2017 (6)
Similarity-based Retrieval and Automatic Adaptation of Semantic Workflows. Bergmann, R.; and Müller, G. In Nalepa, G. J.; and Baumeister, J., editor(s), Knowledge Engineering and Software Engineering (working title). Springer, forthcomming, 2017.
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Conversational Process-Oriented Case-Based Reasoning. Zeyen, C.; Müller, G.; and Bergmann, R. In Case-Based Reasoning Research and Development - 25th International Conference, ICCBR 2017, Trondheim, Norway. Proceedings, of Lecture Notes in Artificial Intelligence, 2017. Springer, accepted for publication
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Generating Complexity-Aware Cooking Recipes by Process-Oriented Case-Based Reasoning. Müller, G.; and Bergmann, R. In KI - 40th German Conference on Artificial Intelligence September 25-29th, 2017: Dortmund, Germany, Springer, forthcomming, 2017.
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EVER: Extraction and Processing of Procedural Experience Knowledge inWorkflows. Bergmann, R.; Minor, M.; Müller, G.; and Schumacher, P. In 3rd Workshop on Process Oriented Case-Based Reasoning, 2017. CEUR Workshop Proceedings
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Cooking made easy: On a novel approach to complexity-aware recipe generation. Bergmann, R.; and Müller, G. In Workshop of the 2017 Computer Cooking Contest, 2017. CEUR Workshop Proceedings
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Conversational retrieval of cooking recipes. Zeyen, C.; Müller, G.; and Bergmann, R. In Workshop of the 2017 Computer Cooking Contest, 2017. CEUR Workshop Proceedings
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  2016 (6)
On the Transferability of Process-oriented Cases. Minor, M.; Bergmann, R.; Müller, J.; and Spät, A. In Goel, A. K.; Diaz-Agudo, B.; and Roth-Berghofer, T., editor(s), Case-Based Reasoning Research and Development - 24nd International Conference, ICCBR 2016, Atlanta, USA. Proceedings, volume 9969, of Lecture Notes in Artificial Intelligence, pages 281--294, 2016. Springer The original publication is available at www.springerlink.com
On the Transferability of Process-oriented Cases [pdf]Paper   bibtex   abstract
Case Completion of Workflows for Process-Oriented Case-Based Reasoning. Müller, G.; and Bergmann, R. In Goel, A.; Diaz-Agudo, B.; and Roth-Berghofer, T., editor(s), Case-Based Reasoning Research and Development - 24nd International Conference, ICCBR 2016, Atlanta, USA. Proceedings, volume 9969, of Lecture Notes in Artificial Intelligence, pages 295--310, 2016. Springer The original publication is available at www.springerlink.com
Case Completion of Workflows for Process-Oriented Case-Based Reasoning [pdf]Paper   bibtex   abstract
Ähnlichkeitsbasiertes Retrieval von BPMN-2.0-Modellen. Pfister, M.; Fuchs, F.; and Bergmann, R. In Krestel, R.; Mottin, D.; and Müller, E., editor(s), Lernen. Wissen. Daten. Analysen. (LWDA 2016), volume 1670, of CEUR Workshop Proceedings, pages 54--61, 2016.
Ähnlichkeitsbasiertes Retrieval von BPMN-2.0-Modellen [pdf]Paper   bibtex
SEMAFLEX - Semantic Integration of Flexible Workflow and Document Management. Grumbach, L.; Rietzke, E.; Schwinn, M.; Bergmann, R.; Kuhn, N.; Krestel, R.; Mottin, D.; and Müller, E. In Lernen. Wissen. Daten. Analysen. (LWDA 2016), volume 1670, of CEUR Workshop Proceedings, pages 43--50, 2016.
SEMAFLEX - Semantic Integration of Flexible Workflow and Document Management [pdf]Paper   bibtex
Retrieving Adaptable Cases in Process-Oriented Case-Based Reasoning. Bergmann, R.; Müller, G.; Zeyen, C.; and Manderscheid, J. In Markov, Z.; and Russel, I., editor(s), Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, pages 419--424, Key Largo, Florida, USA, 2016. AAAI Press
Retrieving Adaptable Cases in Process-Oriented Case-Based Reasoning [pdf]Paper   bibtex   abstract
EVER - Extraction and Processing of Procedural Experience Knowledge in Workflows. Bergmann, R.; Minor, M.; Müller, G.; and Schumacher, P. Technical Report Universität Trier, Lehrstuhl für Wirtschaftsinformatik II, 2016.
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  2015 (6)
Generalization of Workflows in Process-Oriented Case-Based Reasoning. Müller, G.; Bergmann, R.; Russel, I.; and Eberle, W. In 28th International FLAIRS Conference, pages 391--396, Hollywood (Florida), USA, 2015. AAAI Press
Generalization of Workflows in Process-Oriented Case-Based Reasoning [pdf]Paper   bibtex
POQL: A New Query Language for Process-Oriented Case-Based Reasoning. Müller, G.; and Bergmann, R. In Bergmann, R.; Görg, S.; and Müller, G., editor(s), Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB, volume 1458, of CEUR Workshop Proceedings, pages 247--255, Trier, 2015.
POQL: A New Query Language for Process-Oriented Case-Based Reasoning [pdf]Paper   bibtex
Learning and Applying Adaptation Operators in Process-Oriented Case-Based Reasoning. Müller, G.; and Bergmann, R. In Hüllermeier, E.; and Minor, M., editor(s), Case-Based Reasoning Research and Development - 23nd International Conference, ICCBR 2015, Frankfurt, Germany, September 28, 2015 - September 30, 2015. Proceedings, volume 9343, of Lecture Notes in Artificial Intelligence, pages 259--274, 2015. Spinger
Learning and Applying Adaptation Operators in Process-Oriented Case-Based Reasoning [pdf]Paper   bibtex
Flexible Process-Aware Information Systems for Deficiency Management in Construction. Gessinger, S.; and Bergmann, R. In Bergmann, R.; Görg, S.; and Müller, G., editor(s), Proceedings of the LWA 2015 Workshops: KDML, FGWM, IR, and FGDB, volume 1458, of CEUR Workshop Proceedings, pages 330--338, Trier, 2015.
Flexible Process-Aware Information Systems for Deficiency Management in Construction [pdf]Paper   bibtex
Social workflows - Vision and potential study. Görg, S.; and Bergmann, R. Information Systems, 50(0): 1--19. 2015. Only preprint of this article available for download
Social workflows - Vision and potential study [pdf]Paper   doi   bibtex
CookingCAKE: A Framework for the adaptation of cooking recipes represented as workflows. Müller, G.; and Bergmann, R. In Computer Cooking Contest, Workshop Proceedings ICCBR 2015, Springer, 2015.
CookingCAKE: A Framework for the adaptation of cooking recipes represented as workflows [pdf]Paper   bibtex
  2014 (9)
Workflow Streams: A Means for Compositional Adaptation in Process-Oriented CBR. Müller, G.; and Bergmann, R. In Lamontagne, L.; and Plaza, E., editor(s), Case-Based Reasoning Research and Development - 22nd International Conference, ICCBR 2014, Cork, Ireland, September 29, 2014 - October 1, 2014. Proceedings, volume 8765, of Lecture Notes in Artificial Intelligence, pages 315--329, 2014. Springer Best phd student paper award. The original publication is available at www.springerlink.com
Workflow Streams: A Means for Compositional Adaptation in Process-Oriented CBR [pdf]Paper   bibtex   49 downloads
Similarity Assessment and Efficient Retrieval of Semantic Workfows. Bergmann, R.; and Gil, Y. Information Systems, 40: 115--127. 2014. Only preprint of this article available for download
Similarity Assessment and Efficient Retrieval of Semantic Workfows [pdf]Paper   doi   bibtex   38 downloads
The Collaborative Agile Knowledge Engine CAKE. Bergmann, R.; Gessinger, S.; Görg, S.; and Müller, G. In Proceedings of the 18th International Conference on Supporting Group Work, of GROUP '14, pages 281--284, New York, NY, USA, 2014. ACM
The Collaborative Agile Knowledge Engine CAKE [pdf]Paper   doi   bibtex   abstract
Compositional Adaptation of Cooking Recipes using Workflow Streams. Müller, G.; and Bergmann, R. In Computer Cooking Contest, Workshop Proceedings ICCBR 2014, Springer, 2014. The original publication is available at www.springerlink.com
Compositional Adaptation of Cooking Recipes using Workflow Streams [pdf]Paper   bibtex   29 downloads
A Cluster-Based Approach to Improve Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning. Müller, G.; and Bergmann, R. In Schaub, T.; Friedrich, G.; and O'Sullivan, B., editor(s), 20th European Conference on Artificial Intelligence (ECAI 2014), pages 639--644, IOS Press, 2014. Preprint of this article available for download.
A Cluster-Based Approach to Improve Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning [pdf]Paper   bibtex   24 downloads
A Hybrid CBR-ANN Approach to the Appraisal of Internet Domain Names. Dieterle, S.; and Bergmann, R. In Lamontagne, L.; and Plaza, E., editor(s), Case-Based Reasoning Research and Development, 22th International Conference on Case-Based Reasoning, ICCBR 2014, of Lecture Notes in Artificial Intelligence, pages 95--109, 2014. Springer The original publication is available at www.springerlink.com
A Hybrid CBR-ANN Approach to the Appraisal of Internet Domain Names [pdf]Paper   bibtex   4 downloads
Case-based adaptation of workflows. Minor, M.; Bergmann, R.; and Görg, S. Information Systems, 40: 142--152. 2014.
Case-based adaptation of workflows [link]Paper   doi   bibtex   32 downloads
WEDA – Web-basierte Erstellung, Wiederverwendung, Dokumentation und Ablaufunterstützung agiler Workflows. Abschussbericht. Bergmann, R.; and Görg, S. Technical Report Universität Trier, Lehrstuhl für Wirtschaftsinformatik II, 2014.
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Enhancing experience reuse and learning. Bonjour, E.; Geneste, L.; and Bergmann, R. Knowledge-Based Systems, 68: 1 -- 3. 2014.
Enhancing experience reuse and learning [link]Paper   doi   bibtex
  2013 (5)
A Resource Model for Cloud-Based Workflow Management Systems - Enabling Access Control, Collaboration and Reuse. Görg, S.; Bergmann, R.; Gessinger, S.; and Minor, M. In Proceedings of the 3rd International Conference on Cloud Computing and Services Science, Aachen, Germany, 2013, pages 263--272, 2013. SciTePress 2013
A Resource Model for Cloud-Based Workflow Management Systems - Enabling Access Control, Collaboration and Reuse [pdf]Paper   bibtex   12 downloads
MAC/FAC Retrieval of Semantic Workflows. Bergmann, R.; and Stromer, A. In Boonthum-Denecke, C.; and Youngblood, G. M., editor(s), Proceedings of the Twenty-Sixth International Florida Artificial Intelligence Research Society Conference, St. Pete Beach, May 22-25, 2013., pages 357 -- 362, 2013. AAAI Press
MAC/FAC Retrieval of Semantic Workflows [pdf]Paper   bibtex   17 downloads
Workflow Clustering Using Semantic Similarity Measures. Bergmann, R.; Müller, G.; and Wittkowsky, D. In Timm, I.; and Thimm, M., editor(s), KI 2013: Advances in Artificial Intelligence, volume 8077, of Lecture Notes in Artificial Intelligence, 2013. Springer The original publication is available at www.springerlink.com
Workflow Clustering Using Semantic Similarity Measures [pdf]Paper   bibtex   9 downloads
Real‐Time Collaboration and Experience Reuse For Cloud ‐ Based Workflow Management Systems. Görg, S.; Bergmann, R.; Gessinger, S.; and Minor, M. In Workshop on Social Business Process Management (SBM 2013), 2013. IEEE Computer Society Press
Real‐Time Collaboration and Experience Reuse For Cloud ‐ Based Workflow Management Systems [pdf]Paper   bibtex   9 downloads
Potentialanalyse des prozessorientierten Wissensmanagement für die Baubranche. Gessinger, S.; and Bergmann, R. In Sperker, H.; Henrich, A.; and Schmid, U., editor(s), LWA 2013 Lernen - Wissen - Adaption, pages 212--219, 2013. Otto-Friedrich-Universität Bamberg
Potentialanalyse des prozessorientierten Wissensmanagement für die Baubranche [pdf]Paper   bibtex   4 downloads
  2012 (4)
Scaling similarity-based retrieval of semantic workflows. Bergmann, Ralph; Minor, Mirjam; Islam, Siblee; Schumacher, Pol; and Stromer, Alexander In Lamontagne, Luc; and Recio-Garcia, Juan A., editor(s), ICCBR-Workshop on Process-oriented Case-Based Reasoning, pages 15--24, Lyon, 2012.
Scaling similarity-based retrieval of semantic workflows [pdf]Paper   bibtex
Case-Based Appraisal of Internet Domains. Dieterle, S.; and Bergmann, R. In Watson, I., editor(s), Case-Based Reasoning. Research and Development, 20th International Conference on Case-Based Reasoning, ICCBR 2012, volume 7466, of Lecture Notes in Artificial Intelligence, pages 47--61, 2012. Springer The original publication is available at www.springerlink.com
Case-Based Appraisal of Internet Domains [pdf]Paper   bibtex   2 downloads
Extraction of Procedural Knowledge from the Web. Schumacher, P.; Minor, M.; Walter, K.; and Bergmann, R. In Mille, A.; Gandon, F. L.; Misselis, J.; Rabinovich, M.; and Staab, S., editor(s), Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume), Lyon, France, 2012. ACM
Extraction of Procedural Knowledge from the Web [pdf]Paper   bibtex   9 downloads
Collecting, reusing and executing private workflows on social network platforms. Görg, S.; Bergmann, R.; Minor, M.; Gessinger, S.; and Islam, S. In Mille, A.; Gandon, F. L.; Misselis, J.; Rabinovich, M.; and Staab, S., editor(s), Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume), pages 747--750, 2012. ACM
Collecting, reusing and executing private workflows on social network platforms [pdf]Paper   bibtex   7 downloads
  2011 (5)
Reasoning on Business Processes to Support Change Reuse. Minor, M.; Bergmann, R.; Görg, S.; and Walter, K. In Hofreiter, B.; Dubois, E.; Lin, K.; Setzer, T.; Godart, C.; Proper, E.; and Bodenstaff, L., editor(s), 13th IEEE Conference on Commerce and Enterprise Computing, CEC 2011, Luxembourg-Kirchberg, Luxembourg, September 5-7, 2011, pages 18--25, 2011. IEEE Computer Society
Reasoning on Business Processes to Support Change Reuse [link]Paper   bibtex   5 downloads
Retrieval of Semantic Workfows with Knowledge Intensive Similarity Measures. Bergmann, R.; Gil, Y.; Ram, A.; and Wiratunga, N. In Case-Based Reasoning. Research and Development, 19th International Conference on Case-Based Reasoning, ICCBR 2011, volume 6880, of Lecture Notes in Artificial Intelligence, pages 17--31, 2011. Springer The original publication is available at www.springerlink.com
Retrieval of Semantic Workfows with Knowledge Intensive Similarity Measures [pdf]Paper   bibtex
Workflow Extraction from Cooking Recipes. Walter, K.; Minor, M.; and Bergmann, R. In Diaz-Agudo, B.; and Cordier, A., editor(s), Proceedings of the ICCBR 2011 Workshops, pages 207--216, 2011.
Workflow Extraction from Cooking Recipes [pdf]Paper   bibtex   6 downloads
Adaptive Workflow Management in the Cloud -Towards a Novel Platform as a Service. Minor, M.; Bergmann, R.; and Görg, S. In Proceedings of the ICCBR 2011 Workshops, pages 131--138, 2011.
Adaptive Workflow Management in the Cloud -Towards a Novel Platform as a Service [pdf]Paper   bibtex   11 downloads
Inverse Workflows for Supporting Agile Business Process Management. Sauer, T.; Minor, M.; and Bergmann, R. In Maier, R., editor(s), WM 2011: 6th Conference on Professional Knowledge Management, volume 182, of LNI, pages 204--213, 2011. Gesellschaft für Informatik (GI)
Inverse Workflows for Supporting Agile Business Process Management [pdf]Paper   bibtex   7 downloads
  2010 (3)
Towards Case-Based Adaptation of Workflows. Minor, M.; Bergmann, R.; Görg, S.; and Walter, K. In Montani, S.; and Bichindaritz, I., editor(s), Case-Based Reasoning. Research and Development, 18th International Conference on Case-Based Reasoning, ICCBR 2010, Alessandria,Italy, July 19-22, 2010., volume 6176, of Lecture Notes in Artificial Intelligence, pages 421--435, 2010. Springer The original publication is available at www.springerlink.com
Towards Case-Based Adaptation of Workflows [pdf]Paper   bibtex   23 downloads
Agile Workflow Technology for Long‐Term Processes - Enhanced by Case‐Based Change Reuse. Minor, M.; Tartakovski, A.; Schmalen, D.; and Bergmann, R. In Methodological Advancements in Intelligent Information Technologies: Evolutionary Trends, pages 279--298. IGI Global, 2010.
Agile Workflow Technology for Long‐Term Processes - Enhanced by Case‐Based Change Reuse [link]Paper   bibtex   buy   7 downloads
Adaptation of Cooking Instructions Following the Workflow Paradigm. Minor, M.; Bergmann, R.; Görg, S.; and Walter, K. In Marling, C., editor(s), ICCBR 2010 Workshop Proceedings, pages 199--208, 2010.
Adaptation of Cooking Instructions Following the Workflow Paradigm [pdf]Paper   bibtex   5 downloads
  2009 (3)
Improving KD-Tree Based Retrieval for Attribute Dependent Generalized Cases. Bergmann, R.; and Tartakovski, A. In Lane, H. C.; and Guesgen, H. W., editor(s), Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, May 19-21, 2009, Sanibel Island, Florida, USA, 2009. AAAI Press
Improving KD-Tree Based Retrieval for Attribute Dependent Generalized Cases [pdf]Paper   bibtex   1 download
Cooking Cake. Fuchs, C.; Gimmler, C.; Günther, S.; Holthof, L.; and Bergmann, R. In Minor, M.; Stahl, A.; and Leake, D., editor(s), Computer Cooking Contest, Workshop Proceedings ICCBR 2010, pages 259 -- 268, 2009.
Cooking Cake [pdf]Paper   bibtex   3 downloads
Case-Based Reasoning - Introduction and Recent Developments. Bergmann, R.; Althoff, K.; Minor, M.; Reichle, M.; and Bach, K. Künstliche Intelligenz, 1/2009: 5--11. 2009.
Case-Based Reasoning - Introduction and Recent Developments [pdf]Paper   bibtex   12 downloads
  2008 (2)
XML-based Representation of Agile Workflows. Minor, M.; Schmalen, D.; and Bergmann, R. In Bichler, M.; Hess, T.; Krcmar, H.; Lechner, U.; Matthes, F.; Picot, A.; Speitkamp, B.; and Wolf, P., editor(s), Multikonferenz Wirtschaftsinformatik 2008, pages 439--440, 2008. GITO-Verlag Berlin
XML-based Representation of Agile Workflows [pdf]Paper   bibtex   9 downloads
Agile Workflow Technology and Case-Based Change Reuse for Long-Term Processes. Minor, M.; Tartakovski, A.; Schmalen, D.; and Bergmann, R. International Journal of Intelligent Information Technologies, 4(1): 80--98. 2008.
Agile Workflow Technology and Case-Based Change Reuse for Long-Term Processes [link]Paper   bibtex   6 downloads
  2007 (7)
Structural adaptation of workflows supported by a suspension mechanism and by case-based reasoning. Minor, M.; Schmalen, D.; Koldehoff, A.; and Bergmann, R. In Reddy, S. M., editor(s), Proceedings of the 16th IEEE International Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE'07), June 18 - 20, 2007, Paris, France, pages 370--375, 2007. IEEE Computer Society, Los Alamitos, California Best Paper
Structural adaptation of workflows supported by a suspension mechanism and by case-based reasoning [pdf]Paper   bibtex   2 downloads
Experience Management. Nick, M.; Althoff, K.; and Bergmann, R. KI - Künstliche Intelligenz, 21(2): 50--52. 2007.
Experience Management [pdf]Paper   bibtex   2 downloads
Configurable Contexts for Experience Management. Minor, M.; Koldehoff, A.; Schmalen, D.; and Bergmann, R. In Gronau, N., editor(s), 4th Conference on Professional Knowledge Management - Experiences and Visions, volume 2, pages 119--126, 2007. GITO-Verlag Berlin
Configurable Contexts for Experience Management [pdf]Paper   bibtex   1 download
Ambient Intelligence for Decision Making in Fire Service Organizations. Bergmann, R. In Schiele, B.; Dey, A. K.; Gellersen, H.; Ruyter, B. E. R. d.; Tscheligi, M.; Wichert, R.; Aarts, E. H. L.; and Buchmann, A. P., editor(s), Ambient Intelligence, European Conference, AmI 2007, Darmstadt, Germany, November 7-10, 2007, Proceedings, volume 4794, of Lecture Notes in Computer Science, pages 73--90, 2007. Springer The original publication is available at www.springerlink.com
Ambient Intelligence for Decision Making in Fire Service Organizations [pdf]Paper   bibtex   2 downloads
Representation and Structure-based Similarity Assessment for Agile Workflows. Minor, M.; Tartakovski, A.; and Bergmann, R. In Weber, R. O; and Richter, M. M, editor(s), Case-Based Reasoning Research and Development, 7th International Conference on Case-Based Reasoning, ICCBR 2007, Belfast, Northern Ireland, UK, August 2007, Proceedings, volume 4626, of Lecture Notes in Artificial Intelligence, pages 224--238, 2007. Springer The original publication is available at www.springerlink.com
Representation and Structure-based Similarity Assessment for Agile Workflows [pdf]Paper   bibtex   3 downloads
Mobile Knowledge Management Support in Fire Service Organisations. Freßmann, A.; Bergmann, R.; Taylor, B.; Diamond, B.; and Carr-Smith, G. In Oberweis; Weinhardt; Gimpel; Koschmider; Pankratius; and Schnizler, editor(s), Tagungsband der 8. Internationalen Tagung der Wirtschaftsinformatik, volume 2, pages 557--574, 2007. Universitätsverlag Karlsruhe
Mobile Knowledge Management Support in Fire Service Organisations [pdf]Paper   bibtex   3 downloads
Using Ontology-Mapping Techniques for Content-based Result Merging. Giese, M.; Freßmann, A.; and Bergmann, R. In Gronau, N., editor(s), 4th Conference on Professional Knowledge Management - Experience and Visions, volume 2, pages 127--134, 2007. GITO-Verlag Berlin
Using Ontology-Mapping Techniques for Content-based Result Merging [pdf]Paper   bibtex   2 downloads
  2006 (6)
Knowledge Search within a Company-WIKI. Müller, S.; Kritzler, N.; Tartakovski, A.; Bergmann, R.; and Traphöner, R. In Schaaf, M.; and Althoff, K., editor(s), LWA 2006 : Lernen - Wissensentdeckung - Adaptivität, pages 209--214, Hildesheim, 2006.
Knowledge Search within a Company-WIKI [pdf]Paper   bibtex   1 download
Flexible Workflows for Knowledge Management in the Digital Design. Minor, M.; Koldehoff, A.; Schmalen, D.; and Bergmann, R. In Schaaf, M.; and Althoff, K., editor(s), LWA 2006 Lernen - Wissensentdeckung - Adaptivität, 9.-11.10.2006 in Hildesheim, pages 215 -- 219, 2006.
Flexible Workflows for Knowledge Management in the Digital Design [pdf]Paper   bibtex   2 downloads
Case-Based Support for Collaborative Business. Bergmann, R.; Freßmann, A.; Maximini, K.; Maximini, R.; and Sauer, T. In Roth-Berghofer, T.; Göker, M. H.; and Güvenir, H. A., editor(s), Advances in Case-Based Reasoning, 8th European Conference, ECCBR 2006, Fethiye, Turkey, September 4-7, 2006, Proceedings, volume 4106, of Lecture Notes in Artificial Intelligence, pages 519--533, 2006. Springer The original publication is available at www.springerlink.com
Case-Based Support for Collaborative Business [pdf]Paper   bibtex   6 downloads
Supporting Collaborative Business through Integration of Knowledge Distribution and Agile Process Management. Sauer, T.; Maximini, K.; Maximini, R.; and Bergmann, R. In Lehner, F.; Nösekabel, H.; and Kleinschmidt, P., editor(s), Multikonferenz Wirtschaftsinformatik 2006 (MKWI 2006), Teilkonferenz "Collaborative Business", pages 349--361, Passau, Germany, February 2006. GITO-Verlag Berlin
Supporting Collaborative Business through Integration of Knowledge Distribution and Agile Process Management [pdf]Paper   bibtex   3 downloads
Finding Similar Deductive Consequences - A New Search-Based Framework for Unified Reasoning from Cases and General Knowledge. Bergmann, R.; and Mougouie, B. In Roth-Berghofer, T.; Göker, M.; and Güvenir, H. A., editor(s), Advances in Case-Based Reasoning - Proceedings of the 8th European Conference, ECCBR 2006, Fethiye, Turkey, volume 4106, of Lecture Notes in Artificial Intelligence, pages 271--285, 2006. Springer The original publication is available at www.springerlink.com
Finding Similar Deductive Consequences - A New Search-Based Framework for Unified Reasoning from Cases and General Knowledge [pdf]Paper   bibtex
Flexible Workflows for Digital Design in the Nano Era. Minor, M.; Koldehoff, A.; Schmalen, D.; and Bergmann, R. In Weber, B.; and Mendling, J., editor(s), Proceedings of the Fifteenth IEEE International Workshop on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE 2006), Workshop ProFlex 2006, June 26 - 28, Manchester, UK, pages 273 -- 278, 2006. IEEE Computer Society, Los Alamitos, California
Flexible Workflows for Digital Design in the Nano Era [pdf]Paper   bibtex   2 downloads
  2005 (4)
Case-based planning. Cox, M.; Munoz-Avila, H.; and Bergmann, R. The Knowledge Engineering Review, 20(3): 283--287. 2005.
Case-based planning [link]Paper   bibtex
Collaboration Patterns for Adaptive Software Engineering Processes. Freßmann, A.; Sauer, T.; and Bergmann, R. In Czap, H.; Unland, R.; Branki, C.; and Tianfield, H., editor(s), Self-Organization and Autonomic Informatics (I), volume 135, pages 304--312, Amsterdam, Netherlands, 2005. IOS Press 1-58603-577-0
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Representation in case-based reasoning. Bergmann, R.; Kolodner, J.; and Plaza, E. The Knowledge Engineering Review, 20(3): 209--213. 2005.
Representation in case-based reasoning [link]Paper   bibtex   4 downloads
Retrieval and Configuration of Life Insurance Policies. Tartakovski, A.; Schaaf, M.; and Bergmann, R. In Munoz-Avila, H.; and Ricci, F., editor(s), Sixth International Conference on Case-Based Reasoning (ICCBR 2005), volume 3620, of Lecture Notes in Artificial Intelligence, pages 552--565, Chicago, Illinois (USA), 2005. Springer The original publication is available at www.springerlink.com
Retrieval and Configuration of Life Insurance Policies [pdf]Paper   bibtex
  2004 (2)
MINLP Based Retrieval of Generalized Cases, Proceedings of the 7th European Conference on Case Based Reasoning, ECCBR 2004. Tartakovski, A.; Schaaf, M.; Maximini, R.; and Bergmann, R. In Funk, P.; and Calero, P. A. G., editor(s), Advances in Case-Based Reasoning, 7th European Conference, ECCBR 2004, Madrid, Spain, August 30 - September 2, 2004, volume 3155, of LNAI, pages 404--418, Madrid, Spain, August 2004. Springer The original publication is available at www.springerlink.com
MINLP Based Retrieval of Generalized Cases, Proceedings of the 7th European Conference on Case Based Reasoning, ECCBR 2004 [pdf]Paper   bibtex   2 downloads
Intelligent IP Retrieval Driven by Application Requirements. Schaaf, M.; Freßmann, A.; Maximini, R.; Bergmann, R.; Tartakovski, A.; and Radetzki, M. Integration, the VLSI Journal, 37(4): 253--287. 2004.
Intelligent IP Retrieval Driven by Application Requirements [pdf]Paper   bibtex
  2003 (8)
Diversity-Conscious Retrieval from Generalized Cases: A Branch and Bound Algorithm. Mougouie, B.; Richter, M. M; and Bergmann, R. In Ashley, K. D; and Bridge, D., editor(s), Case-Based Reasoning Research and Development, 5th International Conference on Case-Based Reasoning, ICCBR 2003, Trondheim, Norway, June 23-26, 2003, volume 2989, of Lecture Notes in Artificial Intelligence, pages 319--331, 2003. Springer The original publication is available at www.springerlink.com
Diversity-Conscious Retrieval from Generalized Cases: A Branch and Bound Algorithm [pdf]Paper   bibtex   1 download
A Knowledge Representation Format for Virtual IP Marketplaces. Schaaf, M.; Freßmann, A.; Spinelli, M. A.; Maximini, R.; and Bergmann, R. In Ashley, K. D.; and Bridge, D. G., editor(s), Case-Based Reasoning Research and Development, 5th International Conference on Case-Based Reasoning, ICCBR 2003, Trondheim, Norway, June 23-26, 2003, volume 2689, of Lecture Notes in Artificial Intelligence, pages 509--521, 2003. Springer The original publication is available at www.springerlink.com
A Knowledge Representation Format for Virtual IP Marketplaces [pdf]Paper   bibtex
A Case-Based Predictive Sequencing Batch Reactor Controller. Wiese, J.; Schmitt, S.; Bergmann, R.; and Schmitt, T. G In 18th International Joint Conference on Artificial Intelligence, Workshop on Environmental Decision Support Systems (EDSS'2003), 2003.
A Case-Based Predictive Sequencing Batch Reactor Controller [pdf]Paper   bibtex
Structural Case-Based Reasoning and Ontology-based Knowledge Managemenet: A Perfect Match?. Bergmann, R.; and Schaaf, M. Journal of Universal Computer Science, 9(7). 2003.
Structural Case-Based Reasoning and Ontology-based Knowledge Managemenet: A Perfect Match? [pdf]Paper   bibtex   2 downloads
Developing Industrial Case-Based Reasoning Applications: The INRECA Methodology. (2nd Edition). Bergmann, R.; Althoff, K.; Breen, S.; Göker, M.; Manago, M.; Traphöner, R.; and Wess, S. Volume 1612 of Lecture Notes in Artificial IntelligenceSpringer, 2 edition, 2003. The original publication is available at www.springerlink.com
Developing Industrial Case-Based Reasoning Applications: The INRECA Methodology. (2nd Edition). [link]Paper   bibtex   buy
Investigating different Methods for efficient Retrieval of Generalized Cases. Maximini, R.; Tartakovski, A.; and Bergmann, R. In Reimer, U.; Abecker, A.; Staab, S.; and Stumme, G., editor(s), WM 2003: Professionelles Wissesmanagement - Erfahrungen und Visionen, Beiträge der 2. Konferenz Professionelles Wissensmanagement, 2.-4. April 2003 in Luzern, volume 28, of LNI, pages 303--304, 2003. GI
Investigating different Methods for efficient Retrieval of Generalized Cases [pdf]Paper   bibtex   2 downloads
On the Relations between Structural Case-Based Reasoning and Ontology-based Knowledge Management. Bergmann, R.; and Schaaf, M. In Reimer, U.; Abecker, A.; Staab, S.; and Stumme, G., editor(s), WM 2003: Professionelles Wissesmanagement - Erfahrungen und Visionen, Beiträge der 2. Konferenz Professionelles Wissensmanagement, 2.-4. April 2003 in Luzern, volume 28, of LNI, pages 279--286, 2003. GI
On the Relations between Structural Case-Based Reasoning and Ontology-based Knowledge Management [pdf]Paper   bibtex   1 download
An Investigation of Generalized Cases. Maximini, K.; Maximini, R.; and Bergmann, R. In Ashley, K. D.; and Bridge, D. G., editor(s), Case-Based Reasoning Research and Development, 5th International Conference on Case-Based Reasoning, ICCBR 2003, Trondheim, Norway, June 23-26, 2003, Proceedings, volume 2689, of Lecture Notes in Artificial Intelligence, pages 261--275, 2003. Springer The original publication is available at www.springerlink.com
An Investigation of Generalized Cases [pdf]Paper   bibtex   2 downloads
  2002 (12)
Prototypical implementation of the Quality Related Retrieval. IPQ Deliverable AP2-T1-Q4. Tautz, C.; Traphöner, R.; Bergmann, R.; Maximini, R.; and Schaaf, M. Technical Report University of Hildesheim, 2002.
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A Framework for Radiological Assistant Systems. Krechel, D.; Bergmann, R.; Maximini, K.; and Wangenheim, A. v. In Kokol, P.; Stiglic, B.; Zorman, M.; and Zazula, D., editor(s), Proceedings of the 15th IEEE Symposium on Computer-based Medical Systems (CBMS'02), pages 179--184, Maribor, Slovenia, June 2002. IEEE Computer Society, Los Alamitos, California Best Paper Award
A Framework for Radiological Assistant Systems [pdf]Paper   bibtex
Supporting Electronic Design Reuse by Integrating Quality-Criteria into CBR-Based IP Selection. Schaaf, M.; Maximini, R.; Bergmann, R.; Tautz, C.; and Traphöner, R. In Craw, S.; and Preece, A. D., editor(s), Advances in Case-Based Reasoning, 6th European Conference, ECCBR 2002 Aberdeen, Scotland, UK, September 4-7, 2002, Proceedings, volume 2416, of Lecture Notes in Artificial Intelligence, pages 628--641, 2002. Springer The original publication is available at www.springerlink.com
Supporting Electronic Design Reuse by Integrating Quality-Criteria into CBR-Based IP Selection [pdf]Paper   bibtex   1 download
Experience Management: Foundations, Development Methodology, and Internet-Based Applications. Bergmann, R. Volume 2432 of Lecture Notes in Artificial IntelligenceSpringer, 2002. The original publication is available at www.springerlink.com
Experience Management: Foundations, Development Methodology, and Internet-Based Applications [link]Paper   bibtex   buy   1 download
Intelligent customer support for product selection with case-based reasoning. Bergmann, R.; Schmitt, S.; and Stahl, A. In Segovia, J.; Szezepaniak, P.; and Niedzwiedzinski, M., editor(s), E-Commerce and Intelligent Methods, pages 322--341. Physica-Verlag, 2002.
Intelligent customer support for product selection with case-based reasoning. [pdf]Paper   bibtex   buy
Knowledge Representation for IP Retrieval. IPQ Deliverable AP2-T2-Q4. Tautz, C.; Traphöner, R.; Bergmann, R.; Maximini, R.; and Schaaf, M. Technical Report University of Hildesheim, 2002.
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A Customization Approach for Structured Products in Electronic Shops. Stahl, A.; Bergmann, R.; and Schmitt, S. In 13th International Bled Electronic Commerce Conference, 2002.
A Customization Approach for Structured Products in Electronic Shops [pdf]Paper   bibtex
Acquiring Customers' Requirements in Electronic Commerce. Bergmann, R.; and Cunningham, P. Artificial Intelligence Review, 18(3-4): 163--193. 2002.
Acquiring Customers' Requirements in Electronic Commerce [pdf]Paper   bibtex
Experience Management for Electronic Design Reuse through Quality-Oriented IP Selection. Bergmann, R.; Maximini, R.; and Schaaf, M. In Minor, M.; and Staab, S., editor(s), 1st German Workshop on Experience Management: Sharing Experiences about the Sharing of Experience, Berlin, March 7-8, 2002, Proceedings, volume 10, of LNI, pages 11--22, 2002. GI
Experience Management for Electronic Design Reuse through Quality-Oriented IP Selection [pdf]Paper   bibtex
IPCHL - A Description Language for Semantic IP Characterization. Schaaf, M.; Visarius, M.; Bergmann, R.; Maximini, R.; Spinelli, M.; Lessmann, J.; Hardt, W.; Thronicke, W.; Franz, J.; Tautz, C.; and Traphöner, R. In Best of FDL'02, System Specification & Design Languages. September 2002.
IPCHL - A Description Language for Semantic IP Characterization [pdf]Paper   bibtex   buy
Similarity Assessment for Generalized Cases by Optimization Methods. Mougouie, B.; and Bergmann, R. In Craw, S.; and Preece, A., editor(s), European Conference on Case-Based Reasoning (ECCBR'02), volume 2416, of Lecture Notes in Artificial Intelligence, pages 249--263, 2002. Springer The original publication is available at www.springerlink.com
Similarity Assessment for Generalized Cases by Optimization Methods [pdf]Paper   bibtex   2 downloads
Knowledge-intensive product search and customization in electronic commerce. Bergmann, R.; Traphöner, R.; Schmitt, S.; Cunningham, P.; and Smyth, B. In E-Business Applications, of Advanced Information Systems, pages 87--101. Springer, 2002. The original publication is available at www.springerlink.com
Knowledge-intensive product search and customization in electronic commerce. [pdf]Paper   bibtex   buy
  2001 (9)
Concepts for the Integration of IP Quality Criteria into IP Characterization and Retrieval. IPQ Deliverable AP2-T1-Q2. Tautz, C.; Traphöner, R.; Bergmann, R.; Maximini, R.; Schaaf, M.; and Vollrath, I. Technical Report University of Kaiserslautern, 2001.
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WEBSELL: Intelligent Sales Assistants for the World Wide Web. Cunningham, P.; Bergmann, R.; Schmitt, S.; Traphöner, R.; Breen, S.; and Smyth, B. KI - Künstliche Intelligenz, 15(1): 28--32. 2001.
WEBSELL: Intelligent Sales Assistants for the World Wide Web [pdf]Paper   bibtex
Utility-Oriented Matching: A New Research Direction for Case-Based Reasoning. Bergmann, R.; Richter, M. M; Schmitt, S.; Stahl, A.; and Vollrath, I. In 9th German Workshop on Case-Based Reasoning (GWCBR'2001), 2001.
Utility-Oriented Matching: A New Research Direction for Case-Based Reasoning [pdf]Paper   bibtex
A Formal Approach to Dialogs with Online Customers. Schmitt, S.; and Bergmann, R. In Proc. of the 14 th Bled Electronic Commerce Conference, 2001.
A Formal Approach to Dialogs with Online Customers [pdf]Paper   bibtex
Intelligent Support for Online Sales: The WEBSELL Experience. Cunningham, P.; Bergmann, R.; Schmitt, S.; Traphöner, R.; Breen, S.; and Smyth, B. In Weber, R.; and Wangenheim, C. G. v., editor(s), Proceedings of the Workshop Program at the Fourth International Conference on Case-Based Reasoning (ICCBR 2001), 2001. Proceedings of the ECAI'2000 Workshop on Flexible Strategies for Maintaining Knowledge Containers
Intelligent Support for Online Sales: The WEBSELL Experience [pdf]Paper   bibtex
Highlights of the European INRECA Projects. Bergmann, R. In Aha, D. W.; and Watson, I., editor(s), Case-Based Reasoning Research and Development, 4th International Conference on Case-Based Reasoning, ICCBR 2001, Vancouver, BC, Canada, July 30 - August 2, 2001, Proceedings, volume 2080, of Lecture Notes in Artificial Intelligence, pages 1--15, 2001. Springer The original publication is available at www.springerlink.com
Highlights of the European INRECA Projects [pdf]Paper   bibtex
A Similarity-Based Approach to Attribute Selection in User-Adaptive Sales Dialogs. Kohlmaier, A.; Schmitt, S.; and Bergmann, R. In Aha, D. W.; and Watson, I., editor(s), Case-Based Reasoning Research and Development, 4th International Conference on Case-Based Reasoning, ICCBR 2001, Vancouver, BC, Canada, July 30 - August 2, 2001, Proceedings, volume 2080, of Lecture Notes in Artificial Intelligence, pages 306--320, 2001. Springer The original publication is available at www.springerlink.com
A Similarity-Based Approach to Attribute Selection in User-Adaptive Sales Dialogs [pdf]Paper   bibtex   1 download
Evaluation of a similarity-based approach to customer-adaptive electronic sales dialogs. Kohlmaier, A.; Schmitt, S.; and Bergmann, R. In Weibelzahl, S.; Chin, D.; and Weber, G., editor(s), Workshop on Empirical Evaluations of Adaptive Systems, pages 41--50, July 2001.
Evaluation of a similarity-based approach to customer-adaptive electronic sales dialogs [pdf]Paper   bibtex
Requirements on IP Qualifying Format. IPQ Deliverable AP1-T1-Q2. Tautz, C.; Traphöner, R.; Rülke, S.; Martinez, N.; Seepolt, R.; Vörg, A.; Radetzki, M.; Thronicke, W.; Jerinic, V.; Müller, D.; Siegmund, M.; Bergmann, R.; Vollrath, I.; and Schaaf, M. Technical Report University of Kaiserslautern, 2001.
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  2000 (7)
Towards an empirical evaluation of CBR approaches for product recommendeation in electronic shops. Weibelzahl, S.; Bergmann, R.; and Weber, G. In Göker, M., editor(s), Case-Based Reasoning: Papers from the Eighth German Workshop. Lämmerbuckel, Germany: DaimlerChrysler Research and Technology, 2000.
Towards an empirical evaluation of CBR approaches for product recommendeation in electronic shops [pdf]Paper   bibtex
Applying recursive CBR for the customization of structured products in an electronic shop. Stahl, A.; and Bergmann, R. In Göker, M., editor(s), Case-Based Reasoning: Papers from the Eighth German Workshop. Lämmerbuckel, Germany: DaimlerChrysler Research and Technology, 2000.
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A Customization Approach for Structured Products in Electronic Shops. Stahl, A.; Bergmann, R.; and Schmitt, S. In in Proceedings of the Thirteenth Bled Electronic Commerce Conference, pages 252--264, 2000.
A Customization Approach for Structured Products in Electronic Shops [pdf]Paper   bibtex   7 downloads
Similarity-based retrieval on top of relational databases. Schumacher, J.; and Bergmann, R. In Göker, M., editor(s), Case-Based Reasoning: Papers from the Eighth German Workshop. Lämmerbuckel, Germany: DaimlerChrysler Research and Technology, 2000.
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An Efficient Approach to Similarity-Based Retrieval on Top of Relational Databases. Schumacher, J.; and Bergmann, R. In Blanzieri, E.; and Portinale, L., editor(s), Advances in Case-Based Reasoning, 5th European Workshop, EWCBR 2000, Trento, Italy, September 6-9, 2000, Proceedings, volume 1898, of Lecture Notes in Computer Science, pages 273--284, 2000. Springer The original publication is available at www.springerlink.com
An Efficient Approach to Similarity-Based Retrieval on Top of Relational Databases [pdf]Paper   bibtex   1 download
Applying Recursive CBR for the Custumization of Structured Products in an Electronic Shop. Stahl, A.; and Bergmann, R. In Blanzieri, E.; and Portinale, L., editor(s), Advances in Case-Based Reasoning, 5th European Workshop, EWCBR 2000, Trento, Italy, September 6-9, 2000, Proceedings, volume 1898, of Lecture Notes in Computer Science, pages 297--308, 2000. Springer The original publication is available at www.springerlink.com
Applying Recursive CBR for the Custumization of Structured Products in an Electronic Shop [pdf]Paper   bibtex   1 download
Utilizing Constraint Satisfaction Approaches for IP Retrieval. Koegst, M.; Schneider, J.; Bergmann, R.; and Vollrath, I. In 3rd Workshop on System Design Automation, Rathen, 2000.
Utilizing Constraint Satisfaction Approaches for IP Retrieval [pdf]Paper   bibtex   1 download
  1999 (10)
Developing Industrial Case-Based Reasoning Applications Using the INRECA Methodology. Bergmann, R.; and Göker, M. In Anand, S.; Aamodt, A.; and Aha, D., editor(s), IJCAI-99 Workshop on the automatic construction of case-based reasoners, 1999.
Developing Industrial Case-Based Reasoning Applications Using the INRECA Methodology [pdf]Paper   bibtex   1 download
Product customization in an electronic commerce environment using adaptation operators. Schmitt, S.; and Bergmann, R. In Melis, E., editor(s), 7th German Workshop on Case-Based Reasoning, 1999.
Product customization in an electronic commerce environment using adaptation operators [pdf]Paper   bibtex
IP Retrieval by solving constraint satisfaction problems. Koegst, M.; Schneider, J.; Bergmann, R.; and Vollrath, I. In FDL '99, Second International Forum on Design Languages, 1999.
IP Retrieval by solving constraint satisfaction problems [pdf]Paper   bibtex
WebPlan: Dynamic planning for domain-specific search in the Internet. Hüllen, J.; Bergmann, R.; and Weberskirch, F. In Köhler, J., editor(s), 13. Workshop "Planen und Konfigurieren" (PuK-99), 1999.
WebPlan: Dynamic planning for domain-specific search in the Internet [pdf]Paper   bibtex   1 download
Developing Industrial Case-Based Reasoning Applications: The INRECA Methodology. Bergmann, R.; Breen, S.; Göker, M.; Manago, M.; and Wess, S. Volume 1612 of Lecture Notes in Artificial IntelligenceSpringer, 1999. The original publication is available at www.springerlink.com
Developing Industrial Case-Based Reasoning Applications: The INRECA Methodology. [link]Paper   bibtex   buy
Preface to the special issue on Engineering Applications of Case-Based Reasoning. Bergmann, R. Engineering Applications of Artificial Intelligence, 12(6): 661--663. 1999. Elsevier
Preface to the special issue on Engineering Applications of Case-Based Reasoning [pdf]Paper   bibtex   2 downloads
Applying case-based reasoning technology for product selection and customization in electronic commerce environments. Schmitt, S.; and Bergmann, R. In 12th Bled Electronic Commerce Conference, 1999.
Applying case-based reasoning technology for product selection and customization in electronic commerce environments [pdf]Paper   bibtex   1 download
Design of the intelligent sales architecture, WEBSELL Deliverables D3.1 & D4.1. WEBSELL Consortium. Bergmann, R.; Breen, S.; Cunningham, P.; Dobal, R.; Grohmann, H. -.; McNaulty, P.; Schmitt, S.; Traphöner, R.; Voltz, M.; and Wolf, M. Technical Report University of Kaiserslautern, 1999.
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Generalized cases and their application to electronic designs. Bergmann, R.; Vollrath, I.; and Wahlmann, T. In Melis, E., editor(s), 7th German Workshop on Case-Based Reasoning, 1999.
Generalized cases and their application to electronic designs [pdf]Paper   bibtex
Generalized Cases: Representation and Steps Towards Efficient Similarity Assessment. Bergmann, R.; and Vollrath, I. In Burgard, W.; Christaller, T.; and Cremers, A., editor(s), Proceedings of the 23rd Annual German Conference on Artificial Intelligence: Advances in Artificial Intelligence, volume 1701, of Lecture Notes in Artificial Intelligence, pages 195--206, 1999. Springer The original publication is available at www.springerlink.com
Generalized Cases: Representation and Steps Towards Efficient Similarity Assessment [pdf]Paper   bibtex   1 download
  1998 (20)
Case-Based Reasoning for Medical Decision Support Tasks: The INRECA Approach. Althoff, K.; Bergmann, R.; Wess, S.; Manago, M.; Auriol, E.; Larichev, O.; Bolotov, A.; Zhuravlev, Y. I; and Gurov, S. I Artificial Intelligence in Medicine Journal (AIMJ), 12(1): 25--41. 1998.
Case-Based Reasoning for Medical Decision Support Tasks: The INRECA Approach [pdf]Paper   bibtex
Towards a New Formal Model of Transformational Adaptation in Case-Based Reasoning. Bergmann, R.; and Wilke, W. In Prade, H., editor(s), 13th European Conference on Artificial Intelligence (ECAI'98), pages 53--57, 1998. John Wiley & Sons
Towards a New Formal Model of Transformational Adaptation in Case-Based Reasoning [pdf]Paper   bibtex   2 downloads
The Development of HOMER: A Case-Based CAD/CAM Help-Desk Support Tool. Göker, M. H.; Roth-Berghofer, T.; Bergmann, R.; Pantleon, T.; Traphöner, R.; Wess, S.; and Wilke, W. In Smyth, B.; and Cunningham, P., editor(s), Advances in Case-Based Reasoning, 4th European Workshop, EWCBR-98, Dublin, Ireland, September 1998, Proceedings, volume 1488, of Lecture Notes in Computer Science, pages 346--357, 1998. Springer The original publication is available at www.springerlink.com
The Development of HOMER: A Case-Based CAD/CAM Help-Desk Support Tool [pdf]Paper   bibtex   1 download
Collecting Experience on the Systematic Development of CBR Applications Using the INRECA Methodology. Bergmann, R.; Breen, S.; Fayol, E.; Göker, M. H.; Manago, M.; Schmitt, S.; Schumacher, J.; Stahl, A.; Wess, S.; and Wilke, W. In Smyth, B.; and Cunningham, P., editor(s), Advances in Case-Based Reasoning, 4th European Workshop, EWCBR-98, Dublin, Ireland, September 1998, Proceedings, volume 1488, of Lecture Notes in Computer Science, pages 460--470, 1998. Springer The original publication is available at www.springerlink.com
Collecting Experience on the Systematic Development of CBR Applications Using the INRECA Methodology [pdf]Paper   bibtex
Towards a New Formal Model of Transformational Adaptation in Case-Based Reasoning. Bergmann, R.; and Wilke, W. In Proceedings of the 6th German Workshop on Case-Based Reasoning (GWCBR'98), 1998.
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Are your READee for IPs?. Oehler, P.; Vollrath, I.; Conradi, P.; and Bergmann, R. In Kunzmann, A.; and Seepold, R., editor(s), Second GI/ITG/GMM Workshop "Reuse Techniques for VLSI Design, of FZI-Report, 1998. Universität Karlsruhe
Are your READee for IPs? [pdf]Paper   bibtex
Negotiation During Intelligent Sales Support with Case-Based Reasoning. Wilke, W.; Bergmann, R.; and Wess, S. In Gierl, L.; and Lenz, M., editor(s), Proceedings of the 6th German Workshop on Case-Based Reasoning (GWCBR'98), 1998.
Negotiation During Intelligent Sales Support with Case-Based Reasoning [pdf]Paper   bibtex   4 downloads
Specification of tools that support the methodology. INRECA-II Deliverable D7, INRECA Consortium. Manago, M.; Bergmann, R.; Stahl, A.; and Wilke, W. Technical Report University of Kaiserslautern, 1998.
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The INRECA-II Methodology for Building and Maintaining CBR Applications. Bergmann, R.; Breen, S.; Göker, M.; Manago, M.; Schmitt, S.; Schumacher, J.; Stahl, A.; Tartarin, E.; Wess, S.; and Wilke, W. In Gierl, L.; and Lenz, M., editor(s), Proceedings of the 6th German Workshop on Case-Based Reasoning (GWCBR'98), 1998.
The INRECA-II Methodology for Building and Maintaining CBR Applications [pdf]Paper   bibtex
Efficient Retrieval of Abstract Cases for Case-Based Planning. Bergmann, R. In Proceedings of the Symposium on Abstraction, Reformulation and Approximation (SARA'98), pages 9--18, 1998. Rutgers University
Efficient Retrieval of Abstract Cases for Case-Based Planning [pdf]Paper   bibtex
On the Use of Taxonomies for Representing Case Features and Local Similarity Measures. Bergmann, R. In Gierl, L.; and Lenz, M., editor(s), Proceedings of the 6th German Workshop on Case-Based Reasoning (GWCBR'98), 1998.
On the Use of Taxonomies for Representing Case Features and Local Similarity Measures [pdf]Paper   bibtex   3 downloads
Similarity Measures for Object-Oriented Case Representations. Bergmann, R.; and Stahl, A. In Smyth, B.; and Cunningham, P., editor(s), Advances in Case-Based Reasoning, 4th European Workshop, EWCBR-98, Dublin, Ireland, September 1998, Proceedings, volume 1488, of Lecture Notes in Computer Science, pages 25--36, 1998. Springer The original publication is available at www.springerlink.com
Similarity Measures for Object-Oriented Case Representations [pdf]Paper   bibtex   2 downloads
Case-based reasoning support for online catalog sales. Vollrath, I.; Wilke, W.; and Bergmann, R. Internet Computing, IEEE, 2(4): 47 --54. August 1998.
Case-based reasoning support for online catalog sales [pdf]Paper   doi   bibtex   1 download
Refined methodology for building and maintaining a CBR application. ESPRIT-Project INRECA-II, Deliverable D6, INRECA Consortium. Bergmann, R.; Breen, S.; Fayol, E.; Göker, M.; Johnston, R.; Schmitt, S.; Schumacher, J.; Stahl, A.; Traphöner, R.; Wess, S.; and Wilke, W. Technical Report University of Kaiserslautern, 1998.
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Techniques and knowledge used for adaptation during base-cased problem solving. Wilke, W.; and Bergmann, R. In Pobil, A. P. D.; Mira, J.; and Ali, M., editor(s), Tasks and Methods in Applied Artificial Intelligence, 11th International Conference on Industrial and Engineering Applications of Artificial In telligence and Expert Systems, IEA/AIE-98, Castellón, Spain, June 1-4, 1998, Proceedings, Volume II, volume 1416, of Lecture Notes in Computer Science, pages 497--506, 1998. Springer The original publication is available at www.springerlink.com
Techniques and knowledge used for adaptation during base-cased problem solving [pdf]Paper   bibtex   2 downloads
Case-based reasoning applied to planning tasks. Bergmann, R.; Munoz-Avila, H.; Veloso, M.; and Melis, E. In Lenz, M.; Bartsch-Spörl, B.; Burkhard, H. -.; and Wess, S., editor(s), Case-Based Reasoning Technology from Foundations to Applications, of Lecture Notes in Artificial Intelligence, pages 169--199. Springer, 1998. The original publication is available at www.springerlink.com
Case-based reasoning applied to planning tasks [pdf]Paper   bibtex   buy
READee - Decision Support for IP Selection using a Knowledge-Based Approach. Oehler, P.; Vollrath, I.; Conradi, P.; Bergmann, R.; and Wahlmann, T. In In IP98 Europe Proceedings, 1998. Miller Freeman
READee - Decision Support for IP Selection using a Knowledge-Based Approach [pdf]Paper   bibtex
Intelligent Electronic Catalogs for Sales Support - Introducing Case-Based Reasoning Techniques to On-Line Product Selection Applications. Vollrath, I.; Wilke, W.; and Bergmann, R. In Roy, R.; Furuhashi, T.; and Chawddhry, P., editor(s), Proceedings of the 3rd World Conference on Soft Computing: Advances in Soft Computing - Engineering Design and Manufacturing, Springer, 1998. The original publication is available at www.springerlink.com
Intelligent Electronic Catalogs for Sales Support - Introducing Case-Based Reasoning Techniques to On-Line Product Selection Applications [pdf]Paper   bibtex
Proposal for a planning approach for information seeking. Carranza, C.; Munoz-Avila, H.; Weberskirch, F.; and Bergmann, R. In Bergmann, R.; and Kott, A., editor(s), AIPS'98 Workshop on Integrating Planning, Scheduling and Execution in Dynamic and Uncertain Environments, volume 98, 1998. AAAI Press
Proposal for a planning approach for information seeking [pdf]Paper   bibtex   3 downloads
Case-based reasoning applied to planning tasks. Bergmann, R.; and Althoff, K. In Lenz, M.; Bartsch-Spörl, B.; Burkhard, H. -.; and Wess, S., editor(s), Case-Based Reasoning Technology from Foundations to Applications, of Lecture Notes in Artificial Intelligence, pages 299--326. Springer, 1998. The original publication is available at www.springerlink.com
Case-based reasoning applied to planning tasks [pdf]Paper   bibtex   buy
  1997 (4)
Using Knowledge Containers to Model a Framework for Learning Adaptation Knowledge. Wilke, W.; Vollrath, I.; and Bergmann, R. In Wettschereck, D.; and Aha, D. W., editor(s), European Conference on Machine Learning. MLNet Workshop Notes - Case-Based Learning: Beyond Classification of Feature Vectors, pages 68--75, Naval Research Laboratory, Washington, D. C., USA, 1997. Navy Center for Applied Research in Artificial Intelligence
Using Knowledge Containers to Model a Framework for Learning Adaptation Knowledge [pdf]Paper   bibtex   abstract
A framework for learning adaptation knowledge based on knowledge light approaches. Wilke, W.; Vollrath, I.; Althoff, K. D; and Bergmann, R. In Proceedings of the Fifth German Workshop on Case-Based Reasoning, pages 235--242, 1997.
A framework for learning adaptation knowledge based on knowledge light approaches [pdf]Paper   bibtex
Ingredients for Developing a Case-Based Reasoning Methodology. Bergmann, R.; Wilke, W.; Althoff, K.; Breen, S.; and Johnston, R. In Proceedings of the Fifth German Workshop on Case-Based Reasoning, pages 49--58, 1997. Universität Kaiserslautern
Ingredients for Developing a Case-Based Reasoning Methodology [pdf]Paper   bibtex
Using Software Process Modeling for Building a Case-Based Reasoning Methodology: Basis Approach and Case Study. Bergmann, R.; Wilke, W.; and Schumacher, J. In Leake, D. B.; and Plaza, E., editor(s), Case-Based Reasoning Research and Development, Second International Conference, ICCBR-97, Providence, Rhode Island, USA, July 25-27, 1997, Proceedings, volume 1266, of Lecture Notes in Artificial Intelligence, pages 509--518, 1997. Springer The original publication is available at www.springerlink.com
Using Software Process Modeling for Building a Case-Based Reasoning Methodology: Basis Approach and Case Study [pdf]Paper   bibtex
  1996 (9)
Fallbasiertes Schließen zur Kreditwürdigkeitsprüfung. Wilke, W.; Bergmann, R.; and Althoff, K. KI - Künstliche Intelligenz, . 1996.
Fallbasiertes Schließen zur Kreditwürdigkeitsprüfung [pdf]Paper   bibtex   1 download
Effizientes Problemlösen durch flexible Wiederverwendung von Fällen auf verschiedenen Abstraktionsebenen. Bergmann, R. of DISKIInfix, 1996. ISBN 3-89601-138-3
Effizientes Problemlösen durch flexible Wiederverwendung von Fällen auf verschiedenen Abstraktionsebenen [pdf]Paper   bibtex   buy
General-Purpose Case-based planning: Applications, methods and systems. Veloso, M.; Munoz-Avila, H.; and Bergmann, R. AI Communications, 9(3): 128--137. 1996.
General-Purpose Case-based planning: Applications, methods and systems [pdf]Paper   bibtex   1 download
Integrating General Knowledge with Object-Oriented Case Representation and Reasoning. Bergmann, R.; Wilke, W.; Vollrath, I.; and Wess, S. In Burkhard, H.; and Wess, S., editor(s), 4th German Workshop: Case-Based Reasoning - System Development and Evaluation, pages 120--126, Informatik-Berichte Nr. 55, 1996. Humboldt-Universität Berlin
Integrating General Knowledge with Object-Oriented Case Representation and Reasoning [pdf]Paper   bibtex   1 download
PARIS: Flexible plan adaptation by abstraction and refinement. Bergmann, R.; and Wilke, W. In ECAI 1996 Workshop on Adaptation in Case-Based Reasoning, 1996.
PARIS: Flexible plan adaptation by abstraction and refinement [pdf]Paper   bibtex
On the Role of Abstraction in Case-Based Reasoning. Bergmann, R.; and Wilke, W. In Smith, I. F. C.; and Faltings, B., editor(s), Advances in Case-Based Reasoning, Third European Workshop, EWCBR-96, Lausanne, Switzerland, November 14-16, 1996, Proceedings, volume 1168, of Lecture Notes in Computer Science, pages 28--43, 1996. Springer
On the Role of Abstraction in Case-Based Reasoning. [pdf]Paper   bibtex   3 downloads
Incremental Adaptation with the INRECA-System. Wilke, W.; and Bergmann, R. In ECAI 1996 Workshop on Adaptation in Case-Based Reasoning, 1996.
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Considering Decision Cost During Learning of Feature Weights. Wilke, W.; and Bergmann, R. In Smith, I. F. C.; and Faltings, B., editor(s), Advances in Case-Based Reasoning, Third European Workshop, EWCBR-96, Lausanne, Switzerland, November 14-16, 1996, Proceedings, volume 1168, of Lecture Notes in Computer Science, pages 460--472, 1996. Springer
Considering Decision Cost During Learning of Feature Weights. [pdf]Paper   bibtex
Fallbasiertes Planen: Ausgewählte Methoden und Systeme. Bergmann, R.; Munoz-Avila, H.; and Veloso, M. KI - Künstliche Intelligenz, 22--28. January 1996.
Fallbasiertes Planen: Ausgewählte Methoden und Systeme [pdf]Paper   bibtex
  1995 (8)
Fallbasiertes Schließen zur Unterstützung der Wiederverwendung objektorientierter Software: Eine Fallstudie. Bergmann, R.; and Eisenecker, U. In Richter, M. M; and Maurer, F., editor(s), Proceedings der 3. Deutschen Expertensystemtagung, XPS-95, pages 152--169, 1995. Infix
Fallbasiertes Schließen zur Unterstützung der Wiederverwendung objektorientierter Software: Eine Fallstudie [pdf]Paper   bibtex
Learning abstract planning cases. Bergmann, R.; and Wilke, W. In Lavrac, N.; and Wrobel, S., editor(s), Proceedings of the Europ. Conf. on Machine Learning, pages 55--76, 1995. Springer The original publication is available at www.springerlink.com
Learning abstract planning cases [pdf]Paper   bibtex
Case-Based Reasoning for Decision Support and Diagnostic Problem Solving: The INRECA Approach. Althoff, K.; Auriol, E.; Bergmann, R.; Breen, S.; Dittrich, S.; Johnston, R.; Manago, M.; Traphöner, R.; and Wess, S. In Third German Workshop on Case-Based Reasoning, volume 95-02, pages 63--72, 1995. Zentrum für Lernende Systeme und Anwendungen, Universität Kaiserslautern
Case-Based Reasoning for Decision Support and Diagnostic Problem Solving: The INRECA Approach [pdf]Paper   bibtex
En evaluation of the final integrated system. ESPRIT-Project INRECA, Deliverable D6. Althoff, K.; Wess, S.; Weiss, K. -.; Auriol, E.; Bergmann, R.; Holz, H.; Johnston, R.; Manago, M.; Meissonnier, A.; Priebisch, C.; Traphöner, R.; and Wilke, W. Technical Report University of Kaiserslautern, 1995.
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Plan Abstraction with Change of Representation Language. Bergmann, R. In Levy, A; and Nayak, P, editor(s), Proceedings of the Symposium on Abstraction Reformulation and Approximation (SARA'95), pages 16--23, 1995.
Plan Abstraction with Change of Representation Language [pdf]Paper   bibtex   1 download
Flexible Reuse of Plans by Abstraction and Refinement. Bergmann, R.; and Wilke, W. In Beiträge zum 7. Fachgruppentreffen „Maschinelles Lernen, 1995.
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Building and refining abstract planning cases by change of representation language. Bergmann, R.; and Wilke, W. Journal of AI Research, 53--118. 1995.
Building and refining abstract planning cases by change of representation language [pdf]Paper   bibtex   3 downloads
Flexible Reuse of Plans by Abstraction and Refinement. Bergmann, R.; and Wilke, W. In Köhler, J., editor(s), Proceedings of the IJCAI Workshop on Reuse of Plans, Proofs, and Programs, 1995.
Flexible Reuse of Plans by Abstraction and Refinement [pdf]Paper   bibtex
  1994 (9)
Objektorientierte Wiederverwendung und fallbasiertes Schliessen - Teil 2: Literaturüberblick. Reinartz, T.; Althoff, K.; and Bergmann, R. Technical Report Universität Kaiserslautern, 79 Seiten, 1994.
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Studie: Objektorientierte Wiederverwendung und fallbasiertes Schließen - Teil 1: Beispielprogramme als Fallbasis. Richter, M. M; Bergmann, R.; Maurer, F.; and Pews, G. Technical Report Universität Kaiserslautern, 19 Seiten, 1994.
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Lernen von Abstraktionshierarchien zur Optimierung der Auswahl von maschinell abstrahierten Plänen. Bergmann, R.; and Wilke, W. In Bergmann, R.; Paulokat, J.; Schoeller, A.; and Wache, H., editor(s), Proceedings des 8th Workshop "Planen und Konfigurieren" (PuK-94) der GI, Universitaet Kaiserslautern, 1994.
Lernen von Abstraktionshierarchien zur Optimierung der Auswahl von maschinell abstrahierten Plänen [pdf]Paper   bibtex
CASUEL: A Common Case Representation Language - Version 2.0 ESPRIT-Project INRECA, Deliverable D1. Manago, M.; Bergmann, R.; Wess, S.; and Traphöner, R. Technical Report University of Kaiserslautern, 1994.
CASUEL: A Common Case Representation Language - Version 2.0 ESPRIT-Project INRECA, Deliverable D1 [pdf]Paper   bibtex
Studie: Objektorientierte Wiederverwendung und fallbasiertes Schließen - Teil 4: Ansätze und Perspektiven. Bergmann, R.; Maurer, F.; and Reinartz, T. Technical Report Universität Kaiserslautern, 45 Seiten, 1994.
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Induction and Case-Based Reasoning for Classification Tasks. Althoff, K.; Wess, S.; Bergmann, R.; Maurer, F.; Manago, M.; Auriol, E.; Conruyt, N.; Traphöner, R.; Bräuer, M.; and Dittrich, S. In Bock, H. H; Lenski, W.; and Richter, M. M, editor(s), Information Systems and Data Analysis, Prospects-Foundations-Applications, Proc. 17th Annual Conference of the GfKl, pages 3--16, University of Kaiserslautern, 1994. Springer The original publication is available at www.springerlink.com
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Explanation-based similarity: A unifying approach for integrating domain knowledge into case-based reasoning for diagnosis and planning tasks. Bergmann, R.; Pews, G.; and Wilke, W. In Wess, S.; Althoff, K.; and Richter, M. M, editor(s), Topics in Case-Based Reasoning, volume 837, of Lecture Notes in Artificial Intelligence, pages 182--196. Springer, 1994. The original publication is available at www.springerlink.com
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Studie: Objektorientierte Wiederverwendung und fallbasiertes Schließen - Teil 3: Merkmale und Ähnlichkeitsmasse. Bergmann, R.; Maurer, F.; and Pews, G. Technical Report Universität Kaiserslautern, 47 Seiten, 1994.
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Using Background Knowledge in the Integrated System: Specification and Approach ESPRIT-Project INRECA, Deliverable D29. Bergmann, R.; Wess, S.; Traphöner, R.; and Breen, S. Technical Report University of Kaiserslautern, 1994.
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  1993 (6)
Explanation-based Similarity for Case Retrieval and Adaptation and it's Application to Diagnosis and Planning Tasks. Bergmann, R.; and Pews, G. In Wess, S.; Althoff, K.; and Richter, M. M, editor(s), Proceedings of the 1st European Workshop on Case-based Reasoning (Preprints) University of Kaiserslautern, 1993.
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Learning Hierarchically Clustered Shared Plan Abstractions as Problem solving Knowledge with High utility for planning. Bergmann, R. In Horz, A., editor(s), Proceedings des 7th Workshop "Planen und Konfigurieren" (PuK-93) der GI. Arbeitspapiere der GMD, of Arbeitspapier der GMD, 1993. GMD
Learning Hierarchically Clustered Shared Plan Abstractions as Problem solving Knowledge with High utility for planning [pdf]Paper   bibtex   2 downloads
Integrating Abstraction, Explanation-based Learning from Multiple Examples, and Hierarchical Clustering with a Performance Component for Planning. Bergmann, R. In Plaza, E., editor(s), Proc. ECML-93 Workshop on "Integrated Learning Architectures", 1993.
Integrating Abstraction, Explanation-based Learning from Multiple Examples, and Hierarchical Clustering with a Performance Component for Planning [pdf]Paper   bibtex
Integrating Inductive and Case-Based Technologies for Classification and Diagnostic Reasoning. Althoff, K.; Bergmann, R.; Maurer, F.; Wess, S.; Manago, M.; Auriol, E.; Conruyt, N.; Traphöner, R.; Bräuer, M.; and Dittrich, S. In Plaza, E., editor(s), Proceeding of the ECML-93 Workshop on "Integrated Learning Architectures", 1993.
Integrating Inductive and Case-Based Technologies for Classification and Diagnostic Reasoning [pdf]Paper   bibtex
Erklärungsbasierte Ähnlichkeitsbestimmung und ihre Anwendung in Planung und Diagnose. Pews, G.; and Bergmann, R. In Proceedings des Workshops: Maschinelles Lernen: Theoretische Ansätze and Anwendungsaspekte, Forschungsberichte Universität Karlsruhe, Bericht 291, 1993.
Erklärungsbasierte Ähnlichkeitsbestimmung und ihre Anwendung in Planung und Diagnose [pdf]Paper   bibtex
Inkrementelles Lernen von Abstraktionshierarchien aus maschinell abstrahierten Plänen. Bergmann, R.; and Wilke, W. In Proceedings des Workshops: Maschinelles Lernen: Theoretische Ansätze and Anwendungsaspekte, Forschungsberichte Universität Karlsruhe, Bericht 291, 1993.
Inkrementelles Lernen von Abstraktionshierarchien aus maschinell abstrahierten Plänen [pdf]Paper   bibtex
  1992 (5)
Abstrakte Fallrepräsentation für Abruf und Adaption von Planungsfällen auf verschiedenen Abstraktionsniveaus. Bergmann, R.; and Dannenmann, A. In Workshop: Ähnlichkeit von Fällen in Systemen des fallbasierten Schließens, 1992. Universität Kaiserslautern
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Knowledge acquisition by generating skeletal plans from real world cases. Bergmann, R. In Schmalhofer, F.; Strube, G.; and Wetter, T., editor(s), Contemporary Knowledge Engineering and Cognition, volume 622, of Lecture Notes in Artificial Intelligence, pages 125--133. Springer, 1992. The original publication is available at www.springerlink.com
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Explanation-based learning for the automated reuse of programs. Bergmann, R. In Proceedings of the IEEE-Conference on Computer Systems and Software Engineering, pages 109--110, 1992. IEEE Computer Society Press
Explanation-based learning for the automated reuse of programs [link]Paper   bibtex   1 download
Learning Plan abstractions. Bergmann, R. In Ohlbach, H., editor(s), GWAI-92 16th German Workshop on Artificial Intelligence, volume 671, of Lecture Notes in Artificial Intelligence, pages 187--198, 1992. Springer The original publication is available at www.springerlink.com
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Learning abstract planning cases to speed up hierarchical planning. Bergmann, R. In Proceedings of the ML'92 Workshop on Knowledge Compilation and Speedup Learning, 1992. University of Aberdeen
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  1991 (3)
Using integrated knowledge acquisition to prepare sophisticated expert plans for their re-use in novel situations. Schmalhofer, F.; Bergmann, R.; Kühn, O.; and Schmidt, G. In Christaller, T., editor(s), GWAI-91 15th German Workshop on Artificial Intelligence, of Lecture Notes in Artificial Intelligence, pages 62--71, 1991. Springer The original publication is available at www.springerlink.com
Using integrated knowledge acquisition to prepare sophisticated expert plans for their re-use in novel situations [pdf]Paper   bibtex
CECoS: A case experience combination system for knowledge acquisition for expert systems. Bergmann, R.; and Schmalhofer, F. Behavior Research Methods, Instruments and Computers, 23(2): 142--148. 1991.
CECoS: A case experience combination system for knowledge acquisition for expert systems [pdf]Paper   bibtex   1 download
Das Erlernen einer Programmiersprache: Wissenserwerb aus Texten, Beispielen und komplexen Programmen. Bergmann, R.; Boschert, S.; and Schmalhofer, F. In Reiss, M.; Reiss, undefined; and Spandl, H., editor(s), Maschinelles Lernen, pages 204--225. 1991.
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  1990 (1)
Generierung von Skelettplänen als Problem der Wissensakquisition. Bergmann, R. Technical Report Diplomarbeit, Universität Kaiserslautern, 1990.
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