Malburg; Patrick Klein; Ralph Bergmann (Eng. Appl. Artif. Intell., 2023)

Empowering Large Language Models in Hybrid Intelligence Systems through Data-Centric Process Models. - Carsten Maletzki; Eric Rietzke; Ralph Bergmann (AAAI Spring Symposia, 2024)

Large Language Models as Knowledge Engineers. - Florian Brand; Lukas Malburg; Ralph Bergmann (ICCBR Workshops, 2024)

Autocompletion of Architectural Spatial Configurations Using Case-Based Reasoning, Graph Clustering, and Deep Learning. - Viktor Eisenstadt; Christoph Langenhan; Jessica Bielski; Ralph Bergmann; Klaus-Dieter Althoff (ICCBR, 2024)

Towards a Case-Based Support for Responding Emergency Calls. - Lisa Grumbach; Alexander Winzig; Ralph Bergmann (ICCBR, 2024)

CBRkit: An Intuitive Case-Based Reasoning Toolkit for Python. - Mirko Lenz; Lukas Malburg; Ralph Bergmann (ICCBR, 2024)

Improving Complex Adaptations in Process-Oriented Case-Based Reasoning by Applying Rule-Based Adaptation. - Lukas Malburg; Maxim Hotz; Ralph Bergmann (ICCBR, 2024)

Identifying Missing Sensor Values in IoT Time Series Data: A Weight-Based Extension of Similarity Measures for Smart Manufacturing. - Alexander Schultheis; Lukas Malburg; Joscha Grüger; Justin Weich; Yannis Bertrand; Ralph Bergmann; Estefanía Serral Asensio (ICCBR, 2024)

Research Paper: Enhancing Healthcare Decision-Making with Analogy-Based Reasoning. - Joscha Grüger; Martin Kuhn; Karim Amri; Ralph Bergmann (ICPM Workshops, 2024)

PolArg: Unsupervised Polarity Prediction of Arguments in Real-Time Online Conversations. - Mirko Lenz; Ralph Bergmann (RATIO, 2024)

ArgServices: A Microservice-Based Architecture for Argumentation Machines. - Mirko Lenz; Lorik Dumani; Ralf Schenkel; Ralph Bergmann (RATIO, 2024)

ArgueMapper Assistant: Interactive Argument Mining Using Generative Language Models. - Mirko Lenz; Ralph Bergmann (SGAI Conf. (1), 2024)

From Internet of Things Data to Business Processes: Challenges and a Framework. - Juergen Mangler; Ronny Seiger; Janik-Vasily Benzin; Joscha Grüger; Yusuf Kirikkayis; Florian Gallik; Lukas Malburg; Matthias Ehrendorfer; Yannis Bertrand; Marco Franceschetti; Barbara Weber; Stefanie Rinderle-Ma; et al. (CoRR, 2024)

ProCAKE Framework. - Ralph Bergmann; Lisa Grumbach; Maximilian Hoffmann 001; Maxim Hotz; Lukas Jünger 001; Mirko Lenz; Lukas Malburg; Alexander Schultheis; Christian Zeyen (Zenodo, 2024)

EXAR: A Unified Experience-Grounded Agentic Reasoning Architecture. - Ralph Bergmann; Florian Brand; Mirko Lenz; Lukas Malburg (ICCBR, 2025)

Advanced Search Techniques for Determining Optimal Sequences of Adaptation Rules in Process-Oriented Case-Based Reasoning. - Maxim Hotz; Lukas Malburg; Ralph Bergmann (ICCBR, 2025)

A Framework for Supporting the Iterative Design of CBR Applications. - Guillermo Jiménez-Díaz; Mirko Lenz; Lukas Malburg; Belén Díaz-Agudo; Ralph Bergmann (ICCBR, 2025)

Clinical Decision Support for Skin Tumor Treatment: A Case-Based Reasoning Approach. - Martin Kuhn; Yannik Warnecke; Daniel Preciado-Marquez; Joscha Grüger; Laura Bley; Michael Storck; Carsten Weishaupt; Ralph Bergmann; Stephan A. Braun (ICCBR, 2025)

LLsiM: Large Language Models for Similarity Assessment in Case-Based Reasoning. - Mirko Lenz; Maximilian Hoffmann 001; Ralph Bergmann (ICCBR, 2025)

Case-Based Activity Detection from Segmented Internet of Things Data. - Ronny Seiger; Alexander Schultheis; Ralph Bergmann (ICCBR, 2025)

Integration of Time Series Embedding for Efficient Retrieval in Case-Based Reasoning. - Justin Weich; Alexander Schultheis; Maximilian Hoffmann 001; Ralph Bergmann (ICCBR, 2025)

Challenges in Data Quality Management for IoT-Enhanced Event Logs. - Yannis Bertrand; Alexander Schultheis; Lukas Malburg; Joscha Grüger; Estefanía Serral Asensio; Ralph Bergmann (RCIS (1), 2025)

Combining informed data-driven anomaly detection with knowledge graphs for root cause analysis in predictive maintenance. - Patrick Klein; Lukas Malburg; Ralph Bergmann (Eng. Appl. Artif. Intell., 2025)

Dataset from a Smart Factory for Activity Detection using Temporal Case-based Reasoning. - Ronny Seiger; Alexander Schultheis; Ralph Bergmann (Zenodo, 2025)

Leveraging Taxonomy Similarity for Next Activity Prediction in Patient Treatment. - Martin Kuhn; Joscha Grüger; Tobias Geyer; Ralph Bergmann (CoRR, 2025)

AI-Driven Decision Support in Oncology: Evaluating Data Readiness for Skin Cancer Treatment. - Joscha Grüger; Tobias Geyer; Tobias Brix; Michael Storck; Sonja Leson; Laura Bley; Carsten Weishaupt; Ralph Bergmann; Stephan A. Braun (CoRR, 2025)