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 @article{Nordstoga2020,
title = {Usability and acceptability of an app (SELFBACK) to support self-management of low back pain: a mixed methods study.},
author = {Anne Lovise Nordstoga and Kerstin Bach and Sadiq Sani and Nirmalie Wiratunga and Paul Jarle Mork and Morten Willumsen and Kay Cooper},
url = {https://preprints.jmir.org/preprint/18729/accepted},
doi = {10.2196/18729},
year = {2020},
date = {2020-09-15},
journal = { JMIR Rehabilitation and Assistive Technologies},
publisher = {JMIR Publications},
abstract = {Self-management is the key recommendation for managing non-specific low back pain (LBP). However, there are well-documented barriers to self-management, therefore methods of facilitating adherence are required. Smartphone apps are increasingly being used to provide feedback and reinforcement to support self-management of long-term conditions such as LBP. The aim of this study was to assess the usability and acceptability of the selfBACK smartphone app, designed to support and facilitate self-management of non-specific LBP. The app provides weekly self-management plans, comprising physical activity, strength/flexibility exercises, and patient education. The plans are tailored to the patient's characteristics and symptom progress by using case-based reasoning methodology. The study was carried out in two stages, using a mixed-methods approach. All participants undertook surveys and semi-structured telephone interviews were conducted with a subgroup of participants. Stage 1 assessed an app version with only the physical activity component and a web-questionnaire that collects information necessary for tailoring the self-management plans. The physical activity component included monitoring of steps recorded by a wristband, goal-setting, and a scheme for sending personalised, timely and motivational notifications to the user's smartphone. Findings from stage 1 were used to refine the app and inform further development. Stage 2 investigated an app version that incorporated three self-management components (physical activity, exercises and education). A total of sixteen participants (age range 23-71 years) with ongoing or chronic non-specific LBP were included in stage 1, and eleven participants (age range 32-56) were included in stage 2. In stage 1, 94% of participants reported that the baseline questionnaire was easy to answer and 84% found completion time to be acceptable. Overall, participants were positive about the usability of the physical activity component but only 31% found the app functions to be well integrated. 90% of the participants were satisfied with the notifications and 80% perceived the notifications to be personalised. In stage 2, all participants reported that the web-questionnaire was easy to answer and the completion time acceptable. The physical activity and exercise components were rated useful by 80%, while 60% rated the educational component useful. Overall, participants were satisfied with the usability of the app; however, only 50% found the functions to be well integrated and 20% found them to be inconsistent. Overall, 80% of participants reported it to be useful for self-management. The interviews largely reinforced the survey findings in both stages. This study has demonstrated that participants considered the selfBACK app to be acceptable and usable, and that they thought it would be useful for supporting self-management of LBP. However, we identified some limitations and suggestions, which will be useful in guiding further development of the selfBACK app and other mHealth interventions.},
keywords = {},
pubstate = {forthcoming},
tppubtype = {article}
}
Self-management is the key recommendation for managing non-specific low back pain (LBP). However, there are well-documented barriers to self-management, therefore methods of facilitating adherence are required. Smartphone apps are increasingly being used to provide feedback and reinforcement to support self-management of long-term conditions such as LBP. The aim of this study was to assess the usability and acceptability of the selfBACK smartphone app, designed to support and facilitate self-management of non-specific LBP. The app provides weekly self-management plans, comprising physical activity, strength/flexibility exercises, and patient education. The plans are tailored to the patient's characteristics and symptom progress by using case-based reasoning methodology. The study was carried out in two stages, using a mixed-methods approach. All participants undertook surveys and semi-structured telephone interviews were conducted with a subgroup of participants. Stage 1 assessed an app version with only the physical activity component and a web-questionnaire that collects information necessary for tailoring the self-management plans. The physical activity component included monitoring of steps recorded by a wristband, goal-setting, and a scheme for sending personalised, timely and motivational notifications to the user's smartphone. Findings from stage 1 were used to refine the app and inform further development. Stage 2 investigated an app version that incorporated three self-management components (physical activity, exercises and education). A total of sixteen participants (age range 23-71 years) with ongoing or chronic non-specific LBP were included in stage 1, and eleven participants (age range 32-56) were included in stage 2. In stage 1, 94% of participants reported that the baseline questionnaire was easy to answer and 84% found completion time to be acceptable. Overall, participants were positive about the usability of the physical activity component but only 31% found the app functions to be well integrated. 90% of the participants were satisfied with the notifications and 80% perceived the notifications to be personalised. In stage 2, all participants reported that the web-questionnaire was easy to answer and the completion time acceptable. The physical activity and exercise components were rated useful by 80%, while 60% rated the educational component useful. Overall, participants were satisfied with the usability of the app; however, only 50% found the functions to be well integrated and 20% found them to be inconsistent. Overall, 80% of participants reported it to be useful for self-management. The interviews largely reinforced the survey findings in both stages. This study has demonstrated that participants considered the selfBACK app to be acceptable and usable, and that they thought it would be useful for supporting self-management of LBP. However, we identified some limitations and suggestions, which will be useful in guiding further development of the selfBACK app and other mHealth interventions. |
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. Links | BibTeX @article{SandalEtAl2020,
title = {A digital decision support system (selfBACK) for improved self-management of low back pain: a pilot study with 6-week follow-up},
author = {Louise Fleng Sandal and Cecilie K Øverås and Anne Lovise Nordstoga and Karen Wood and Kerstin Bach and Jan Hartvigsen and Karen Søgaard and Paul Jarle Mork},
editor = {Gillian Lancaster and Lehana Thabane},
url = {https://pilotfeasibilitystudies.biomedcentral.com/articles/10.1186/s40814-020-00604-2#citeas},
doi = {https://doi.org/10.1186/s40814-020-00604-2},
issn = {2055-5784},
year = {2020},
date = {2020-05-23},
journal = {Pilot and Feasibility Studies volume},
volume = {6},
number = {72},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{DBLP:journals/aim/AlthoffBBM20,
title = {The 27th International Conference on Case-Based Reasoning},
author = {Klaus-Dieter Althoff and Kerstin Bach and Ralph Bergmann and Cindy Marling},
url = {https://doi.org/10.1609/aimag.v41i1.5288},
doi = {10.1609/aimag.v41i1.5288},
year = {2020},
date = {2020-01-01},
journal = {AI Mag.},
volume = {41},
number = {1},
pages = {101--102},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{DBLP:journals/pai/MathisenABL20,
title = {Learning similarity measures from data},
author = {Bjørn Magnus Mathisen and Agnar Aamodt and Kerstin Bach and Helge Langseth},
url = {https://doi.org/10.1007/s13748-019-00201-2},
doi = {10.1007/s13748-019-00201-2},
year = {2020},
date = {2020-01-01},
journal = {Prog. Artif. Intell.},
volume = {9},
number = {2},
pages = {129--143},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/flairs/WijekoonWCB20,
title = {Learning to Recognise Exercises in the Self-Management of Low Back
Pain},
author = {Anjana Wijekoon and Nirmalie Wiratunga and Kay Cooper and Kerstin Bach},
editor = {Roman Bart á and Eric Bell},
url = {https://aaai.org/ocs/index.php/FLAIRS/FLAIRS20/paper/view/18460},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {347--352},
publisher = {AAAI Press},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/flairs/BachM20,
title = {On the Explanation of Similarity for Developing and Deploying CBR
Systems},
author = {Kerstin Bach and Paul Jarle Mork},
editor = {Roman Bart á and Eric Bell},
url = {https://aaai.org/ocs/index.php/FLAIRS/FLAIRS20/paper/view/18472},
year = {2020},
date = {2020-01-01},
booktitle = {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},
pages = {413--416},
publisher = {AAAI Press},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/icaart/VermaBM20,
title = {Clustering of Physical Behaviour Profiles using Knowledge-intensive
Similarity Measures},
author = {Deepika Verma and Kerstin Bach and Paul Jarle Mork},
editor = {Ana Paula Rocha and Luc Steels and Jaap H van den Herik},
url = {https://doi.org/10.5220/0008980406600667},
doi = {10.5220/0008980406600667},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the 12th International Conference on Agents and Artificial
Intelligence, ICAART 2020, Volume 2, Valletta, Malta, February 22-24,
2020},
pages = {660--667},
publisher = {SCITEPRESS},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Bach, Kerstin; Akselsen, Sigmund; Veiga, Tiago; Kalamaras, Ilias On the Use of Air Quality Microsensors for Supporting Decision Makers Inproceedings 10th International Conference on the Internet of Things Companion, Association for Computing Machinery, Malmö, Sweden, 2020, ISBN: 9781450388207. Abstract | Links | BibTeX @inproceedings{10.1145/3423423.3423463,
title = {On the Use of Air Quality Microsensors for Supporting Decision Makers},
author = {Kerstin Bach and Sigmund Akselsen and Tiago Veiga and Ilias Kalamaras},
url = {https://doi.org/10.1145/3423423.3423463},
doi = {10.1145/3423423.3423463},
isbn = {9781450388207},
year = {2020},
date = {2020-01-01},
booktitle = {10th International Conference on the Internet of Things Companion},
publisher = {Association for Computing Machinery},
address = {Malmö, Sweden},
series = {IoT '20 Companion},
abstract = {In this poster we present how a network of Internet-of-things (IoT) devices facilitated through machine learning can improve decision making. Our application domain is air quality in the municipality of Trondheim. Ambient air pollution poses a major threat to both health and climate with millions of premature deaths occurring every year. To enable solutions to this problem, accurate measurements of the phenomenon are required and tools for decision makers need to be in place to quickly understand situations as well as suggest actions that lead to the best possible outcome.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
In this poster we present how a network of Internet-of-things (IoT) devices facilitated through machine learning can improve decision making. Our application domain is air quality in the municipality of Trondheim. Ambient air pollution poses a major threat to both health and climate with millions of premature deaths occurring every year. To enable solutions to this problem, accurate measurements of the phenomenon are required and tools for decision makers need to be in place to quickly understand situations as well as suggest actions that lead to the best possible outcome. |
Murad, Abdulmajid; Kraemer, Frank Alexander; Bach, Kerstin; Taylor, Gavin Information-Driven Adaptive Sensing Based on Deep Reinforcement Learning Inproceedings Proceedings of the 10th International Conference on the Internet of Things, Association for Computing Machinery, Malmö, Sweden, 2020, ISBN: 9781450387583. Abstract | Links | BibTeX @inproceedings{10.1145/3410992.3411001,
title = {Information-Driven Adaptive Sensing Based on Deep Reinforcement Learning},
author = {Abdulmajid Murad and Frank Alexander Kraemer and Kerstin Bach and Gavin Taylor},
url = {https://doi.org/10.1145/3410992.3411001},
doi = {10.1145/3410992.3411001},
isbn = {9781450387583},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the 10th International Conference on the Internet of Things},
publisher = {Association for Computing Machinery},
address = {Malmö, Sweden},
series = {IoT '20},
abstract = {In order to make better use of deep reinforcement learning in the creation of sensing policies for resource-constrained IoT devices, we present and study a novel reward function based on the Fisher information value. This reward function enables IoT sensor devices to learn to spend available energy on measurements at otherwise unpredictable moments, while conserving energy at times when measurements would provide little new information. This is a highly general approach, which allows for a wide range of use cases without significant human design effort or hyperparameter tuning. We illustrate the approach in a scenario of workplace noise monitoring, where results show that the learned behavior outperforms a uniform sampling strategy and comes close to a near-optimal oracle solution.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
In order to make better use of deep reinforcement learning in the creation of sensing policies for resource-constrained IoT devices, we present and study a novel reward function based on the Fisher information value. This reward function enables IoT sensor devices to learn to spend available energy on measurements at otherwise unpredictable moments, while conserving energy at times when measurements would provide little new information. This is a highly general approach, which allows for a wide range of use cases without significant human design effort or hyperparameter tuning. We illustrate the approach in a scenario of workplace noise monitoring, where results show that the learned behavior outperforms a uniform sampling strategy and comes close to a near-optimal oracle solution. |
Mathisen, Bjørn Magnus; Bach, Kerstin; Meidell, Espen; Måløy, Håkon; Sjøblom, Edvard Schreiner FishNet: A Unified Embeddiung for Salmon Recognition Inproceedings Proceedings of the Twenty-fourth European Conference on Artificial Intelligence, pp. 3001–3008, 2020. BibTeX @inproceedings{mathisen2020fishnet,
title = {FishNet: A Unified Embeddiung for Salmon Recognition},
author = {Bjørn Magnus Mathisen and Kerstin Bach and Espen Meidell and Håkon Måløy and Edvard Schreiner Sjøblom},
year = {2020},
date = {2020-01-01},
booktitle = {Proceedings of the Twenty-fourth European Conference on Artificial Intelligence},
pages = {3001--3008},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @article{SandalEtAl2019,
title = {An app-delivered self-management program for people with low back pain: protocol for the selfBACK randomized controlled trial},
author = {Louise Fleng Sandal and Mette Jensen Stochkendahl and Malene Jagd Svendsen and Karen Wood and Cecilie K Øverås and Anne Lovise Nordstoga and Morten Villumsen and Charlotte Diana Nørregaard Rasmussen and Barbara Nicholl and Kay Cooper and Per Kjaer and Frances S Mair and Gisela Sjøgaard and Tom Ivar Lund Nilsen and Jan Hartvigsen and Kerstin Bach and Paul Jarle Mork and Karen Søgaard},
editor = {Muhammad Abid Azam and Vered Valeria Latman and Joel Katz},
url = {https://www.researchprotocols.org/2019/12/e14720/},
doi = {10.2196/14720},
year = {2019},
date = {2019-12-03},
journal = {JMIR Research Protocols},
volume = {8},
number = {12},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
Bach, Kerstin; Ruocco, Massimiliano (Ed.) Nordic Artificial Intelligence Research and Development Collection Springer, Cham, 2019, ISBN: 978-3-030-35663-7. Links | BibTeX @collection{NAIS2019,
title = {Nordic Artificial Intelligence Research and Development},
editor = {Kerstin Bach and Massimiliano Ruocco},
url = {https://link.springer.com/book/10.1007/978-3-030-35664-4},
doi = {10.1007/978-3-030-35664-4},
isbn = {978-3-030-35663-7},
year = {2019},
date = {2019-11-30},
volume = {1056},
publisher = {Springer, Cham},
series = {Communications in Computer and Information Science book series (CCIS)},
keywords = {},
pubstate = {published},
tppubtype = {collection}
}
|
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. Links | BibTeX @conference{Svendsen2019,
title = {Designing a digital support intervention for the Self-Management of Low Back Pain (SelfBACK)-an intervention mapping approach},
author = {Malene Jagd Svendsen and Charlotte Diana Nørregaard Rasmussen and Louise Fleng Sandal and Mette Jensen Stochkendahl and Jan Hartvigsen and Kay Cooper and Per Kjaer and Kerstin Bach and Paul Jarle Mork},
editor = {Valerie A Ubbes},
url = {https://wfc-ecu-berlin-2019.exordo.com/programme/presentation/21},
year = {2019},
date = {2019-03-22},
booktitle = {15th WFC Biennial Congress and 78th ECU Convention},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
|
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. Links | BibTeX @article{DBLP:journals/jiis/BachMMAMN19,
title = {Design of a clinician dashboard to facilitate co-decision making in the management of non-specific low back pain},
author = {Kerstin Bach and Cindy Marling and Paul Jarle Mork and Agnar Aamodt and Frances S Mair and Barbara I Nicholl},
url = {https://doi.org/10.1007/s10844-018-0539-y},
doi = {10.1007/s10844-018-0539-y},
year = {2019},
date = {2019-01-01},
journal = {J. Intell. Inf. Syst.},
volume = {52},
number = {2},
pages = {269--284},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/flairs/JaiswalBMV19,
title = {Case Representation and Similarity Modeling for Non-Specific Musculoskeletal
Disorders - a Case-Based Reasoning Approach},
author = {Amar Jaiswal and Kerstin Bach and Ingebrigt Meisingset and Ottar Vasseljen},
editor = {Roman Bart á and Keith W Brawner},
url = {https://aaai.org/ocs/index.php/FLAIRS/FLAIRS19/paper/view/18194},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the Thirty-Second International Florida Artificial
Intelligence Research Society Conference, Sarasota, Florida, USA,
May 19-22 2019},
pages = {359--363},
publisher = {AAAI Press},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/iccbr/JaiswalB19,
title = {A Data-Driven Approach for Determining Weights in Global Similarity
Functions},
author = {Amar Jaiswal and Kerstin Bach},
editor = {Kerstin Bach and Cindy Marling},
url = {https://doi.org/10.1007/978-3-030-29249-2_9},
doi = {10.1007/978-3-030-29249-2_9},
year = {2019},
date = {2019-01-01},
booktitle = {Case-Based Reasoning Research and Development - 27th International
Conference, ICCBR 2019, Otzenhausen, Germany, September 8-12, 2019,
Proceedings},
volume = {11680},
pages = {125--139},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/iccbr/Bach19,
title = {Workshop preface},
author = {Kerstin Bach},
editor = {Stelios Kapetanakis and Hayley Borck},
url = {http://ceur-ws.org/Vol-2567/demo_preface.pdf},
year = {2019},
date = {2019-01-01},
booktitle = {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},
volume = {2567},
pages = {143},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/iccbr/BachMJ19,
title = {Demonstrating the myCBR Rest API},
author = {Kerstin Bach and Bjørn Magnus Mathisen and Amar Jaiswal},
editor = {Stelios Kapetanakis and Hayley Borck},
url = {http://ceur-ws.org/Vol-2567/paper13.pdf},
year = {2019},
date = {2019-01-01},
booktitle = {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},
volume = {2567},
pages = {144--155},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/iot/MuradBKT19,
title = {IoT Sensor Gym: Training Autonomous IoT Devices with Deep Reinforcement
Learning},
author = {Abdulmajid Murad and Kerstin Bach and Frank Alexander Kraemer and Gavin Taylor},
url = {https://doi.org/10.1145/3365871.3365911},
doi = {10.1145/3365871.3365911},
year = {2019},
date = {2019-01-01},
booktitle = {Proceedings of the 9th International Conference on the Internet of
Things, IoT 2019, Bilbao, Spain, October 22-25, 2019},
pages = {37:1--37:4},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/medes/KalamarasXGAMNL19,
title = {Visual analytics for exploring air quality data in an AI-enhanced IoT environment},
author = {Ilias Kalamaras and Ioannis Xygonakis and Konstantinos Glykos and Sigmund Akselsen and Arne Munch-Elligsen and Hai Thanh Nguyen and Andreas Jacobsen Lepperod and Kerstin Bach and Konstantinos Votis and Dimitrios Tzovaras},
editor = {Richard Chbeir and Yannis Manolopoulos and Sergio Ilarri and Apostolos Papadopoulos},
url = {https://doi.org/10.1145/3297662.3365816},
doi = {10.1145/3297662.3365816},
year = {2019},
date = {2019-01-01},
booktitle = {11th International Conference on Management of Digital EcoSystems,
MEDES 2019, Limassol, Cyprus, November, 2019},
pages = {103--110},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/saso/MuradKBT19,
title = {Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning},
author = {Abdulmajid Murad and Frank Alexander Kraemer and Kerstin Bach and Gavin Taylor},
url = {https://doi.org/10.1109/SASO.2019.00015
http://arxiv.org/abs/1905.04181},
doi = {10.1109/SASO.2019.00015},
year = {2019},
date = {2019-01-01},
booktitle = {13th IEEE International Conference on Self-Adaptive and Self-Organizing
Systems, SASO 2019, Umea, Sweden, June 16-20, 2019},
pages = {43--51},
publisher = {IEEE},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @proceedings{DBLP:conf/iccbr/2019,
title = {Case-Based Reasoning Research and Development - 27th International
Conference, ICCBR 2019, Otzenhausen, Germany, September 8-12, 2019,
Proceedings},
editor = {Kerstin Bach and Cindy Marling},
url = {https://doi.org/10.1007/978-3-030-29249-2},
doi = {10.1007/978-3-030-29249-2},
isbn = {978-3-030-29248-5},
year = {2019},
date = {2019-01-01},
volume = {11680},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {proceedings}
}
|
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. Links | BibTeX @article{DBLP:journals/corr/abs-1905-08581,
title = {Similarity Measure Development for Case-Based Reasoning- A Data-driven
Approach},
author = {Deepika Verma and Kerstin Bach and Paul Jarle Mork},
url = {http://arxiv.org/abs/1905.08581},
year = {2019},
date = {2019-01-01},
journal = {CoRR},
volume = {abs/1905.08581},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{DBLP:journals/aim/AhaBGL18,
title = {The 25th International Conference on Case-Based Reasoning},
author = {David W Aha and Kerstin Bach and Odd Erik Gundersen and Jean Lieber},
url = {https://doi.org/10.1609/aimag.v39i2.2797},
doi = {10.1609/aimag.v39i2.2797},
year = {2018},
date = {2018-01-01},
journal = {AI Mag.},
volume = {39},
number = {2},
pages = {79--80},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/afcai/Bach18,
title = {From Data to Context Aware Decision Making Challenges and Opportunities},
author = {Kerstin Bach},
editor = {Grzegorz J Nalepa and Vicente Juli á and José Tomás Palma M é and  and Carlos Carrascosa and Paulo Novais},
url = {http://ceur-ws.org/Vol-2166/afcai18-paper14.pdf},
year = {2018},
date = {2018-01-01},
booktitle = {Proceedings of the Workshop on Affective Computing and Context Awareness
in Ambient Intelligence (AfCAI 2018), Valencia, Spain, April 19-20,
2018},
volume = {2166},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/iccbr/NikpourAB18,
title = {Bayesian-Supported Retrieval in BNCreek: A Knowledge-Intensive Case-Based
Reasoning System},
author = {Hoda Nikpour and Agnar Aamodt and Kerstin Bach},
editor = {Michael T Cox and Peter Funk and Shahina Begum},
url = {https://doi.org/10.1007/978-3-030-01081-2_22},
doi = {10.1007/978-3-030-01081-2_22},
year = {2018},
date = {2018-01-01},
booktitle = {Case-Based Reasoning Research and Development - 26th International
Conference, ICCBR 2018, Stockholm, Sweden, July 9-12, 2018, Proceedings},
volume = {11156},
pages = {323--338},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/iccbr/VermaBM18,
title = {Modelling Similarity for Comparing Physical Activity Profiles - A
Data-Driven Approach},
author = {Deepika Verma and Kerstin Bach and Paul Jarle Mork},
editor = {Michael T Cox and Peter Funk and Shahina Begum},
url = {https://doi.org/10.1007/978-3-030-01081-2_28},
doi = {10.1007/978-3-030-01081-2_28},
year = {2018},
date = {2018-01-01},
booktitle = {Case-Based Reasoning Research and Development - 26th International
Conference, ICCBR 2018, Stockholm, Sweden, July 9-12, 2018, Proceedings},
volume = {11156},
pages = {415--430},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/ijcai/VonstadSVNB18,
title = {Cassification of Movement Quality in A Weight-shifting Exercise},
author = {Elise Klaebo Vonstad and Xiaomeng Su and Beatrix Vereijken and Jan Harald Nilsen and Kerstin Bach},
editor = {Kerstin Bach and Razvan C Bunescu and Oladimeji Farri and Aili Guo and Sadid A Hasan and Zina M Ibrahim and Cindy Marling and Jesse Raffa and Jonathan Rubin and Honghan Wu},
url = {http://ceur-ws.org/Vol-2148/paper04.pdf},
year = {2018},
date = {2018-01-01},
booktitle = {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},
volume = {2148},
pages = {27--32},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @incollection{DBLP:series/asc/Bach18,
title = {Knowledge Engineering for Distributed Case-Based Reasoning Systems},
author = {Kerstin Bach},
editor = {Grzegorz J Nalepa and Joachim Baumeister},
url = {https://doi.org/10.1007/978-3-319-64161-4_7},
doi = {10.1007/978-3-319-64161-4_7},
year = {2018},
date = {2018-01-01},
booktitle = {Synergies Between Knowledge Engineering and Software Engineering},
volume = {626},
pages = {129--147},
publisher = {Springer},
series = {Advances in Intelligent Systems and Computing},
keywords = {},
pubstate = {published},
tppubtype = {incollection}
}
|
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. Links | BibTeX @proceedings{DBLP:conf/ijcai/2018khd,
title = {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},
editor = {Kerstin Bach and Razvan C Bunescu and Oladimeji Farri and Aili Guo and Sadid A Hasan and Zina M Ibrahim and Cindy Marling and Jesse Raffa and Jonathan Rubin and Honghan Wu},
url = {http://ceur-ws.org/Vol-2148},
year = {2018},
date = {2018-01-01},
volume = {2148},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {proceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/iccbr/PrestmoBAM17,
title = {Evolutionary Inspired Adaptation of Exercise Plans for Increasing
Solution Variety},
author = {Tale Prestmo and Kerstin Bach and Agnar Aamodt and Paul Jarle Mork},
editor = {David W Aha and Jean Lieber},
url = {https://doi.org/10.1007/978-3-319-61030-6_19},
doi = {10.1007/978-3-319-61030-6_19},
year = {2017},
date = {2017-01-01},
booktitle = {Case-Based Reasoning Research and Development - 25th International
Conference, ICCBR 2017, Trondheim, Norway, June 26-28, 2017, Proceedings},
volume = {10339},
pages = {272--286},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/iccbr/SkjoldOBA17,
title = {IntelliMeal - Enhancing Creativity by Reusing Domain Knowledge in the Adaptation Process},
author = {Kari Skjold and Marthe Øien and Kerstin Bach and Agnar Aamodt},
editor = {Antonio Sánchez A - and Anders Kofod -},
url = {http://ceur-ws.org/Vol-2028/paper31.pdf},
year = {2017},
date = {2017-01-01},
booktitle = {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},
volume = {2028},
pages = {277--284},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @proceedings{DBLP:conf/ijcai/2017khd,
title = {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},
editor = {Zina M Ibrahim and Honghan Wu and Kerstin Bach and Richard J B Dobson and Spiros C Denaxas and Nirmalie Wiratunga and Stewart Massie and Sadiq Sani},
url = {http://ceur-ws.org/Vol-1891},
year = {2017},
date = {2017-01-01},
volume = {1891},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {proceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/flairs/SizovOB16,
title = {Evaluation of Explanations Extracted from Textual Reports},
author = {Gleb Sizov and Pinar Özt ü and Kerstin Bach},
editor = {Zdravko Markov and Ingrid Russell},
url = {http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS16/paper/view/12919},
year = {2016},
date = {2016-01-01},
booktitle = {Proceedings of the Twenty-Ninth International Florida Artificial Intelligence
Research Society Conference, FLAIRS 2016, Key Largo, Florida, USA,
May 16-18, 2016},
pages = {425--429},
publisher = {AAAI Press},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/iccbr/BachSAGM16,
title = {Case Representation and Similarity Assessment in the selfBACK Decision
Support System},
author = {Kerstin Bach and Tomasz Szczepanski and Agnar Aamodt and Odd Erik Gundersen and Paul Jarle Mork},
editor = {Ashok K Goel and Belén Díaz M - and Thomas Roth -},
url = {https://doi.org/10.1007/978-3-319-47096-2_3},
doi = {10.1007/978-3-319-47096-2_3},
year = {2016},
date = {2016-01-01},
booktitle = {Case-Based Reasoning Research and Development - 24th International
Conference, ICCBR 2016, Atlanta, GA, USA, October 31 - November
2, 2016, Proceedings},
volume = {9969},
pages = {32--46},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/iccbr/SzczepanskiBA16,
title = {Challenges for the Similarity-Based Comparison of Human Physical Activities
Using Time Series Data},
author = {Tomasz Szczepanski and Kerstin Bach and Agnar Aamodt},
editor = {Alexandra Coman and Stelios Kapetanakis},
url = {http://ceur-ws.org/Vol-1815/paper17.pdf},
year = {2016},
date = {2016-01-01},
booktitle = {Workshops Proceedings for the Twenty-fourth International Conference
on Case-Based Reasoning (ICCBR 2016), Atlanta, Georgia, USA, October
31 - November 2, 2016},
volume = {1815},
pages = {173--177},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/lwa/BachSAGM16,
title = {Case Representation and Similarity Assessment in the selfBACK Decision
Support System},
author = {Kerstin Bach and Tomasz Szczepanski and Agnar Aamodt and Odd Erik Gundersen and Paul Jarle Mork},
editor = {Ralf Krestel and Davide Mottin and Emmanuel M ü},
url = {http://ceur-ws.org/Vol-1670/paper-38.pdf},
year = {2016},
date = {2016-01-01},
booktitle = {Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", Potsdam,
Germany, September 12-14, 2016},
volume = {1670},
pages = {153--154},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
Bach, Kerstin; Mork, Paul Jarle; Aamodt, Agnar Can Data-driven Self-Management Reduce Low Back Pain? Journal Article ERCIM News, 2016 (104), 2016. Links | BibTeX @article{DBLP:journals/ercim/BachMA16,
title = {Can Data-driven Self-Management Reduce Low Back Pain?},
author = {Kerstin Bach and Paul Jarle Mork and Agnar Aamodt},
url = {http://ercim-news.ercim.eu/en104/special/can-data-driven-self-management-reduce-low-back-pain},
year = {2016},
date = {2016-01-01},
journal = {ERCIM News},
volume = {2016},
number = {104},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/ecai/BachSAR14,
title = {Knowledge Modeling with the Open Source Tool myCBR},
author = {Kerstin Bach and Christian Severin Sauer and Klaus-Dieter Althoff and Thomas Roth-Berghofer},
editor = {Grzegorz J Nalepa and Joachim Baumeister},
url = {http://ceur-ws.org/Vol-1289/kese10-09_submission_11.pdf},
year = {2014},
date = {2014-01-01},
booktitle = {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},
volume = {1289},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/iccbr/BachGKO14,
title = {Automatic Case Capturing for Problematic Drilling Situations},
author = {Kerstin Bach and Odd Erik Gundersen and Christian Knappskog and Pinar Özt ü},
editor = {Luc Lamontagne and Enric Plaza},
url = {https://doi.org/10.1007/978-3-319-11209-1_5},
doi = {10.1007/978-3-319-11209-1_5},
year = {2014},
date = {2014-01-01},
booktitle = {Case-Based Reasoning Research and Development - 22nd International
Conference, ICCBR 2014, Cork, Ireland, September 29, 2014 - October
1, 2014. Proceedings},
volume = {8765},
pages = {48--62},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
2013
|
Bach, Kerstin Knowledge Acquisition for Case-Based Reasoning Systems PhD Thesis Heidelberg University, 2013. Links | BibTeX @phdthesis{DBLP:phd/dnb/Bach13,
title = {Knowledge Acquisition for Case-Based Reasoning Systems},
author = {Kerstin Bach},
url = {http://www.dr.hut-verlag.de/978-3-8439-1357-7.html},
year = {2013},
date = {2013-01-01},
school = {Heidelberg University},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
|
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. Links | BibTeX @article{DBLP:journals/ecoi/BachSESGB12,
title = {A comparative evaluation of technical solutions for long-term data
repositories in integrative biodiversity research},
author = {Kerstin Bach and Daniel Sch ä and Neela Enke and Bernhard Seeger and Birgit Gemeinholzer and J ö},
url = {https://doi.org/10.1016/j.ecoinf.2011.11.008},
doi = {10.1016/j.ecoinf.2011.11.008},
year = {2012},
date = {2012-01-01},
journal = {Ecol. Informatics},
volume = {11},
pages = {16--24},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @article{DBLP:journals/ecoi/EnkeTBBSG12,
title = {The user's view on biodiversity data sharing - Investigating facts
of acceptance and requirements to realize a sustainable use of research
data -},
author = {Neela Enke and Anne E Thessen and Kerstin Bach and J ö and Bernhard Seeger and Birgit Gemeinholzer},
url = {https://doi.org/10.1016/j.ecoinf.2012.03.004},
doi = {10.1016/j.ecoinf.2012.03.004},
year = {2012},
date = {2012-01-01},
journal = {Ecol. Informatics},
volume = {11},
pages = {25--33},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/iccbr/BachA12,
title = {Developing Case-Based Reasoning Applications Using myCBR 3},
author = {Kerstin Bach and Klaus-Dieter Althoff},
editor = {Belén Díaz Agudo and Ian Watson},
url = {https://doi.org/10.1007/978-3-642-32986-9_4},
doi = {10.1007/978-3-642-32986-9_4},
year = {2012},
date = {2012-01-01},
booktitle = {Case-Based Reasoning Research and Development - 20th International
Conference, ICCBR 2012, Lyon, France, September 3-6, 2012. Proceedings},
volume = {7466},
pages = {17--31},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @article{DBLP:journals/ijkedm/ReichleBA11,
title = {Knowledge engineering within the application-independent architecture SEASALT},
author = {Meike Reichle and Kerstin Bach and Klaus-Dieter Althoff},
url = {https://doi.org/10.1504/IJKEDM.2011.037643},
doi = {10.1504/IJKEDM.2011.037643},
year = {2011},
date = {2011-01-01},
journal = {Int. J. Knowl. Eng. Data Min.},
volume = {1},
number = {3},
pages = {202--215},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/iccbr/BachANS11,
title = {A Case-Based Reasoning Approach for Providing Machine Diagnosis from Service Reports},
author = {Kerstin Bach and Klaus-Dieter Althoff and Régis Newo and Armin Stahl},
editor = {Ashwin Ram and Nirmalie Wiratunga},
url = {https://doi.org/10.1007/978-3-642-23291-6_27},
doi = {10.1007/978-3-642-23291-6_27},
year = {2011},
date = {2011-01-01},
booktitle = {Case-Based Reasoning Research and Development - 19th International
Conference on Case-Based Reasoning, ICCBR 2011, London, UK, September
12-15, 2011. Proceedings},
volume = {6880},
pages = {363--377},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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 @inproceedings{DBLP:conf/lwa/Roth-BerghoferS11,
title = {SEASALTexp- An Explanation-aware Architecture for Extracting and Case-Based Processing of Experiences from Internet Communities},
author = {Thomas Roth-Berghofer and Christian Severin Sauer and Klaus-Dieter Althoff and Kerstin Bach and Régis Newo},
editor = {Myra Spiliopoulou and Andreas N ü and Rene Schult},
year = {2011},
date = {2011-01-01},
booktitle = {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},
pages = {274--277},
publisher = {Fakultät für Informatik, Otto-von-Guericke-Universität Magdeburg},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/wm/BachR11,
title = {GWEM 2011 - German Workshop on Experience Management},
author = {Kerstin Bach and Thomas Roth -},
editor = {Ronald Maier},
url = {https://dl.gi.de/20.500.12116/19522},
year = {2011},
date = {2011-01-01},
booktitle = {6th Conference on Professional Knowledge Management: From Knowledge
to Action, February 21-23, 2011 in Innsbruck, Austria},
volume = {P-182},
pages = {191--193},
publisher = {GI},
series = {LNI},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/wm/BachRA11,
title = {Case-Based Menu Creation as an Example of Individualized Experience Management},
author = {Kerstin Bach and Pascal Reuss and Klaus-Dieter Althoff},
editor = {Ronald Maier},
url = {https://dl.gi.de/20.500.12116/19525},
year = {2011},
date = {2011-01-01},
booktitle = {6th Conference on Professional Knowledge Management: From Knowledge
to Action, February 21-23, 2011 in Innsbruck, Austria},
volume = {P-182},
pages = {194--203},
publisher = {GI},
series = {LNI},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|
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. Links | BibTeX @inproceedings{DBLP:conf/ki/NewoBA10,
title = {Knowledge Acquisition for Simulating Complex Psychological Processes},
author = {Régis Newo and Kerstin Bach and Klaus-Dieter Althoff},
editor = {Grzegorz J Nalepa and Joachim Baumeister},
url = {http://ceur-ws.org/Vol-636/kese6-03.pdf},
year = {2010},
date = {2010-01-01},
booktitle = {Proceedings of the 6th Workshop on Knowledge Engineering and Software
Engineering, Karlsruhe, Germany, September 21, 2010},
volume = {636},
publisher = {CEUR-WS.org},
series = {CEUR Workshop Proceedings},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
|