Klaus-Dieter Althoff

Orcid: 0000-0002-7330-6540

Affiliations:
  • University of Hildesheim, Germany
  • German Research Center for Artificial Intelligence (DFKI), Kaiserslautern, Germany
  • Fraunhofer Institute for Experimental Software Engineering (IESE), Kaiserslautern, Germany
  • University of Kaiserslautern, Germany


According to our database1, Klaus-Dieter Althoff authored at least 153 papers between 1988 and 2024.

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

Timeline

Legend:

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Online presence:

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Bibliography

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

2023



A Feature-wise Comparative Assessment of the CBR-based Methodologies FLEA and SEASALT.
Proceedings of the Lernen, 2023

A Multi-agent Case-Based Reasoning Intrusion Detection System Prototype.
Proceedings of the Case-Based Reasoning Research and Development, 2023

2022
Multi-Agent Case-Based Reasoning: a Network Intrusion Detection System.
Proceedings of the LWDA 2022 Workshops: FGWM, 2022

Providing Training Plans for Weight Training using CBR.
Proceedings of the LWDA 2022 Workshops: FGWM, 2022

CHASING THE WHITE RABBIT - A case study of predicting design phases of architects by training a deep neural network with sketch recognition through a digital drawing board.
Proceedings of the 13th International Conference on Computational Creativity, Bozen-Bolzano, Italy, June 27, 2022

2021
Detecting SQL-Injection and Cross-Site Scripting Attacks Using Case-Based Reasoning and SEASALT.
Proceedings of the LWDA 2021 Workshops: FGWM, 2021

Towards a Domain-Specific Language for Knowledge Maintenance of CBR Systems.
Proceedings of the LWDA 2021 Workshops: FGWM, 2021

Using Gaming Environments to Teach the Idea and Application of CBR.
Proceedings of the LWDA 2021 Workshops: FGWM, 2021

Prototype Application to Detect Malicious Network Traffic with Case-based Reasoning and SEASALT.
Proceedings of the Workshops Proceedings for the 29th International Conference on Case-Based Reasoning co-located with the 29th International Conference on Case-Based Reasoning (ICCBR 2021), 2021

VISAB - a Visualization Tool for CBR Agent Behavior in Games.
Proceedings of the Workshops Proceedings for the 29th International Conference on Case-Based Reasoning co-located with the 29th International Conference on Case-Based Reasoning (ICCBR 2021), 2021

2020
The 27th International Conference on Case-Based Reasoning.
AI Mag., 2020

Towards a Case-Based Decision Support System for Recruiting Processes using T-Shapes.
Proceedings of the Companion Proceedings of Modellierung 2020 Short, 2020

Towards Case-Based Reasoning in Real-Time Strategy Environments with SEASALT.
Proceedings of the Conference "Lernen, 2020

Development and Implementation of a Case-Based Reasoning Approach to Speed-Up Deep Reinforcement Learning through Case-Injection for AI Gameplay.
Proceedings of the Conference "Lernen, 2020

Student Graduation Projects in the Context of Framework for AI-Based Support of Early Conceptual Phases in Architecture.
Proceedings of the Conference "Lernen, 2020

Visualizing the Behaviour of CBR Agents in a FPS Scenario.
Proceedings of the Conference "Lernen, 2020

DeepKAF: A Heterogeneous CBR & Deep Learning Approach for NLP Prototyping.
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2020

Improved and Visually Enhanced Case-Based Retrieval of Room Configurations for Assistance in Architectural Design Education.
Proceedings of the Case-Based Reasoning Research and Development, 2020

RALE-ACL - A Language for Information Exchange between Case-Based Agents as Alternative to the FIPA-ACL-Based Communication.
Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

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

2019
Building Knowledge Intensive Architectures for Heterogeneous NLP Workflows.
Proceedings of the Artificial Intelligence XXXVI, 2019

Conceptualization and Implementation of a Reinforcement Learning Approach Using a Case-Based Reasoning Agent in a FPS Scenario.
Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", Berlin, Germany, September 30, 2019

Overview of 4R CBR Cycle Modifications (Extended Version).
Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen", Berlin, Germany, September 30, 2019

Advanced Similarity Measures Using Word Embeddings and Siamese Networks in CBR.
Proceedings of the Intelligent Systems and Applications, 2019

Recent Trends in XAI: A Broad Overview on current Approaches, Methodologies and Interactions.
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

FLEA-CBR - A Flexible Alternative to the Classic 4R Cycle of Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 2019

Workshop preface.
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

Comparing Similarity Learning with Taxonomies and One-Mode Projection in Context of the FEATURE-TAK Framework.
Proceedings of the Case-Based Reasoning Research and Development, 2019

What Is the Next Step? Supporting Architectural Room Configuration Process with Case-Based Reasoning and Recurrent Neural Networks.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

Supporting Architectural Design Process with FLEA - A Distributed AI Methodology for Retrieval, Suggestion, Adaptation, and Explanation of Room Configurations.
Proceedings of the Computer-Aided Architectural Design. "Hello, Culture", 2019

2018
Knowledge Engineering for Decision Support on Diagnosis and Maintenance in the Aircraft Domain.
Proceedings of the Synergies Between Knowledge Engineering and Software Engineering, 2018

Editorial.
Künstliche Intell., 2018

Dynamic Process Workflow Routing Using Deep Learning.
Proceedings of the Artificial Intelligence XXXV, 2018

Towards using case-based explanations as a knowledge foundation.
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", 2018

Case-based Action Planning in a First Person Scenario.
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", 2018

A Preliminary Survey of Explanation Facilities of AI-Based Design Support Approaches and Tools.
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", 2018

Dynamic Case Bases and the Asymmetrical Weighted One-Mode Projection.
Proceedings of the Case-Based Reasoning Research and Development, 2018

Explainable Distributed Case-Based Support Systems: Patterns for Enhancement and Validation of Design Recommendations.
Proceedings of the Case-Based Reasoning Research and Development, 2018

Answering with Cases: A CBR Approach to Deep Learning.
Proceedings of the Case-Based Reasoning Research and Development, 2018

Comparative Quantitative Evaluation of Distributed Methods for Explanation Generation and Validation of Floor Plan Recommendations.
Proceedings of the Agents and Artificial Intelligence - 10th International Conference, 2018

Multi-Agent-Based Generation of Explanations for Retrieval Results Within a Case-Based Support Framework for Architectural Design.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

2017
Improving Taxonomy Maintenance: Automated Splitting and Merging of Taxonomies.
Proceedings of the Lernen, 2017

Agent Based Framework to Support Manufacturing Problem Solving Integrating Product Lifecycle Management and Case-Based Reasoning.
Proceedings of the Product Lifecycle Management and the Industry of the Future, 2017

Semi-automated Testing of an Architectural Floor Plan Retrieval Framework: Quantitative and Qualitative Comparison of Semantic Pattern-Based Matching Approaches.
Proceedings of the Pattern Recognition Applications and Methods, 2017

Semantic Pattern-based Retrieval of Architectural Floor Plans with Case-based and Graph-based Searching Techniques and their Evaluation and Visualization.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

Weighted One Mode Projection of a Bipartite Graph as a Local Similarity Measure.
Proceedings of the Case-Based Reasoning Research and Development, 2017

Dependency Modeling for Knowledge Maintenance in Distributed CBR Systems.
Proceedings of the Case-Based Reasoning Research and Development, 2017

Extending the Flexibility of Case-Based Design Support Tools: A Use Case in the Architectural Domain.
Proceedings of the Case-Based Reasoning Research and Development, 2017

2016
Case-Based Decision Support on Diagnosis and Maintenance in the Aircraft Domain.
Proceedings of the Conference "Lernen, 2016

Ontology-based Communication Architecture Within a Distributed Case-Based Retrieval System for Architectural Designs.
Proceedings of the Conference "Lernen, 2016

Relevance Matrix Generation Using Sensitivity Analysis in a Case-Based Reasoning Environment.
Proceedings of the Case-Based Reasoning Research and Development, 2016

FEATURE-TAK - Framework for Extraction, Analysis, and Transformation of Unstructured Textual Aircraft Knowledge.
Proceedings of the Case-Based Reasoning Research and Development, 2016

Comparative Evaluation of Rule-Based and Case-Based Retrieval Coordination for Search of Architectural Building Designs.
Proceedings of the Case-Based Reasoning Research and Development, 2016

Thinking With Containers: A Multi-Agent Retrieval Approach for the Case-Based Semantic Search of Architectural Designs.
Proceedings of the 8th International Conference on Agents and Artificial Intelligence (ICAART 2016), 2016

2015
Dependencies Between Knowledge for the Case Factory Maintenance Approach.
Proceedings of the LWA 2015 Workshops: KDML, 2015

Semi-automatic Knowledge Extraction from Semi-structured and Unstructured Data Within the OMAHA Project.
Proceedings of the Case-Based Reasoning Research and Development, 2015

Multi-Agent Case-Based Diagnosis in the Aircraft Domain.
Proceedings of the Workshop Proceedings from The Twenty-Third International Conference on Case-Based Reasoning (ICCBR 2015), 2015

Migrating the Classical Pen-and-Paper Based Conceptual Sketching of Architecture Plans Towards Computer Tools - Prototype Design and Evaluation.
Proceedings of the Graphic Recognition. Current Trends and Challenges, 2015

2014
Maintenance of Distributed Case-Based Reasoning Systems in a Multi-Agent System.
Proceedings of the 16th LWA Workshops: KDML, 2014

Knowledge Modeling with the Open Source Tool myCBR.
Proceedings of 10th Workshop on Knowledge Engineering and Software Engineering (KESE10) co-located with 21st European Conference on Artificial Intelligence (ECAI 2014), 2014

2013
German Journal on Artificial Intelligence.
Künstliche Intell., 2013

Explanation-Aware Maintenance of Distributed Case-Based Reasoning Systems.
Proceedings of the LWA 2013. Lernen, 2013

Knowledge Acquisition for Life Counseling.
Proceedings of 9th Workshop on Knowledge Engineering and Software Engineering (KESE9) co-located with the 36th German Conference on Artificial Intelligence (KI2013), 2013

2012
Developing Case-Based Reasoning Applications Using myCBR 3.
Proceedings of the Case-Based Reasoning Research and Development, 2012

Case-Based Reasoning and Expert Systems.
Proceedings of the Case-Based Reasoning Research and Development, 2012

2011
End of days...? Oder wie die KI-Zeitschrift in 10 Jahren aussieht.
Künstliche Intell., 2011

KI-Zeitschrift seit 2010 bei Springer.
Künstliche Intell., 2011

Knowledge engineering within the application-independent architecture SEASALT.
Int. J. Knowl. Eng. Data Min., 2011

Case-Based Menu Creation as an Example of Individualized Experience Management.
Proceedings of the 6th Conference on Professional Knowledge Management: From Knowledge to Action, 2011

SEASALTexp- An Explanation-aware Architecture for Extracting and Case-Based Processing of Experiences from Internet Communities.
Proceedings of the Report of the symposium "Lernen, 2011

A Case-Based Reasoning Approach for Providing Machine Diagnosis from Service Reports.
Proceedings of the Case-Based Reasoning Research and Development, 2011

2010
Künstliche Intelligenz ab 2010 bei Springer.
Künstliche Intell., 2010

Integration of Linked Open Data in Case-Based Reasoning Systems.
Proceedings of the LWA 2010, 2010

Knowledge Acquisition for Simulating Complex Psychological Processes.
Proceedings of the 6th Workshop on Knowledge Engineering and Software Engineering, 2010

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

Case-Based Reasoning.
Künstliche Intell., 2009

Interview with Pádraig Cunningham and Barry Smyth.
Künstliche Intell., 2009

Gasteditorial.
Künstliche Intell., 2009

KI 2009 Workshop CfP.
Künstliche Intell., 2009

Management of Distributed Knowledge Sources for Complex Application Domains.
Proceedings of the Fifth Conference Professional Knowledge Management: Experiences and Visions, 2009

Extraction of Adaptation Knowledge from Internet Communities.
Proceedings of the LWA 2009: Workshop-Woche: Lernen, 2009

The SEASALT Architecture and Its Realization within the docQuery Project.
Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

A Value Supplementation Method for Case Bases with Incomplete Information.
Proceedings of the Case-Based Reasoning Research and Development, 2009

2008
Computer Cooking Contest.
Künstliche Intell., 2008

ECCBR 2008.
Künstliche Intell., 2008

KI 2009 - Call for Workshop Proposals.
Künstliche Intell., 2008

Learning to Cope with Critical Situations - an Agent based Approach.
Proceedings of the 4th Workshop on Knowledge Engineering and Software Engineering (KESE-2008) at the 31st German Conference on Artificial Intelligence, 2008

Realizing Modularized Knowledge Models for Heterogeneous Application Domains.
Proceedings of the Advances in Data Mining. Medical Applications, 2008

2007
Experience Management.
Proceedings of the LWA 2007: Lernen - Wissen, 2007

Learning to Cope with Critical Situations - A Simulation Model of Cognitive Processes using Multiagent Systems.
Proceedings of the LWA 2007: Lernen - Wissen, 2007

A Domain Independent System Architecture for Sharing Experience.
Proceedings of the LWA 2007: Lernen - Wissen, 2007

Collaborative Multi-Expert-Systems - Realizing Knowledge-Lines with Case Factories and Distributed Learning Systems.
Proceedings of the 3rd Workshop on Knowledge Engineering and Software Engineering (KESE 2007) at the 30th German Conference on Artificial Intelligence (KI-2007), 2007

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

2006
Data Preparation of Web Log Files for Marketing Aspects Analyses.
Proceedings of the Advances in Data Mining, 2006

Intelligent Information Systems for Knowledge Work(ers).
Proceedings of the Advances in Data Mining, 2006

Case Factory - Maintaining Experience to Learn.
Proceedings of the Advances in Case-Based Reasoning, 8th European Conference, 2006

2005
Knowledge management in case-based reasoning.
Knowl. Eng. Rev., 2005

eParticipative Process Learning - process-oriented experience management and conflict solving.
Data Knowl. Eng., 2005

Maintaining Experience to Learn: Case Studies on Case-Based Reasoning and Experience Factory.
Proceedings of the Lernen, 2005

Erfahrungen mit dem Experience-Factory-Ansatz.
Proceedings of the 35. Jahrestagung der Gesellschaft für Informatik, 2005

2004
Service KI und Software Engineering.
Künstliche Intell., 2004

Artificial Intelligence and Software Engineering: Status and Future Trends.
Künstliche Intell., 2004

Gasteditorial.
Künstliche Intell., 2004

Participative Process Introduction: Three Case Studies From the indiGo Project.
J. Univers. Comput. Sci., 2004

Prozesslernen und Erfahrungsmanagement: Ergebnisse aus dem indiGo-Projekt.
Proceedings of the LWA 2004: Lernen - Wissensentdeckung - Adaptivität, Berlin, 4., 2004

2003
Case-Based User Modeling in an Experience Management System.
Künstliche Intell., 2003

A Case-Study about Participative Process Introduction in the indiGo Project.
Proceedings of the Wirtschaftsinformatik 2003, Medien - Märkte - Mobilität, Band II, 2003

2002
The Fraunhofer IESE Experience Management System.
Künstliche Intell., 2002

Enhancing Experience Management and Process Learning with Moderated Discourses: The indiGo Approach.
Proceedings of the Practical Aspects of Knowledge Management, 4th International Conference, 2002

The indiGo Project: Enhancement of Experience Management and Process Learning with Moderated Discourses.
Proceedings of the Advances in Data Mining, 2002

A Collaborative Learning and Content based Approach for adapting user needs.
Proceedings of the 6th European Conference ov Case Based Reasoning, 2002

How Experience Management Can Benefit from Relationships among Different Types of Knowledge.
Proceedings of the 1st German Workshop on Experience Management: Sharing Experiences about the Sharing of Experience, 2002

2001
Systematic Maintenance of Corporate Experince Repositories.
Comput. Intell., 2001

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

Ein fallbasierter Ansatz für die computergestützte Nutzung von Erfahrungswissen bei der Projektarbeit.
Proceedings of the Information Age Economy: 5. Internationale Tagung Wirtschaftsinformatik 2001, 2001

Engineering Experience Base Maintenance Knowledge.
Proceedings of the Advances in Learning Software Organizations, 2001

On the Status of Learning Software Organizations in the Year 2001.
Proceedings of the Advances in Learning Software Organizations, 2001

Experience Management: The Fraunhofer IESE Experience Factory.
Proceedings of the Data Mining, 2001

Corporate Information Network (COIN): The Fraunhofer IESE Experience Factory.
Proceedings of the Tagungsband der GI/OCG-Jahrestagung - 31. Jahrestagung der Gesellschaft für Informatik, Wirtschaft und Wissenschaft in der Network Economy, 2001

2000
Meta-knowledge in systems design: panacea ... or undelivered promise?
Knowl. Eng. Rev., 2000

Knowledge Management for Building Learning Software Organizations.
Inf. Syst. Frontiers, 2000

Issues with Meta-Knowledge.
Int. J. Softw. Eng. Knowl. Eng., 2000

KM_PEB: An Online Experience Base on Knowledge Management Technology.
Proceedings of the Advances in Case-Based Reasoning, 5th European Workshop, 2000

1999
Goal-Oriented and Similarity-Based Retrieval of Software Engineering Experienceware.
Proceedings of the Learning Software Organizations, 1999

Systematically Diagnosing and Improving the Perceived Usefulness of Organizational Memories.
Proceedings of the Learning Software Organizations, 1999

Systematic Population, Utilization, and Maintenance of a Repository for Comprehensive Reuse.
Proceedings of the Learning Software Organizations, 1999

Applications of Knowledge Acquisition in Experimental Software Engineering.
Proceedings of the Knowledge Acquisition, Modeling and Management, 11th European Workshop, 1999

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

1998
Knowledge management for learning software organizations.
Softw. Process. Improv. Pract., 1998

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

Using Case-Based Reasoning Technology to Build Learning Software Organizations.
Proceedings of the Building, 1998

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

CBR for Experimental Software Engineering.
Proceedings of the Case-Based Reasoning Technology, From Foundations to Applications, 1998

1997
Learning From and Reasoning About Case-based Reasoning Systems.
Proceedings of the Expertensysteme 97, 1997

Using Case-Based Reasoning for Reusing Software Knowledge.
Proceedings of the Case-Based Reasoning Research and Development, 1997

1996
Decision Support for Case-Based Applications.
Wirtschaftsinf., 1996

Fallbasiertes Schließen zur Kreditwürdigkeitsprüfung.
Künstliche Intell., 1996

Zur Analyse fallbasierter Problemlöse- und Lernmethoden in Abhängigkeit von Charakteristika gegebener Aufgabenstellungen und Anwendungsdomänen.
Künstliche Intell., 1996

Relating Case-Based Problem Solving and Learning Methods to Task and Domain Characteristics: Towards an Analytic Framework.
AI Commun., 1996

1995
INRECA: A Seamlessly Integrated System Based on Inductive Inference and Case-Based Reasoning.
Proceedings of the Case-Based Reasoning Research and Development, 1995

1994
Integrating Induction and Case-Based Reasoning: Methodological Approach and First Evaluations.
Proceedings of the Advances in Case-Based Reasoning, Second European Workshop, 1994

1993
Using <i>k</i>-d Trees to Improve the Retrieval Step in Case-Based Reasoning.
Proceedings of the Topics in Case-Based Reasoning, First European Workshop, 1993

Eine fallbasierte Lernkomponente als integraler Bestandteil der MOLTKE-Werkbank zur Diagnose technischer Systeme.
PhD thesis, 1993

1992
Fallbasiertes Schließen in Expertensystemen: Welche Rolle spielen Fälle für wissensbasierte Systeme?
Künstliche Intell., 1992

1991
Die Lernkomponente der MOLTKE<sub>3</sub>-Werkbank zur Diagnose technischer Systeme.
Künstliche Intell., 1991

Bericht über das 3. Jahrestreffen der Fachgruppe "Maschinelles Lernen" in Birlinghoven (GMD)
Künstliche Intell., 1991

Case-Based Reasoning and Expert System Development.
Proceedings of the Contemporary Knowledge Engineering and Cognition, 1991

1989
Ein System zur fallbasierten Wissensverarbeitung in technischen Diagnosesituationen.
Proceedings of the 5. Österreichische Artificial Intelligence-Tagung, 1989

1988
A sophisticated expert system for the diagnosis of a CNC machining center.
ZOR Methods Model. Oper. Res., 1988


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