List of my publications. You can also find me on Google Scholar, DBLP, or Cristin.
2019
Nordic Artificial Intelligence Research and Development Collection
Springer, Cham, 2019, ISBN: 978-3-030-35663-7.
15th WFC Biennial Congress and 78th ECU Convention, 2019.
Design of a clinician dashboard to facilitate co-decision making in the management of non-specific low back pain Journal Article
In: J. Intell. Inf. Syst., vol. 52, no. 2, pp. 269–284, 2019.
Case Representation and Similarity Modeling for Non-Specific Musculoskeletal Disorders - a Case-Based Reasoning Approach Proceedings Article
In: 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.
A Data-Driven Approach for Determining Weights in Global Similarity Functions Proceedings Article
In: 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.
Workshop preface Proceedings Article
In: 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.
Demonstrating the myCBR Rest API Proceedings Article
In: 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.
IoT Sensor Gym: Training Autonomous IoT Devices with Deep Reinforcement Learning Proceedings Article
In: 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.
Visual analytics for exploring air quality data in an AI-enhanced IoT environment Proceedings Article
In: 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.
Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning Proceedings Article
In: 13th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, SASO 2019, Umea, Sweden, June 16-20, 2019, pp. 43–51, IEEE, 2019.
Springer, vol. 11680, 2019, ISBN: 978-3-030-29248-5.
Similarity Measure Development for Case-Based Reasoning- A Data-driven Approach Journal Article
In: CoRR, vol. abs/1905.08581, 2019.
2018
The 25th International Conference on Case-Based Reasoning Journal Article
In: AI Mag., vol. 39, no. 2, pp. 79–80, 2018.
From Data to Context Aware Decision Making Challenges and Opportunities Proceedings Article
In: 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.
Bayesian-Supported Retrieval in BNCreek: A Knowledge-Intensive Case-Based Reasoning System Proceedings Article
In: 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.
Modelling Similarity for Comparing Physical Activity Profiles - A Data-Driven Approach Proceedings Article
In: 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.
Cassification of Movement Quality in A Weight-shifting Exercise Proceedings Article
In: 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.
Knowledge Engineering for Distributed Case-Based Reasoning Systems Book Section
In: Nalepa, Grzegorz J; Baumeister, Joachim (Ed.): Synergies Between Knowledge Engineering and Software Engineering, vol. 626, pp. 129–147, Springer, 2018.
CEUR-WS.org, vol. 2148, 2018.
2017
Evolutionary Inspired Adaptation of Exercise Plans for Increasing Solution Variety Proceedings Article
In: 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.
IntelliMeal - Enhancing Creativity by Reusing Domain Knowledge in the Adaptation Process Proceedings Article
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.
2016
Evaluation of Explanations Extracted from Textual Reports Proceedings Article
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.
Case Representation and Similarity Assessment in the selfBACK Decision Support System Proceedings Article
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.
Challenges for the Similarity-Based Comparison of Human Physical Activities Using Time Series Data Proceedings Article
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.
Case Representation and Similarity Assessment in the selfBACK Decision Support System Proceedings Article
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.
Can Data-driven Self-Management Reduce Low Back Pain? Journal Article
In: ERCIM News, vol. 2016, no. 104, 2016.
2014
Knowledge Modeling with the Open Source Tool myCBR Proceedings Article
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.
Automatic Case Capturing for Problematic Drilling Situations Proceedings Article
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.
2013
Knowledge Acquisition for Case-Based Reasoning Systems PhD Thesis
Heidelberg University, 2013.
2012
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.
In: Ecol. Informatics, vol. 11, pp. 25–33, 2012.
Developing Case-Based Reasoning Applications Using myCBR 3 Proceedings Article
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.
2011
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.
A Case-Based Reasoning Approach for Providing Machine Diagnosis from Service Reports Proceedings Article
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.
SEASALTexp- An Explanation-aware Architecture for Extracting and Case-Based Processing of Experiences from Internet Communities Proceedings Article
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.
GWEM 2011 - German Workshop on Experience Management Proceedings Article
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.
Case-Based Menu Creation as an Example of Individualized Experience Management Proceedings Article
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.
2010
Knowledge Acquisition for Simulating Complex Psychological Processes Proceedings Article
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.
Integration of Linked Open Data in Case-Based Reasoning Systems Proceedings Article
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.
2009
Case-Based Reasoning Journal Article
In: Künstliche Intell., vol. 23, no. 1, pp. 5–11, 2009.
CookIIS - Competing in the First Computer Cooking Contest Journal Article
In: Künstliche Intell., vol. 23, no. 1, pp. 30–33, 2009.
Interview with Pádraig Cunningham and Barry Smyth Journal Article
In: Künstliche Intell., vol. 23, no. 1, pp. 38–41, 2009.
MATES 2008 Journal Article
In: Künstliche Intell., vol. 23, no. 1, pp. 65, 2009.
A Value Supplementation Method for Case Bases with Incomplete Information Proceedings Article
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.
The SEASALT Architecture and Its Realization within the docQuery Project Proceedings Article
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.
Management of Distributed Knowledge Sources for Complex Application Domains Proceedings Article
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.
Management of Distributed Knowledge Sources for Complex Application Domains Proceedings Article
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.
2008
Preface: Uncertainty, Similarity, and Knowledge Discovery in CBR Proceedings Article
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.
Realising a CBR-based approach for Computer Cooking Contest with e: IAS Proceedings Article
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.