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Viser treff 1-44 av 44

2020
1 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.
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2019
2 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)
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3 Bach, Kerstin; Mathisen, Bjørn Magnus; Jaiswal, Amar Deep.
Demonstrating the myCBR Rest API. CEUR Workshop Proceedings 2019 ;Volum 2567. s. 144-155
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4 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)
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5 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)
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6 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
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7 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.
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8 Mathisen, Bjørn Magnus; Aamodt, Agnar; Langseth, Helge; Bach, Kerstin.
Learning similarity measures from data. Progress in Artificial Intelligence 2019 s. 1-15
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9 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
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10 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. -
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11 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
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12 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
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13 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
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2018
14 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
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15 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
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16 Bach, Kerstin.
From data to context-aware decision making: Challenges and opportunities. CEUR Workshop Proceedings 2018 ;Volum 2166. s. 1-6
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17 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
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18 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
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19 Bach, Kerstin.
Temporal reasoning in the selfBACK project. RATIC 2018: Workshop on Reasoning about Time in CBR; 2018-07-10 - 2018-07-10
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20 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
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21 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. -
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22 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
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23 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
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24 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. -
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25 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
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26 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
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27 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
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28 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
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2017
29 Bach, Kerstin; Prestmo, Tale; Aamodt, Agnar; Mork, Paul Jarle.
Diversity of Exercise Plans using Evolutionary Inspired Adaptation. CEUR Workshop Proceedings 2017 ;Volum 1917.
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30 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
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31 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
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32 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
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33 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
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34 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
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2016
35 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
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36 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
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37 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
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38 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
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2014
39 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
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2013
40 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
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41 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
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2012
42 Bach, Kerstin.
Knowledge Acquisition for Case-Based Reasoning Systems. München: Dr. Hut Verlag 2012 (ISBN 978-3-8439-1357-7) 223 s.
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43 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
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2011
44 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
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