Cristin

2020
1.	Bach, Kerstin; Akselsen, Sigmund; Veiga, Tiago Santos; Kalamaras, Ilias. On the Use of Air Quality Microsensors for Supporting Decision Makers. I: IoT '20 Companion: 10th International Conference on the Internet of Things Companion. Association for Computing Machinery (ACM) 2020 ISBN 978-1-4503-8820-7. NTNU Untitled

2.	Mathisen, Bjørn Magnus; Bach, Kerstin; Meidell, Espen; Måløy, Håkon; Sjøblom, Edvard Schreiner. FishNet: A Unified Embedding for Salmon Recognition. I: 24th European Conference on Artificial Intelligence, 29 August–8 September 2020, Santiago de Compostela, Spain – Including 10th Conference on Prestigious Applications of Artificial Intelligence (PAIS 2020). IOS Press 2020 ISBN 978-1-64368-101-6. s. 3001-3008 NTNU Untitled

3.	Murad, Abdulmajid; Kraemer, Frank Alexander; Bach, Kerstin; Taylor, Gavin. Information-Driven Adaptive Sensing Based on Deep Reinforcement Learning. I: IoT '20: Proceedings of the 10th International Conference on the Internet of Things. Association for Computing Machinery (ACM) 2020 ISBN 9781450387583. s. - NTNU Untitled

4.	Nordstoga, Anne Lovise; Bach, Kerstin; Sani, Sadiq; Wiratunga, Nirmalie; Mork, Paul Jarle; Villumsen, Morten; Cooper, Kay. Usability and Acceptability of an App (SELFBACK) to Support Self-Management of Low Back Pain: Mixed Methods Study. JMIR Rehabilitation and Assistive Technologies 2020 ;Volum 7.(2) NTNU Untitled

5.	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. BMC Pilot and Feasibility Studies 2020 ;Volum 6.(72) NTNU Untitled

6.	Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. Clustering of Physical Behaviour Profiles using Knowledge-intensive Similarity Measures. SciTePress 2020 (ISBN 978-989-758-395-7) 8 s. NTNU Untitled
2019
7.	Bach, Kerstin; Marling, Cindy. Case-Based Reasoning Research and Development. Springer 2019 (ISBN 978-3-030-29248-5) ;Volum LNAI.405 s. Lecture Notes in Computer Science(11680) NTNU Untitled

8.	Bach, Kerstin; Mathisen, Bjørn Magnus; Jaiswal, Amar Deep. Demonstrating the myCBR Rest API. CEUR Workshop Proceedings 2019 ;Volum 2567. s. 144-155 NTNU Untitled

9.	Bach, Kerstin; Ruocco, Massimiliano. Nordic Artificial Intelligence Research and Development: Porc. of Third Symposium of the Norwegian AI Society, NAIS 2019. Springer 2019 (ISBN 978-3-030-35663-7) 149 s. Communications in Computer and Information Science(1056) NTNU Untitled

10.	Bach, Kerstin; Ruocco, Massimiliano. Nordic Artificial Intelligence Research and Development: Third Symposium of the Norwegian AI Society, NAIS 2019. Springer 2019 (ISBN 978-3-030-35664-4) 148 s. Communications in Computer and Information Science(1056) NTNU Untitled

11.	Jaiswal, Amar Deep; Bach, Kerstin. A Data-Driven Approach for Determining Weights in Global Similarity Functions. Lecture Notes in Computer Science (LNCS) 2019 ;Volum 11680. s. 125-139 NTNU Untitled

12.	Jaiswal, Amar Deep; Bach, Kerstin; Meisingset, Ingebrigt; Vasseljen, Ottar. Case Representation and Similarity Modeling for Non-Specific Musculoskeletal Disorders - A Case-Based Reasoning Approach. AAAI Press 2019 (ISBN 978-1-57735-805-3) 4 s. NTNU Untitled

13.	Kalamaras, Ilias; Xygonakis, Ioannis; Glykos, Konstantinos; Akselsen, Sigmund; Munch-Ellingsen, Arne; Nguyen, Hai Thanh; Jacobsen Lepperod, Andreas; Bach, Kerstin; Votis, Konstantinos; Tzovaras, Dimitrios. Visual analytics for exploring air quality data in an AI-enhanced IoT environment. I: MEDES '19: Proceedings of the 11th International Conference on Management of Digital EcoSystems. ACM Digital Library 2019 ISBN 978-1-4503-6238-2. s. 103-110 NTNU Untitled

14.	Mathisen, Bjørn Magnus; Aamodt, Agnar; Langseth, Helge; Bach, Kerstin. Learning similarity measures from data. Progress in Artificial Intelligence 2019 s. 1-15 NTNU Untitled

15.	Murad, Abdulmajid Abdullah Yahya; Kraemer, Frank Alexander; Bach, Kerstin; Taylor, Gavin. Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning. I: 2019 IEEE 13th International Conference on Self-Adaptive and Self-Organizing Systems (SASO). IEEE 2019 ISBN 978-1-7281-2731-6. s. 43-51 NTNU Untitled

16.	Murad, Abdulmajid Abdullah Yahya; Kraemer, Frank Alexander; Bach, Kerstin; Taylor, Gavin. IoT Sensor Gym: Training Autonomous IoT Devices with Deep Reinforcement Learning. I: 9th International Conference on the Internet of Things (IoT 2019), October 22--25, 2019, Bilbao, Spain. Association for Computing Machinery (ACM) 2019 ISBN 978-1-4503-7207-7. s. - NTNU Untitled

17.	Murad, Abdulmajid Abdullah Yahya; Kraemer, Frank Alexander; Bach, Kerstin; Taylor, Gavin. IoT Sensor Gym: Training Autonomous IoT Devices with Deep Reinforcement Learning (Poster). IoT 20019; 2019-10-22 - 2019-10-25 NTNU Untitled

18.	Sandal, Louise Fleng; Stochkendahl, Mette J; Svendsen, Malene Jagd; Wood, Karen; Øverås, Cecilie Krage; Nordstoga, Anne Lovise; Villumsen, Morten; Rasmussen, Charlotte Diana Nørregaard; Nicholl, Barbara I; Cooper, Kay; Kjaer, Per; Mair, Frances; 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 of Medical Internet Research 2019 ;Volum 8.(12) s. 1-13 NTNU Untitled

19.	Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. Similarity measure development for case-based reasoning-a data-driven approach. Communications in Computer and Information Science 2019 ;Volum 1056 CCIS. s. 143-148 NTNU Untitled
2018
20.	Aha, David; Bach, Kerstin; Gundersen, Odd Erik; Lieber, Jean. The 25th International Conference on Case-Based Reasoning. The AI Magazine 2018 ;Volum 39.(2) s. 79-80 NTNU Untitled

21.	Bach, Kerstin. Applying Machine Learning Techniques for Human Activity Recognition from Accelerometer Data. Nordic Seminar on Technical Measurements of Physical Activity and Sedentary Behaviour; 2018-02-08 - 2018-02-09 NTNU Untitled

22.	Bach, Kerstin. From data to context-aware decision making: Challenges and opportunities. CEUR Workshop Proceedings 2018 ;Volum 2166. s. 1-6 NTNU Untitled

23.	Bach, Kerstin. Knowledge Engineering for Distributed Case-Based Reasoning Systems. I: Synergies Between Knowledge and Software Engineering. Springer 2018 ISBN 978-3-319-64161-4. s. 129-147 NTNU Untitled

24.	Bach, Kerstin. Personalized Self-Management: A Case-Based Reasoning Application for Low Back Pain Patients. LWDA 2018: Learning, Knowledge, Data, Analytics; 2018-08-22 - 2018-08-24 NTNU Untitled

25.	Bach, Kerstin. Temporal reasoning in the selfBACK project. RATIC 2018: Workshop on Reasoning about Time in CBR; 2018-07-10 - 2018-07-10 NTNU Untitled

26.	Bach, Kerstin; Bunescu, Razvan; Farri, Oladimeji; Guo, Aili; Hasan, Sadid; Ibrahim, Zina M.; Marling, Cindy; Rubin, Jonathan; Wu, Honghan. The 3rd International Workshop on Knowledge Discovery in Healthcare Data. IJCAI-ECAI 2018; 2018-07-13 - 2018-07-13 NTNU Untitled

27.	Bach, Kerstin; Marling, Cindy; Mork, Paul Jarle; Aamodt, Agnar; Mair, Frances; Nicholl, Barbara I. Design of a clinician dashboard to facilitate co-decision making in the management of non-specific low back pain. Journal of Intelligent Information Systems 2018 s. - NTNU Untitled

28.	Bardal, Ellen Marie; Brændvik, Siri Merete; Bach, Kerstin; Roeleveld, Karin. Identifisering og evaluering av aktivitet hos barn med cerebral parese. Fysioterapikongressen 2018; 2018-02-12 - 2018-02-14 NTNU Untitled

29.	Engin, Harun Kursat; Nadim, Farrokh; Carotenuto, Pasquale; Bach, Kerstin. Estimation of Pile Capacities Using Case-Based Reasoning (CBR) Method. 4th International Symposium on Computational Geomechanics; 2018-05-02 - 2018-05-04 NGI NTNU Untitled

30.	Mork, Paul Jarle; Bach, Kerstin. A Decision Support System to Enhance Self-Management of Low Back Pain: Protocol for the selfBACK Project. Journal of Medical Internet Research 2018 ;Volum 7.(7) s. - NTNU Untitled

31.	Nikpour, Hoda; Aamodt, Agnar; Bach, Kerstin. Bayesian-Supported Retrieval in BNCreek: A Knowledge-Intensive Case-Based Reasoning System. Lecture Notes in Computer Science (LNCS) 2018 ;Volum 11156 LNAI. s. 323-338 NTNU Untitled

32.	Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. Modelling Similarity for Comparing Physical Activity Profiles - A Data-Driven Approach. Lecture Notes in Computer Science (LNCS) 2018 ;Volum 11156 LNAI. s. 415-430 NTNU Untitled

33.	Vonstad, Elise Klæbo; Su, Xiaomeng; Vereijken, Beatrix; Nilsen, Jan Harald; Bach, Kerstin. Classification of movement quality in a weight-shifting exercise. CEUR Workshop Proceedings 2018 ;Volum 2148. s. 27-32 NTNU Untitled

34.	Vonstad, Elise Klæbo; Vereijken, Beatrix; Nilsen, Jan Harald; Bach, Kerstin. P 119 - Machine learning as a tool to ensure movement quality in balance training exergames. Gait & Posture 2018 ;Volum 65. s. 434-435 NTNU Untitled
2017
35.	Bach, Kerstin; Prestmo, Tale; Aamodt, Agnar; Mork, Paul Jarle. Diversity of Exercise Plans using Evolutionary Inspired Adaptation. CEUR Workshop Proceedings 2017 ;Volum 1917. NTNU Untitled

36.	Bach, Kerstin; Prestmo, Tale; Aamodt, Agnar; Mork, Paul Jarle. Diversity of Exercise Plans using Evolutionary Inspired Adaptation. Workshop week “Lernen, Wissen, Daten, Analysen” (“Learning, Knowledge, Data, Analytics”); 2017-09-11 - 2017-09-13 NTNU Untitled

37.	Prestmo, Tale; Bach, Kerstin; Aamodt, Agnar; Mork, Paul Jarle. Evolutionary Inspired Adaptation of Exercise Plans for Increasing Solution Variety. International Conference on Case-Based Reasoning; 2017-06-26 - 2017-06-28 NTNU Untitled

38.	Prestmo, Tale; Bach, Kerstin; Aamodt, Agnar; Mork, Paul Jarle. Evolutionary inspired adaptation of exercise plans for increasing solution variety. Lecture Notes in Computer Science (LNCS) 2017 ;Volum 10339 LNAI. s. 272-286 NTNU Untitled

39.	Skjold, Kari Fosshaug; Øynes, Marthe Sofie; Bach, Kerstin; Aamodt, Agnar. IntelliMeal - Enhancing Creativity by Reusing Domain Knowledge in the Adaptation Process. I: The Twenty-Fifth International Conference on Case-Based Reasoning (ICCBR 2017) Workshop Proceedings. Trondheim: ICCBR 2017 s. 275-282 NTNU Untitled

40.	Skjold, Kari Fosshaug; Øynes, Marthe Sofie; Bach, Kerstin; Aamodt, Agnar. IntelliMeal - Enhancing Creativity by Reusing Domain Knowledge in the Adaptation Process. Computer Cooking Contest at ICCBR 2017; 2017-06-26 - 2017-06-26 NTNU Untitled
2016
41.	Bach, Kerstin; Szczepanski, Tomasz Szymon; Aamodt, Agnar; Gundersen, Odd Erik; Mork, Paul Jarle. Case Representation and Similarity Assessment in the SELFBACK Decision Support System. Lecture Notes in Computer Science (LNCS) 2016 ;Volum 9969 LNCS. s. 32-46 NTNU Untitled

42.	Bach, Kerstin; Szczepanski, Tomasz Szymon; Aamodt, Agnar; Gundersen, Odd Erik; Mork, Paul Jarle. Case representation and similarity assessment in the selfBACK decision support system. CEUR Workshop Proceedings 2016 ;Volum 1670. s. 153-154 NTNU Untitled

43.	Bardal, Ellen Marie; Brændvik, Siri Merete; Roeleveld, Karin; Bach, Kerstin. Bruk av akselerometer i evaluering av behandling av barn med cerebral parese. Skreddersydde løsninger for fremtiden.. Ortopedisk høstmøte; 2016-10-26 - 2016-10-28 NTNU Untitled

44.	Sizov, Gleb; Öztürk, Pinar; Bach, Kerstin. Evaluation of Explanations Extracted from Textual Reports. The Twenty-Ninth International Flairs Conference; 2016-06-16 - 2016-06-18 NTNU Untitled
2014
45.	Bach, Kerstin; Sauer, Christian Severin; Althoff, Klaus-Dieter; Roth-Berghofer, Thomas R.. Knowledge Modeling with the Open Source Tool myCBR. 10th Workshop on Knowledge Engineering and Software Engineering; 2014-08-19 - 2014-08-19 NTNU Untitled
2013
46.	Bach, Kerstin; Althoff, Klaus-Dieter. Model-based Classification of Unstructured Data Sources. ICCBR Workshop on Case-Based Reasoning in the Health Sciences (CBR-HS-13); 2013-07-08 - 2013-07-08 NTNU Untitled

47.	Reuss, Pascal; Bach, Kerstin; Althoff, Klaus-Dieter. Dynamic retrieval of heterogeneous knowledge sources in a multi-agent system. Conference on Professional Knowledge Management (WM-2013); 2013-03-14 - 2013-03-15 NTNU Untitled
2012
48.	Bach, Kerstin. Knowledge Acquisition for Case-Based Reasoning Systems. München: Dr. Hut Verlag 2012 (ISBN 978-3-8439-1357-7) 223 s. NTNU Untitled

49.	Bach, Kerstin; Althoff, Klaus-Dieter. Developing Case-Based Reasoning Applications Using myCBR 3. International Conference on Case-Based Reasoning (ICCBR-12); 2012-09-03 - 2012-09-06 NTNU Untitled
2011
50.	Bach, Kerstin; Althoff, Klaus-Dieter; Newo, Regis; Stahl, Armin. A Case-Based Reasoning Approach for Providing Machine Diagnosis from Service Reports. International Conference on Case-Based Reasoning (ICCBR-11); 2011-09-12 - 2011-09-15 NTNU Untitled