Kerstin Bach
Orcid: 0000-0002-4256-7676
According to our database1,
Kerstin Bach
authored at least 84 papers
between 2007 and 2023.
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Bibliography
2023
Acceptance and use of a clinical decision support system in musculoskeletal pain disorders - the SupportPrim project.
BMC Medical Informatics Decis. Mak., December, 2023
Towards containerized, reuse-oriented AI deployment platforms for cognitive IoT applications.
Future Gener. Comput. Syst., May, 2023
Validation of an Activity Type Recognition Model Classifying Daily Physical Behavior in Older Adults: The HAR70+ Model.
Sensors, March, 2023
External validation of prediction models for patient-reported outcome measurements collected using the selfBACK mobile app.
Int. J. Medical Informatics, 2023
IEEE Access, 2023
Proceedings of the Artificial Intelligence XL, 2023
Proceedings of the 5th Symposium of the Norwegian AI Society, 2023
Proceedings of the Workshops at the 31st International Conference on Case-Based Reasoning (ICCBR-WS 2023) co-located with the 31st International Conference on Case-Based Reasoning (ICCBR 2023), 2023
Creating Explainable Dynamic Checklists via Machine Learning to Ensure Decent Working Environment for All: A Field Study with Labour Inspections.
Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
Exploratory application of machine learning methods on patient reported data in the development of supervised models for predicting outcomes.
BMC Medical Informatics Decis. Mak., 2022
Learning attention models for resource-constrained, self-adaptive visual sensing applications.
Proceedings of the Conference on Research in Adaptive and Convergent Systems, 2022
Creating Dynamic Checklists via Bayesian Case-Based Reasoning: Towards Decent Working Conditions for All.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022
Explaining CBR Systems Through Retrieval and Similarity Measure Visualizations: A Case Study.
Proceedings of the Case-Based Reasoning Research and Development, 2022
Proceedings of the Workshop Proceedings of the 30th International Conferece on Case-Based Reasoning co-located with the 30th International Conference on Case-Based Reasoning (ICCBR 2022), 2022
2021
Assessment of Machine Learning Models for Classification of Movement Patterns During a Weight-Shifting Exergame.
IEEE Trans. Hum. Mach. Syst., 2021
From a Low-Cost Air Quality Sensor Network to Decision Support Services: Steps towards Data Calibration and Service Development.
Sensors, 2021
Sensors, 2021
Application of Machine Learning Methods on Patient Reported Outcome Measurements for Predicting Outcomes: A Literature Review.
Informatics, 2021
Using extended siamese networks to provide decision support in aquaculture operations.
Appl. Intell., 2021
Using Automated Feature Selection for Building Case-Based Reasoning Systems: An Example from Patient-Reported Outcome Measurements.
Proceedings of the Artificial Intelligence XXXVIII, 2021
Proceedings of the Case-Based Reasoning Research and Development, 2021
Blind Calibration of Air Quality Wireless Sensor Networks Using Deep Neural Networks.
Proceedings of the 2021 IEEE International Conference on Omni-Layer Intelligent Systems, 2021
2020
Comparison of a Deep Learning-Based Pose Estimation System to Marker-Based and Kinect Systems in Exergaming for Balance Training.
Sensors, 2020
Proceedings of the IoT '20: 10th International Conference on the Internet of Things, 2020
Proceedings of the IoT '20 Companion: 10th International Conference on the Internet of Things Companion, 2020
Clustering of Physical Behaviour Profiles using Knowledge-intensive Similarity Measures.
Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020
Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020
Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Proceedings of the Handbuch der Künstlichen Intelligenz, 6. Auflage, 2020
2019
Design of a clinician dashboard to facilitate co-decision making in the management of non-specific low back pain.
J. Intell. Inf. Syst., 2019
Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning.
Proceedings of the 13th IEEE International Conference on Self-Adaptive and Self-Organizing Systems, 2019
Proceedings of the Nordic Artificial Intelligence Research and Development, 2019
Proceedings of the 11th International Conference on Management of Digital EcoSystems, 2019
Proceedings of the 9th International Conference on the Internet of Things, 2019
Proceedings of the Case-Based Reasoning Research and Development, 2019
Proceedings of the 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), 2019
Proceedings of the 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), 2019
Case Representation and Similarity Modeling for Non-Specific Musculoskeletal Disorders - a Case-Based Reasoning Approach.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019
2018
Proceedings of the Synergies Between Knowledge Engineering and Software Engineering, 2018
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), 2018
Modelling Similarity for Comparing Physical Activity Profiles - A Data-Driven Approach.
Proceedings of the Case-Based Reasoning Research and Development, 2018
Bayesian-Supported Retrieval in BNCreek: A Knowledge-Intensive Case-Based Reasoning System.
Proceedings of the Case-Based Reasoning Research and Development, 2018
Proceedings of the Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2018), 2018
2017
IntelliMeal - Enhancing Creativity by Reusing Domain Knowledge in the Adaptation Process.
Proceedings of ICCBR 2017 Workshops (CAW, 2017
Proceedings of the Case-Based Reasoning Research and Development, 2017
2016
Challenges for the Similarity-Based Comparison of Human Physical Activities Using Time Series Data.
Proceedings of the Workshops Proceedings for the Twenty-fourth International Conference on Case-Based Reasoning (ICCBR 2016), Atlanta, Georgia, USA, October 31, 2016
Case Representation and Similarity Assessment in the selfBACK Decision Support System.
Proceedings of the Case-Based Reasoning Research and Development, 2016
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016
2014
Proceedings of the Case-Based Reasoning Research and Development, 2014
Proceedings of 10th Workshop on Knowledge Engineering and Software Engineering (KESE10) co-located with 21st European Conference on Artificial Intelligence (ECAI 2014), 2014
2013
2012
The user's view on biodiversity data sharing - Investigating facts of acceptance and requirements to realize a sustainable use of research data -.
Ecol. Informatics, 2012
A comparative evaluation of technical solutions for long-term data repositories in integrative biodiversity research.
Ecol. Informatics, 2012
Proceedings of the Case-Based Reasoning Research and Development, 2012
2011
Int. J. Knowl. Eng. Data Min., 2011
Proceedings of the 6th Conference on Professional Knowledge Management: From Knowledge to Action, 2011
Proceedings of the 6th Conference on Professional Knowledge Management: From Knowledge to Action, 2011
SEASALTexp- An Explanation-aware Architecture for Extracting and Case-Based Processing of Experiences from Internet Communities.
Proceedings of the Report of the symposium "Lernen, 2011
A Case-Based Reasoning Approach for Providing Machine Diagnosis from Service Reports.
Proceedings of the Case-Based Reasoning Research and Development, 2011
2010
Proceedings of the LWA 2010, 2010
Proceedings of the 6th Workshop on Knowledge Engineering and Software Engineering, 2010
2009
CookIIS - Competing in the First Computer Cooking Contest.
Künstliche Intell., 2009
Proceedings of the Fifth Conference Professional Knowledge Management: Experiences and Visions, 2009
Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009
Proceedings of the Case-Based Reasoning Research and Development, 2009
2008
Proceedings of the 4th Workshop on Knowledge Engineering and Software Engineering (KESE-2008) at the 31st German Conference on Artificial Intelligence, 2008
Proceedings of the Advances in Data Mining. Medical Applications, 2008
Preface: Uncertainty, Similarity, and Knowledge Discovery in CBR.
Proceedings of the ECCBR 2008, 2008
Realising a CBR-based approach for Computer Cooking Contest with e: IAS.
Proceedings of the ECCBR 2008, 2008
2007
A Domain Independent System Architecture for Sharing Experience.
Proceedings of the LWA 2007: Lernen - Wissen, 2007
TCR - Textual Coverage Rate.
Proceedings of the LWA 2007: Lernen - Wissen, 2007
Collaborative Multi-Expert-Systems - Realizing Knowledge-Lines with Case Factories and Distributed Learning Systems.
Proceedings of the 3rd Workshop on Knowledge Engineering and Software Engineering (KESE 2007) at the 30th German Conference on Artificial Intelligence (KI-2007), 2007