Publications

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

63 entries « 1 of 2 »

2020

Nordstoga, Anne Lovise; Bach, Kerstin; Sani, Sadiq; Wiratunga, Nirmalie; Mork, Paul Jarle; Willumsen, Morten; Cooper, Kay

Usability and acceptability of an app (SELFBACK) to support self-management of low back pain: a mixed methods study. Journal Article Forthcoming

JMIR Rehabilitation and Assistive Technologies, Forthcoming.

Abstract | Links | BibTeX

Sandal, Louise Fleng; Øverås, Cecilie K; Nordstoga, Anne Lovise; Wood, Karen; Bach, Kerstin; Hartvigsen, Jan; Søgaard, Karen; Mork, Paul Jarle

A digital decision support system (selfBACK) for improved self-management of low back pain: a pilot study with 6-week follow-up Journal Article

Pilot and Feasibility Studies volume, 6 (72), 2020, ISSN: 2055-5784.

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Althoff, Klaus-Dieter; Bach, Kerstin; Bergmann, Ralph; Marling, Cindy

The 27th International Conference on Case-Based Reasoning Journal Article

AI Mag., 41 (1), pp. 101–102, 2020.

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Mathisen, Bjørn Magnus; Aamodt, Agnar; Bach, Kerstin; Langseth, Helge

Learning similarity measures from data Journal Article

Prog. Artif. Intell., 9 (2), pp. 129–143, 2020.

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Wijekoon, Anjana; Wiratunga, Nirmalie; Cooper, Kay; Bach, Kerstin

Learning to Recognise Exercises in the Self-Management of Low Back Pain Inproceedings

á, Roman Bart; Bell, Eric (Ed.): Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, Originally to be held in North Miami Beach, Florida, USA, May 17-20, 2020, pp. 347–352, AAAI Press, 2020.

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Bach, Kerstin; Mork, Paul Jarle

On the Explanation of Similarity for Developing and Deploying CBR Systems Inproceedings

á, Roman Bart; Bell, Eric (Ed.): Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, Originally to be held in North Miami Beach, Florida, USA, May 17-20, 2020, pp. 413–416, AAAI Press, 2020.

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Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle

Clustering of Physical Behaviour Profiles using Knowledge-intensive Similarity Measures Inproceedings

Rocha, Ana Paula; Steels, Luc; van den Herik, Jaap H (Ed.): Proceedings of the 12th International Conference on Agents and Artificial Intelligence, ICAART 2020, Volume 2, Valletta, Malta, February 22-24, 2020, pp. 660–667, SCITEPRESS, 2020.

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2019

Sandal, Louise Fleng; Stochkendahl, Mette Jensen; Svendsen, Malene Jagd; Wood, Karen; Øverås, Cecilie K; Nordstoga, Anne Lovise; Villumsen, Morten; Rasmussen, Charlotte Diana Nørregaard; Nicholl, Barbara; Cooper, Kay; Kjaer, Per; Mair, Frances S; Sjøgaard, Gisela; Nilsen, Tom Ivar Lund; Hartvigsen, Jan; Bach, Kerstin; Mork, Paul Jarle; Søgaard, Karen

An app-delivered self-management program for people with low back pain: protocol for the selfBACK randomized controlled trial Journal Article

JMIR Research Protocols, 8 (12), 2019.

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Bach, Kerstin; Ruocco, Massimiliano (Ed.)

Nordic Artificial Intelligence Research and Development Collection

Springer, Cham, 2019, ISBN: 978-3-030-35663-7.

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Svendsen, Malene Jagd; Rasmussen, Charlotte Diana Nørregaard; Sandal, Louise Fleng; Stochkendahl, Mette Jensen; Hartvigsen, Jan; Cooper, Kay; Kjaer, Per; Bach, Kerstin; Mork, Paul Jarle

Designing a digital support intervention for the Self-Management of Low Back Pain (SelfBACK)-an intervention mapping approach Conference

15th WFC Biennial Congress and 78th ECU Convention, 2019.

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Bach, Kerstin; Marling, Cindy; Mork, Paul Jarle; Aamodt, Agnar; Mair, Frances S; Nicholl, Barbara I

Design of a clinician dashboard to facilitate co-decision making in the management of non-specific low back pain Journal Article

J. Intell. Inf. Syst., 52 (2), pp. 269–284, 2019.

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Jaiswal, Amar; Bach, Kerstin; Meisingset, Ingebrigt; Vasseljen, Ottar

Case Representation and Similarity Modeling for Non-Specific Musculoskeletal Disorders - a Case-Based Reasoning Approach Inproceedings

á, Roman Bart; Brawner, Keith W (Ed.): Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, Sarasota, Florida, USA, May 19-22 2019, pp. 359–363, AAAI Press, 2019.

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Jaiswal, Amar; Bach, Kerstin

A Data-Driven Approach for Determining Weights in Global Similarity Functions Inproceedings

Bach, Kerstin; Marling, Cindy (Ed.): Case-Based Reasoning Research and Development - 27th International Conference, ICCBR 2019, Otzenhausen, Germany, September 8-12, 2019, Proceedings, pp. 125–139, Springer, 2019.

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Bach, Kerstin

Workshop preface Inproceedings

Kapetanakis, Stelios; Borck, Hayley (Ed.): 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), Otzenhausen, Germany, September 8-12, 2019, pp. 143, CEUR-WS.org, 2019.

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Bach, Kerstin; Mathisen, Bjørn Magnus; Jaiswal, Amar

Demonstrating the myCBR Rest API Inproceedings

Kapetanakis, Stelios; Borck, Hayley (Ed.): 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), Otzenhausen, Germany, September 8-12, 2019, pp. 144–155, CEUR-WS.org, 2019.

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Murad, Abdulmajid; Bach, Kerstin; Kraemer, Frank Alexander; Taylor, Gavin

IoT Sensor Gym: Training Autonomous IoT Devices with Deep Reinforcement Learning Inproceedings

Proceedings of the 9th International Conference on the Internet of Things, IoT 2019, Bilbao, Spain, October 22-25, 2019, pp. 37:1–37:4, ACM, 2019.

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Kalamaras, Ilias; Xygonakis, Ioannis; Glykos, Konstantinos; Akselsen, Sigmund; Munch-Elligsen, Arne; Nguyen, Hai Thanh; Lepperod, Andreas Jacobsen; Bach, Kerstin; Votis, Konstantinos; Tzovaras, Dimitrios

Visual analytics for exploring air quality data in an AI-enhanced IoT environment Inproceedings

Chbeir, Richard; Manolopoulos, Yannis; Ilarri, Sergio; Papadopoulos, Apostolos (Ed.): 11th International Conference on Management of Digital EcoSystems, MEDES 2019, Limassol, Cyprus, November, 2019, pp. 103–110, ACM, 2019.

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Murad, Abdulmajid; Kraemer, Frank Alexander; Bach, Kerstin; Taylor, Gavin

Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning Inproceedings

13th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2019, Umea, Sweden, June 16-20, 2019, pp. 43–51, IEEE, 2019.

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Bach, Kerstin; Marling, Cindy (Ed.)

Case-Based Reasoning Research and Development - 27th International Conference, ICCBR 2019, Otzenhausen, Germany, September 8-12, 2019, Proceedings Proceeding

Springer, 11680 , 2019, ISBN: 978-3-030-29248-5.

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Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle

Similarity Measure Development for Case-Based Reasoning- A Data-driven Approach Journal Article

CoRR, abs/1905.08581 , 2019.

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2018

Aha, David W; Bach, Kerstin; Gundersen, Odd Erik; Lieber, Jean

The 25th International Conference on Case-Based Reasoning Journal Article

AI Mag., 39 (2), pp. 79–80, 2018.

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Bach, Kerstin

From Data to Context Aware Decision Making Challenges and Opportunities Inproceedings

Nalepa, Grzegorz J; á, Vicente Juli; é, José Tomás Palma M; Â, ; Carrascosa, Carlos; Novais, Paulo (Ed.): Proceedings of the Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2018), Valencia, Spain, April 19-20, 2018, CEUR-WS.org, 2018.

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Nikpour, Hoda; Aamodt, Agnar; Bach, Kerstin

Bayesian-Supported Retrieval in BNCreek: A Knowledge-Intensive Case-Based Reasoning System Inproceedings

Cox, Michael T; Funk, Peter; Begum, Shahina (Ed.): Case-Based Reasoning Research and Development - 26th International Conference, ICCBR 2018, Stockholm, Sweden, July 9-12, 2018, Proceedings, pp. 323–338, Springer, 2018.

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Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle

Modelling Similarity for Comparing Physical Activity Profiles - A Data-Driven Approach Inproceedings

Cox, Michael T; Funk, Peter; Begum, Shahina (Ed.): Case-Based Reasoning Research and Development - 26th International Conference, ICCBR 2018, Stockholm, Sweden, July 9-12, 2018, Proceedings, pp. 415–430, Springer, 2018.

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Vonstad, Elise Klaebo; Su, Xiaomeng; Vereijken, Beatrix; Nilsen, Jan Harald; Bach, Kerstin

Cassification of Movement Quality in A Weight-shifting Exercise Inproceedings

Bach, Kerstin; Bunescu, Razvan C; Farri, Oladimeji; Guo, Aili; Hasan, Sadid A; Ibrahim, Zina M; Marling, Cindy; Raffa, Jesse; Rubin, Jonathan; Wu, Honghan (Ed.): Proceedings of the 3rd International Workshop on Knowledge Discovery in Healthcare Data co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), Stockholm, Schweden, July 13, 2018, pp. 27–32, CEUR-WS.org, 2018.

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Bach, Kerstin

Knowledge Engineering for Distributed Case-Based Reasoning Systems Incollection

Nalepa, Grzegorz J; Baumeister, Joachim (Ed.): Synergies Between Knowledge Engineering and Software Engineering, 626 , pp. 129–147, Springer, 2018.

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Bach, Kerstin; Bunescu, Razvan C; Farri, Oladimeji; Guo, Aili; Hasan, Sadid A; Ibrahim, Zina M; Marling, Cindy; Raffa, Jesse; Rubin, Jonathan; Wu, Honghan (Ed.)

Proceedings of the 3rd International Workshop on Knowledge Discovery in Healthcare Data co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), Stockholm, Schweden, July 13, 2018 Proceeding

CEUR-WS.org, 2148 , 2018.

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2017

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

Evolutionary Inspired Adaptation of Exercise Plans for Increasing Solution Variety Inproceedings

Aha, David W; Lieber, Jean (Ed.): Case-Based Reasoning Research and Development - 25th International Conference, ICCBR 2017, Trondheim, Norway, June 26-28, 2017, Proceedings, pp. 272–286, Springer, 2017.

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

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

-, 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, 1891 , 2017.

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2016

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

Evaluation of Explanations Extracted from Textual Reports Inproceedings

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

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

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

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

ERCIM News, 2016 (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

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

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

Ecol. Informatics, 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

Ecol. Informatics, 11 , pp. 25–33, 2012.

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Bach, Kerstin; Althoff, Klaus-Dieter

Developing Case-Based Reasoning Applications Using myCBR 3 Inproceedings

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

Int. J. Knowl. Eng. Data Min., 1 (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

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

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

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

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

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

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

Künstliche Intell., 23 (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

Künstliche Intell., 23 (1), pp. 30–33, 2009.

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63 entries « 1 of 2 »