Publications

List of my publications. You can also find me on Google Scholar, DBLP, or Cristin.

85 entries « 2 of 2 »

2017

Skjold, Kari; Øien, Marthe; Bach, Kerstin; Aamodt, Agnar

IntelliMeal - Enhancing Creativity by Reusing Domain Knowledge in the Adaptation Process Inproceedings

In: -, Antonio Sánchez A; -, Anders Kofod (Ed.): Proceedings of ICCBR 2017 Workshops (CAW, CBRDL, PO-CBR), Doctoral Consortium, and Competitions co-located with the 25th International Conference on Case-Based Reasoning (ICCBR 2017), Trondheim, Norway, June 26-28, 2017, pp. 277–284, CEUR-WS.org, 2017.

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Ibrahim, Zina M; Wu, Honghan; Bach, Kerstin; Dobson, Richard J B; Denaxas, Spiros C; Wiratunga, Nirmalie; Massie, Stewart; Sani, Sadiq (Ed.)

Proceedings of the 2nd International Workshop on Knowledge Discovery in Healthcare Data Co-located with the 26th International Joint Conference on Artificial Intelligence (IJCAI 2017), Melbourne, Australia, August 20, 2017 Proceeding

CEUR-WS.org, vol. 1891, 2017.

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2016

Sizov, Gleb; ü, Pinar Özt; Bach, Kerstin

Evaluation of Explanations Extracted from Textual Reports Inproceedings

In: Markov, Zdravko; Russell, Ingrid (Ed.): Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, FLAIRS 2016, Key Largo, Florida, USA, May 16-18, 2016, pp. 425–429, AAAI Press, 2016.

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Bach, Kerstin; Szczepanski, Tomasz; Aamodt, Agnar; Gundersen, Odd Erik; Mork, Paul Jarle

Case Representation and Similarity Assessment in the selfBACK Decision Support System Inproceedings

In: Goel, Ashok K; -, Belén Díaz M; -, Thomas Roth (Ed.): Case-Based Reasoning Research and Development - 24th International Conference, ICCBR 2016, Atlanta, GA, USA, October 31 - November 2, 2016, Proceedings, pp. 32–46, Springer, 2016.

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Szczepanski, Tomasz; Bach, Kerstin; Aamodt, Agnar

Challenges for the Similarity-Based Comparison of Human Physical Activities Using Time Series Data Inproceedings

In: Coman, Alexandra; Kapetanakis, Stelios (Ed.): Workshops Proceedings for the Twenty-fourth International Conference on Case-Based Reasoning (ICCBR 2016), Atlanta, Georgia, USA, October 31 - November 2, 2016, pp. 173–177, CEUR-WS.org, 2016.

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Bach, Kerstin; Szczepanski, Tomasz; Aamodt, Agnar; Gundersen, Odd Erik; Mork, Paul Jarle

Case Representation and Similarity Assessment in the selfBACK Decision Support System Inproceedings

In: Krestel, Ralf; Mottin, Davide; ü, Emmanuel M (Ed.): Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", Potsdam, Germany, September 12-14, 2016, pp. 153–154, CEUR-WS.org, 2016.

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Bach, Kerstin; Mork, Paul Jarle; Aamodt, Agnar

Can Data-driven Self-Management Reduce Low Back Pain? Journal Article

In: ERCIM News, vol. 2016, no. 104, 2016.

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2014

Bach, Kerstin; Sauer, Christian Severin; Althoff, Klaus-Dieter; Roth-Berghofer, Thomas

Knowledge Modeling with the Open Source Tool myCBR Inproceedings

In: Nalepa, Grzegorz J; Baumeister, Joachim (Ed.): Proceedings of 10th Workshop on Knowledge Engineering and Software Engineering (KESE10) co-located with 21st European Conference on Artificial Intelligence (ECAI 2014), Prague, Czech Republic, August 19 2014, CEUR-WS.org, 2014.

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Bach, Kerstin; Gundersen, Odd Erik; Knappskog, Christian; ü, Pinar Özt

Automatic Case Capturing for Problematic Drilling Situations Inproceedings

In: Lamontagne, Luc; Plaza, Enric (Ed.): Case-Based Reasoning Research and Development - 22nd International Conference, ICCBR 2014, Cork, Ireland, September 29, 2014 - October 1, 2014. Proceedings, pp. 48–62, Springer, 2014.

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2013

Bach, Kerstin

Knowledge Acquisition for Case-Based Reasoning Systems PhD Thesis

Heidelberg University, 2013.

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2012

Bach, Kerstin; ä, Daniel Sch; Enke, Neela; Seeger, Bernhard; Gemeinholzer, Birgit; ö, J

A comparative evaluation of technical solutions for long-term data repositories in integrative biodiversity research Journal Article

In: Ecol. Informatics, vol. 11, pp. 16–24, 2012.

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Enke, Neela; Thessen, Anne E; Bach, Kerstin; ö, J; Seeger, Bernhard; Gemeinholzer, Birgit

The user's view on biodiversity data sharing - Investigating facts of acceptance and requirements to realize a sustainable use of research data - Journal Article

In: Ecol. Informatics, vol. 11, pp. 25–33, 2012.

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Bach, Kerstin; Althoff, Klaus-Dieter

Developing Case-Based Reasoning Applications Using myCBR 3 Inproceedings

In: Agudo, Belén Díaz; Watson, Ian (Ed.): Case-Based Reasoning Research and Development - 20th International Conference, ICCBR 2012, Lyon, France, September 3-6, 2012. Proceedings, pp. 17–31, Springer, 2012.

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2011

Reichle, Meike; Bach, Kerstin; Althoff, Klaus-Dieter

Knowledge engineering within the application-independent architecture SEASALT Journal Article

In: Int. J. Knowl. Eng. Data Min., vol. 1, no. 3, pp. 202–215, 2011.

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Bach, Kerstin; Althoff, Klaus-Dieter; Newo, Régis; Stahl, Armin

A Case-Based Reasoning Approach for Providing Machine Diagnosis from Service Reports Inproceedings

In: Ram, Ashwin; Wiratunga, Nirmalie (Ed.): Case-Based Reasoning Research and Development - 19th International Conference on Case-Based Reasoning, ICCBR 2011, London, UK, September 12-15, 2011. Proceedings, pp. 363–377, Springer, 2011.

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Roth-Berghofer, Thomas; Sauer, Christian Severin; Althoff, Klaus-Dieter; Bach, Kerstin; Newo, Régis

SEASALTexp- An Explanation-aware Architecture for Extracting and Case-Based Processing of Experiences from Internet Communities Inproceedings

In: Spiliopoulou, Myra; ü, Andreas N; Schult, Rene (Ed.): Report of the symposium "Lernen, Wissen, Adaptivität 2011" of the GI special interest groups KDML, IR and WM, LWA 2011, Magdeburg, 28.-30.September 2011, pp. 274–277, Fakultät für Informatik, Otto-von-Guericke-Universität Magdeburg, 2011.

BibTeX

Bach, Kerstin; -, Thomas Roth

GWEM 2011 - German Workshop on Experience Management Inproceedings

In: Maier, Ronald (Ed.): 6th Conference on Professional Knowledge Management: From Knowledge to Action, February 21-23, 2011 in Innsbruck, Austria, pp. 191–193, GI, 2011.

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Bach, Kerstin; Reuss, Pascal; Althoff, Klaus-Dieter

Case-Based Menu Creation as an Example of Individualized Experience Management Inproceedings

In: Maier, Ronald (Ed.): 6th Conference on Professional Knowledge Management: From Knowledge to Action, February 21-23, 2011 in Innsbruck, Austria, pp. 194–203, GI, 2011.

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2010

Newo, Régis; Bach, Kerstin; Althoff, Klaus-Dieter

Knowledge Acquisition for Simulating Complex Psychological Processes Inproceedings

In: Nalepa, Grzegorz J; Baumeister, Joachim (Ed.): Proceedings of the 6th Workshop on Knowledge Engineering and Software Engineering, Karlsruhe, Germany, September 21, 2010, CEUR-WS.org, 2010.

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Sauer, Christian Severin; Bach, Kerstin; Althoff, Klaus-Dieter

Integration of Linked Open Data in Case-Based Reasoning Systems Inproceedings

In: Atzmueller, Martin; Benz, Dominik; Hotho, Andreas; Stumme, Gerd (Ed.): LWA 2010 - Lernen, Wissen & Adaptivität, Workshop Proceedings, Kassel, 4.-6. Oktober 2010, pp. 269–273, 2010.

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2009

Bergmann, Ralph; Althoff, Klaus-Dieter; Minor, Mirjam; Reichle, Meike; Bach, Kerstin

Case-Based Reasoning Journal Article

In: Künstliche Intell., vol. 23, no. 1, pp. 5–11, 2009.

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Hanft, Alexandre; Ihle, Norman; Bach, Kerstin; é, R

CookIIS - Competing in the First Computer Cooking Contest Journal Article

In: Künstliche Intell., vol. 23, no. 1, pp. 30–33, 2009.

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Althoff, Klaus-Dieter; Bach, Kerstin

Interview with Pádraig Cunningham and Barry Smyth Journal Article

In: Künstliche Intell., vol. 23, no. 1, pp. 38–41, 2009.

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Bach, Kerstin; Reichle, Meike

MATES 2008 Journal Article

In: Künstliche Intell., vol. 23, no. 1, pp. 65, 2009.

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Bach, Kerstin; Reichle, Meike; Althoff, Klaus-Dieter

A Value Supplementation Method for Case Bases with Incomplete Information Inproceedings

In: McGinty, Lorraine; Wilson, David C (Ed.): Case-Based Reasoning Research and Development, 8th International Conference on Case-Based Reasoning, ICCBR 2009, Seattle, WA, USA, July 20-23, 2009, Proceedings, pp. 389–402, Springer, 2009.

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Reichle, Meike; Bach, Kerstin; Althoff, Klaus-Dieter

The SEASALT Architecture and Its Realization within the docQuery Project Inproceedings

In: ä, B; Hund, Marcus; Aziz, Muhammad Zaheer (Ed.): KI 2009: Advances in Artificial Intelligence, 32nd Annual German Conference on AI, Paderborn, Germany, September 15-18, 2009. Proceedings, pp. 556–563, Springer, 2009.

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Reichle, Meike; Bach, Kerstin; -, Alexander Reichle; Althoff, Klaus-Dieter

Management of Distributed Knowledge Sources for Complex Application Domains Inproceedings

In: Hartmann, Melanie; Janssen, Frederik (Ed.): LWA 2009: Workshop-Woche: Lernen, Wissen, Adaptivität, Darmstadt, 21.-23. September 2009, pp. FGWM:38, FG Telekooperation/FG Knowledge Engineering, Technische Universität Darmstadt, Germany, 2009.

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Reichle, Meike; Bach, Kerstin; Reichle-Schmehl, Alexander; Althoff, Klaus-Dieter

Management of Distributed Knowledge Sources for Complex Application Domains Inproceedings

In: Hinkelmann, Knut; Wache, Holger (Ed.): Fifth Conference Professional Knowledge Management: Experiences and Visions, March 25-27, 2009 in Solothurn, Switzerland, pp. 128–138, GI, 2009.

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2008

Hüllermeier, Eyke; Richter, Michael M; Weber, Rosina; Bach, Kerstin; Petridis, Miltos

Preface: Uncertainty, Similarity, and Knowledge Discovery in CBR Inproceedings

In: Schaaf, Martin (Ed.): ECCBR 2008, The 9th European Conference on Case-Based Reasoning, Trier, Germany, September 1-4, 2008, Workshop Proceedings, pp. 117–118, 2008.

BibTeX

Hanft, Alexandre; Ihle, Norman; Bach, Kerstin; é, R; ä, Jens M

Realising a CBR-based approach for Computer Cooking Contest with e: IAS Inproceedings

In: Schaaf, Martin (Ed.): ECCBR 2008, The 9th European Conference on Case-Based Reasoning, Trier, Germany, September 1-4, 2008, Workshop Proceedings, pp. 249–258, 2008.

BibTeX

Althoff, Klaus-Dieter; Bach, Kerstin; Reichle, Meike

Realizing Modularized Knowledge Models for Heterogeneous Application Domains Inproceedings

In: Perner, Petra (Ed.): Advances in Data Mining. Medical Applications, E-Commerce, Marketing, and Theoretical Aspects, 8th Industrial Conference, ICDM 2008, Leipzig, Germany, July 16-18, 2008, Proceedings, pp. 114–128, Springer, 2008.

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Reichle, Meike; Bach, Kerstin

Improving Result Adaptation through 2-step Retrieval Inproceedings

In: Nalepa, Grzegorz J; Baumeister, Joachim (Ed.): Proceedings of the 4th Workshop on Knowledge Engineering and Software Engineering (KESE-2008) at the 31st German Conference on Artificial Intelligence, Kaiserslautern, Germany, September 23, 2008, CEUR-WS.org, 2008.

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2007

Althoff, Klaus-Dieter; Bach, Kerstin; Deutsch, Jan-Oliver; Hanft, Alexandre; Mänz, Jens; Müller, Thomas; Newo, Régis; Reichle, Meike; Schaaf, Martin; Weis, Karl-Heinz

Collaborative Multi-Expert-Systems - Realizing Knowledge-Lines with Case Factories and Distributed Learning Systems Inproceedings

In: Baumeister, Joachim; Seipel, Dietmar (Ed.): Proceedings of the 3rd Workshop on Knowledge Engineering and Software Engineering (KESE 2007) at the 30th German Conference on Artificial Intelligence (KI-2007), Osnabrück, Germany, September 10, 2007, CEUR-WS.org, 2007.

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Bach, Kerstin; Reichle, Meike; Althoff, Klaus-Dieter

A Domain Independent System Architecture for Sharing Experience Inproceedings

In: Hinneburg, Alexander (Ed.): LWA 2007: Lernen - Wissen - Adaption, Halle, Deutschland, September 2007, Workshop Proceedings, pp. 296–303, Martin-Luther-University Halle-Wittenberg, 2007.

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Bach, Kerstin; Hanft, Alexandre

TCR - Textual Coverage Rate Inproceedings

In: Hinneburg, Alexander (Ed.): LWA 2007: Lernen - Wissen - Adaption, Halle, Deutschland, September 2007, Workshop Proceedings, pp. 312–317, Martin-Luther-University Halle-Wittenberg, 2007.

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85 entries « 2 of 2 »