2026

• Aasdahl, Lene; Bach, Kerstin; Nilsen, Tom Ivar Lund; Ottersen, Stuart Gallina; Klevanger, Nina Elisabeth; (+10 andre). (2026) Effectiveness of an artificial intelligence-based self-management intervention to support sick-listed individuals with musculoskeletal disorders in Norway: rationale and protocol for the SmaRTWork randomised controlled trial. BMJ Open
  Vitenskapelig artikkel
• Rangul, Vegar; Kongsvold, Atle; Khanal, Saraswoti Lamsal; Flaaten, Mats; Skarpsno, Eivind Schjelderup; (+3 andre). (2026) Data Resource Profile: Device-measured physical activity and sleep in the HUNT4 study, Norway. International Journal of Epidemiology
  Vitenskapelig artikkel
• Bjøru, Anna Rodum; Langseth, Helge; Strumke, Inga; Bach, Kerstin. (2026) Causal Post-hoc XAI: Categorisation and Systematic Literature Review. Machine Learning
  Vitenskapelig artikkel
• Szczepanski, Tomasz Szymon; Nilsen, Kristian Bernhard; Dunker, Øystein; Reiner, Andrew Henry; ...Bach, Kerstin; (+6 andre). (2026) Improving Indirect Methods for Calculating Reference Limits for Nerve Conduction Studies From Historical Data. Muscle and Nerve
  Vitenskapelig artikkel
• Mozolewski, Maciej; Bayrak-Çik, Betül; Bach, Kerstin; Nalepa, Grzegorz J. (2026) From Prototypes to Sparse ECG Explanations: SHAP-driven Counterfactuals for Multivariate Time-series Multi-class Classification. Information Systems Frontiers
  Vitenskapelig artikkel
• Ottersen, Stuart Gallina; Bach, Kerstin. (2026) Incorporating the Cycle Inductive Bias in Masked Autoencoders. Proceedings of Machine Learning Research (PMLR)
  Vitenskapelig artikkel

2025

• Shamba, Abdul Kazeem; Bach, Kerstin; Taylor, Gavin. (2025) Contrast All The Time: Learning Time Series Representation from Temporal Consistency.
  Vitenskapelig kapittel
• Haddadj, Rayane; Nordstoga, Anne Lovise; Nilsen, Tom Ivar Lund; Skarpsno, Eivind Schjelderup; ...Bach, Kerstin; (+4 andre). (2025) Volume and Intensity of Walking and Risk of Chronic Low Back Pain. JAMA Network Open
  Vitenskapelig artikkel
• Bayrak-Çik, Betül; Bach, Kerstin. (2025) PerCE: Hierarchical Perturbation-Based Counterfactual Explanations for Multivariate Time Series Classification. IEEE Access
  Vitenskapelig artikkel
• Kongsvold, Atle; Flaaten, Mats; Skarpsno, Eivind Schjelderup; Logacjov, Aleksej; Bach, Kerstin; (+2 andre). (2025) Contribution of walking, running and cycling to moderate-to-vigorous and total physical activity in adolescents and adults across and within seasons: cross-sectional data from the Norwegian HUNT Study. BMJ Open sport & exercise medicine
  Vitenskapelig artikkel
• Szczepanski, Tomasz Szymon; Omland, Petter Moe; Dunker, Øystein; Sand, Trond Halfdan; ...Bach, Kerstin; (+6 andre). (2025) Deriving reference limits from historical data – A comparison of four novel methods. Clinical Neurophysiology
  Vitenskapelig artikkel
• Sylvester, Rebecca Sophia; Bach, Kerstin; Kallestad, Håvard. (2025) Explainable Sleep-Wake Recognition Using a Twin XCBR System with Prototypes to Improve Retrieval.
  Vitenskapelig kapittel
• Logacjov, Aleksej; Bach, Kerstin; Mork, Paul Jarle. (2025) Long-term self-supervised learning for accelerometer-based sleep–wake recognition. Engineering Applications of Artificial Intelligence
  Vitenskapelig artikkel
• Logacjov, Aleksej; Ludvigsen, Tonje Pedersen; Bach, Kerstin; Kongsvold, Atle; Flaaten, Mats; (+2 andre). (2025) The performance of a machine learning model in predicting accelerometer-derived walking speed. Heliyon
  Vitenskapelig artikkel
• Asad, Hafiz Areeb; Kraemer, Frank Alexander; Bach, Kerstin; Renner, Bernd-Christian. (2025) UtiliGEM: Energy Management Guided by Learned Application Utility.
  Vitenskapelig kapittel
• Kongsvold, Atle; Skarpsno, Eivind Schjelderup; Flaaten, Mats; Logacjov, Aleksej; Bach, Kerstin; (+2 andre). (2025) Associations of sport and exercise participation in adolescence with body composition and device-measured physical activity in adulthood: longitudinal data from the Norwegian HUNT study. International Journal of Behavioral Nutrition and Physical Activity
  Vitenskapelig artikkel

2024

• Herland, Sverre; Bach, Kerstin; Misimi, Ekrem. (2024) 6-DoF Closed-Loop Grasping with Reinforcement Learning.
  Vitenskapelig kapittel
• Hurmuz, Marian; Jansen-Kosterink, Stephanie; Mork, Paul Jarle; Bach, Kerstin; Hermens, HJ. (2024) Factors influencing the use of an artificial intelligence-based app (selfBACK) for tailored self-management support among adults with neck and/or low back pain. Disability and Rehabilitation
  Vitenskapelig artikkel
• Ottersen, Stuart Gallina; Bach, Kerstin. (2024) Automatic Adjusting Global Similarity Measures in Learning CBR Systems.
  Vitenskapelig kapittel
• Marcuzzi, Anna; Klevanger, Nina Elisabeth; Aasdahl, Lene; Gismervik, Sigmund Østgård; Bach, Kerstin; (+2 andre). (2024) An Artificial Intelligence–Based App for Self-Management of Low Back and Neck Pain in Specialist Care: Process Evaluation From a Randomized Clinical Trial. JMIR Human Factors
  Vitenskapelig artikkel
• Logacjov, Aleksej; Herland, Sverre; Ustad, Astrid; Bach, Kerstin. (2024) SelfPAB: large-scale pre-training on accelerometer data for human activity recognition. Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems
  Vitenskapelig artikkel
• Bayrak, Betül; Bach, Kerstin. (2024) Evaluation of Instance-Based Explanations: An In-Depth Analysis of Counterfactual Evaluation Metrics, Challenges, and the CEval Toolkit. IEEE Access
  Vitenskapelig artikkel
• Granviken, Fredrik; Vasseljen, Ottar; Bach, Kerstin; Jaiswal, Amar Deep; Meisingset, Ingebrigt. (2024) Decision Support for Managing Common Musculoskeletal Pain Disorders: Development of a Case-Based Reasoning Application. JMIR Formative Research
  Vitenskapelig artikkel
• Logacjov, Aleksej; Bach, Kerstin. (2024) Self-supervised learning with randomized cross-sensor masked reconstruction for human activity recognition. Engineering Applications of Artificial Intelligence
  Vitenskapelig artikkel
• Murad, Abdulmajid; Kraemer, Frank Alexander; Bach, Kerstin; Taylor, Gavin. (2024) Uncertainty-aware autonomous sensing with deep reinforcement learning. Future Generation Computer Systems
  Vitenskapelig artikkel
• Granviken, Fredrik; Meisingset, Ingebrigt; Bach, Kerstin; Bones, Anita Formo; Simpson, Melanie Rae; (+3 andre). (2024) Personalised decision support in the management of patients with musculoskeletal pain in primary physiotherapy care: a cluster randomised controlled trial (the SupportPrim project). Pain
  Vitenskapelig artikkel
• Logacjov, Aleksej; Skarpsno, Eivind Schjelderup; Kongsvold, Atle Austnes; Bach, Kerstin; Mork, Paul Jarle. (2024) A Machine Learning Model for Predicting Sleep and Wakefulness Based on Accelerometry, Skin Temperature and Contextual Information. Nature and Science of Sleep
  Vitenskapelig artikkel

2023

• Kongsvold, Atle Austnes; Flaaten, Mats; Logacjov, Aleksej; Skarpsno, Eivind Schjelderup; Bach, Kerstin; (+2 andre). (2023) Can the bias of self-reported sitting time be corrected? A statistical model validation study based on data from 23 993 adults in the Norwegian HUNT study. International Journal of Behavioral Nutrition and Physical Activity
  Vitenskapelig artikkel
• Ustad, Astrid; Logacjov, Aleksej; Trollebø, Stine Øverengen; Thingstad, Anne Pernille Mæhle; Vereijken, Beatrix; (+2 andre). (2023) Validation of an Activity Type Recognition Model Classifying Daily Physical Behavior in Older Adults: The HAR70+ Model. Sensors
  Vitenskapelig artikkel
• Bayrak, Betül; Bach, Kerstin. (2023) When to Explain? Model Agnostic Explanation Using a Case-based Approach and Counterfactuals.
  Vitenskapelig kapittel
• Krämer, Frank Alexander; Asad, Hafiz Areeb; Bach, Kerstin; Renner, Christian. (2023) Online Machine Learning for 1-Day-Ahead Prediction of Indoor Photovoltaic Energy. IEEE Access
  Vitenskapelig artikkel
• Flogard, Eirik Lund; Mengshoel, Ole Jakob; Theisen, Ole Magnus; Bach, Kerstin. (2023) Creating Explainable Dynamic Checklists via Machine Learning to Ensure Decent Working Environment for All: A Field Study with Labour Inspections.
  Vitenskapelig kapittel
• Kongsvold, Atle Austnes; Flaaten, Mats; Logacjov, Aleksej; Skarpsno, Eivind Schjelderup; Bach, Kerstin; (+2 andre). (2023) Correction: Can the bias of self-reported sitting time be corrected? A statistical model validation study based on data from 23 993 adults in the Norwegian HUNT study (International Journal of Behavioral Nutrition and Physical Activity, (2023), 20, 1, (139), 10.1186/s12966-023-01541-y). International Journal of Behavioral Nutrition and Physical Activity
  Korrigendum
• Logacjov, Aleksej; Herland, Sverre; Ustad, Astrid; Bach, Kerstin. (2023) Large-Scale Pre-Training for Dual-Accelerometer Human Activity Recognition. NIKT: Norsk IKT-konferanse for forskning og utdanning
  Vitenskapelig artikkel
• Granviken, Fredrik; Meisingset, Ingebrigt; Vasseljen, Ottar; Bach, Kerstin; Bones, Anita Formo; (+1 andre). (2023) Acceptance and use of a clinical decision support system in musculoskeletal pain disorders – the SupportPrim project. BMC Medical Informatics and Decision Making
  Vitenskapelig artikkel
• Herland, Sverre; Bach, Kerstin. (2023) Vessel-to-Vessel Motion Compensation with Reinforcement Learning.
  Vitenskapelig kapittel
• Bach, Kerstin. (2023) ICCBR Doctoral Consortium 2023 Preface.
  Innledning i antologi
• Bayrak, Betül; Bach, Kerstin. (2023) A Twin XCBR System Using Supportive and Contrastive Explanations.
  Vitenskapelig kapittel
• Bayrak, Betül; Bach, Kerstin. (2023) PertCF: A Perturbation-Based Counterfactual Generation Approach.
  Vitenskapelig kapittel
• Lervik, Lars Christian Naterstad; Vasseljen, Ottar; Austad, Bjarne; Bach, Kerstin; Bones, Anita Formo; (+7 andre). (2023) SupportPrim-a computerized clinical decision support system for stratified care for patients with musculoskeletal pain complaints in general practice: study protocol for a randomized controlled trial. Trials
  Vitenskapelig artikkel
• Santos Veiga, Tiago; Asad, Hafiz Areeb; Kraemer, Frank Alexander; Bach, Kerstin. (2023) Container-Based IoT Architectures: Use Case for Visual Person Counting.
  Vitenskapelig kapittel
• Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. (2023) External validation of prediction models for patient-reported outcome measurements collected using the selfBACK mobile app. International Journal of Medical Informatics
  Vitenskapelig artikkel
• Marcuzzi, Anna; Nordstoga, Anne Lovise; Bach, Kerstin; Aasdahl, Lene; Nilsen, Tom Ivar Lund; (+6 andre). (2023) Effect of an Artificial Intelligence-Based Self-Management App on Musculoskeletal Health in Patients With Neck and/or Low Back Pain Referred to Specialist Care: A Randomized Clinical Trial. JAMA Network Open
  Vitenskapelig artikkel

2022

• Asad, Hafiz Areeb; Kraemer, Frank Alexander; Bach, Kerstin; Renner, Christian; Santos Veiga, Tiago. (2022) Learning attention models for resource-constrained, self-adaptive visual sensing applications.
  Vitenskapelig kapittel
• Bach, Kerstin; Kapetanakis, Stelios. (2022) ICCBR Doctoral Consortium 2022. CEUR Workshop Proceedings
  Leder
• Marin Veites, Paola; Bach, Kerstin. (2022) Explaining CBR Systems Through Retrieval and Similarity Measure Visualizations: A Case Study.
  Vitenskapelig kapittel
• Flogard, Eirik Lund; Mengshoel, Ole Jakob; Bach, Kerstin. (2022) Creating Dynamic Checklists via Bayesian Case-Based Reasoning: Towards Decent Working Conditions for All. IJCAI International Joint Conference on Artificial Intelligence
  Vitenskapelig artikkel
• Verma, Deepika; Jansen, Duncan; Bach, Kerstin; Poel, Mannes; Mork, Paul Jarle; (+1 andre). (2022) Exploratory application of machine learning methods on patient reported data in the development of supervised models for predicting outcomes. BMC Medical Informatics and Decision Making
  Vitenskapelig artikkel
• Santos Veiga, Tiago; Asad, Hafiz Areeb; Kræmer, Frank Alexander; Bach, Kerstin. (2022) Towards containerized, reuse-oriented AI deployment platforms for cognitive IoT applications. Future Generation Computer Systems
  Vitenskapelig artikkel
• Vonstad, Elise Klæbo; Bach, Kerstin; Vereijken, Beatrix; Su, Xiaomeng; Nilsen, Jan Harald. (2022) Performance of machine learning models in estimation of ground reaction forces during balance exergaming. Journal of NeuroEngineering and Rehabilitation
  Vitenskapelig artikkel

2021

• Mathisen, Bjørn Magnus; Bach, Kerstin; Aamodt, Agnar. (2021) Using extended siamese networks to provide decision support in aquaculture operations. Applied Intelligence - The International Journal of Research on Intelligent Systems for Real Life Complex Problems
  Vitenskapelig artikkel
• Marcuzzi, Anna; Bach, Kerstin; Nordstoga, Anne Lovise; Bertheussen, Gro Falkener; Ashikhmin, Ilya; (+11 andre). (2021) Individually tailored self-management app-based intervention (selfBACK) versus a self-management web-based intervention (e-Help) or usual care in people with low back and neck pain referred to secondary care: protocol for a multiarm randomised clinical trial. BMJ Open
  Vitenskapelig artikkel
• Flogard, Eirik Lund; Mengshoel, Ole Jakob; Bach, Kerstin. (2021) Bayesian Feature Construction for Case-Based Reasoning: Generating Good Checklists.
  Vitenskapelig kapittel
• Santos Veiga, Tiago; Ljunggren, Erling; Bach, Kerstin; Akselsen, Sigmund. (2021) Blind Calibration of Air Quality Wireless Sensor Networks Using Deep Neural Networks.
  Vitenskapelig kapittel
• Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. (2021) Using Automated Feature Selection for Building Case-Based Reasoning Systems: An Example from Patient-Reported Outcome Measurements.
  Vitenskapelig kapittel
• Bach, Kerstin; Kongsvold, Atle Austnes; Bårdstu, Hilde Bremseth; Bardal, Ellen Marie; Kjærnli, Håkon Slåtten; (+3 andre). (2021) A Machine Learning Classifier for Detection of Physical Activity Types and Postures During Free-Living. Journal for the Measurement of Physical Behaviour (JMPB)
  Vitenskapelig artikkel
• Murad, Abdulmajid; Kraemer, Frank Alexander; Bach, Kerstin; Taylor, Gavin. (2021) Probabilistic Deep Learning to Quantify Uncertainty in Air Quality Forecasting. Sensors
  Vitenskapelig artikkel
• Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. (2021) Application of Machine Learning Methods on Patient Reported Outcome Measurements for Predicting Outcomes: A Literature Review. Informatics
  Vitenskapelig artikkel
• Sandal, Louise Fleng; Bach, Kerstin; Øverås, Cecilie K.; Svendsen, Malene Jagd; Dalager, Tina; (+18 andre). (2021) Effectiveness of App-Delivered, Tailored Self-management Support for Adults With Lower Back Pain–Related Disability A selfBACK Randomized Clinical Trial. JAMA Internal Medicine
  Vitenskapelig artikkel
• Vonstad, Elise Klæbo; Vereijken, Beatrix; Bach, Kerstin; Su, Xiaomeng; Nilsen, Jan Harald. (2021) Assessment of Machine Learning Models for Classification of Movement Patterns During a Weight-Shifting Exergame. IEEE Transactions on Human-Machine Systems
  Vitenskapelig artikkel
• Bergmann, Ralph; Minor, Mirjam; Bach, Kerstin; Althoff, Klaus-Dieter; Munoz-Avila, Hector. (2021) Fallbasiertes Schließen.
  Faglig kapittel
• Santos Veiga, Tiago; Munch-Ellingsen, Arne; Papastergiopoulos, Christoforos; Tzovaras, Dimitrios; Kalamaras, Ilias; (+3 andre). (2021) From a Low-Cost Air Quality Sensor Network to Decision Support Services: Steps towards Data Calibration and Service Development. Sensors
  Vitenskapelig artikkel
• Logacjov, Aleksej; Bach, Kerstin; Kongsvold, Atle; Bårdstu, Hilde Bremseth; Mork, Paul Jarle. (2021) Harth: A human activity recognition dataset for machine learning. Sensors
  Vitenskapelig artikkel

2020

• Bach, Kerstin; Akselsen, Sigmund; Santos Veiga, Tiago; Kalamaras, Ilias. (2020) On the Use of Air Quality Microsensors for Supporting Decision Makers.
  Vitenskapelig kapittel
• Mathisen, Bjørn Magnus; Bach, Kerstin; Meidell, Espen; Måløy, Håkon; Sjøblom, Edvard Schreiner. (2020) FishNet: A Unified Embedding for Salmon Recognition.
  Vitenskapelig kapittel
• Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. (2020) Clustering of Physical Behaviour Profiles using Knowledge-intensive Similarity Measures.
  Vitenskapelig kapittel
• Sandal, Louise Fleng; Øverås, Cecilie K.; Nordstoga, Anne Lovise; Wood, Karen; Bach, Kerstin; (+3 andre). (2020) A digital decision support system (selfBACK) for improved self-management of low back pain: a pilot study with 6-week follow-up. Pilot and Feasibility Studies
  Vitenskapelig artikkel
• Murad, Abdulmajid; Kraemer, Frank Alexander; Bach, Kerstin; Taylor, Gavin. (2020) Information-Driven Adaptive Sensing Based on Deep Reinforcement Learning.
  Vitenskapelig kapittel
• Vonstad, Elise Klæbo; Su, Xiaomeng; Vereijken, Beatrix; Bach, Kerstin; Nilsen, Jan Harald. (2020) Comparison of a Deep Learning-Based Pose Estimation System to Marker-Based and Kinect Systems in Exergaming for Balance Training. Sensors
  Vitenskapelig artikkel
• Nordstoga, Anne Lovise; Bach, Kerstin; Sani, Sadiq; Wiratunga, Nirmalie; Mork, Paul Jarle; (+2 andre). (2020) Usability and Acceptability of an App (SELFBACK) to Support Self-Management of Low Back Pain: Mixed Methods Study. JMIR Rehabilitation and Assistive Technologies
  Vitenskapelig artikkel
• Rasmussen, Charlotte Diana Nørregaard; Svendsen, Malene Jagd; Wood, Karen; Nicholl, Barbara I; ...Bach, Kerstin; (+5 andre). (2020) App-Delivered Self-Management Intervention Trial selfBACK for People With Low Back Pain: Protocol for Implementation and Process Evaluation. JMIR Research Protocols
  Vitenskapelig artikkel
• Althoff, Klaus-Dieter; Bach, Kerstin; Bergmann, Ralph; Marling, Cindy. (2020) The 27th International Conference on Case-Based Reasoning. The AI Magazine
  Vitenskapelig artikkel
• Wijekoon, Anjana; Wiratunga, Nirmalie; Cooper, Kay; Bach, Kerstin. (2020) Learning to Recognise Exercises in the Self-Management of Low Back Pain.
  Vitenskapelig kapittel
• Bach, Kerstin; Mork, Paul Jarle. (2020) On the Explanation of Similarity for Developing and Deploying CBR Systems.
  Vitenskapelig kapittel

2019

• Jaiswal, Amar Deep; Bach, Kerstin; Meisingset, Ingebrigt; Vasseljen, Ottar. (2019) Case Representation and Similarity Modeling for Non-Specific Musculoskeletal Disorders - A Case-Based Reasoning Approach. AAAI Press
  Antologi
• Bach, Kerstin; Mathisen, Bjørn Magnus; Jaiswal, Amar Deep. (2019) Demonstrating the myCBR Rest API. CEUR Workshop Proceedings
  Vitenskapelig artikkel
• Kalamaras, Ilias; Xygonakis, Ioannis; Glykos, Konstantinos; Akselsen, Sigmund; ...Bach, Kerstin; (+5 andre). (2019) Visual analytics for exploring air quality data in an AI-enhanced IoT environment.
  Vitenskapelig kapittel
• Mathisen, Bjørn Magnus; Aamodt, Agnar; Langseth, Helge; Bach, Kerstin. (2019) Learning similarity measures from data. Progress in Artificial Intelligence
  Vitenskapelig artikkel
• Sandal, Louise Fleng; Stochkendahl, Mette J; Svendsen, Malene Jagd; Wood, Karen; ...Bach, Kerstin; (+13 andre). (2019) An App-Delivered Self-Management Program for People With Low Back Pain: Protocol for the selfBACK Randomized Controlled Trial. Journal of Medical Internet Research (JMIR)
  Vitenskapelig artikkel
• Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. (2019) Similarity measure development for case-based reasoning-a data-driven approach. Communications in Computer and Information Science (CCIS)
  Vitenskapelig artikkel
• Murad, Abdulmajid Abdullah Yahya; Kraemer, Frank Alexander; Bach, Kerstin; Taylor, Gavin. (2019) Autonomous Management of Energy-Harvesting IoT Nodes Using Deep Reinforcement Learning.
  Vitenskapelig kapittel
• Jaiswal, Amar Deep; Bach, Kerstin. (2019) A Data-Driven Approach for Determining Weights in Global Similarity Functions. Lecture Notes in Computer Science (LNCS)
  Vitenskapelig artikkel
• Murad, Abdulmajid Abdullah Yahya; Kraemer, Frank Alexander; Bach, Kerstin; Taylor, Gavin. (2019) IoT Sensor Gym: Training Autonomous IoT Devices with Deep Reinforcement Learning.
  Vitenskapelig kapittel

2018

• Aha, David; Bach, Kerstin; Gundersen, Odd Erik; Lieber, Jean. (2018) The 25th International Conference on Case-Based Reasoning. The AI Magazine
  Vitenskapelig artikkel
• Vonstad, Elise Klæbo; Vereijken, Beatrix; Nilsen, Jan Harald; Bach, Kerstin. (2018) P 119 - Machine learning as a tool to ensure movement quality in balance training exergames. Gait & Posture
  Vitenskapelig artikkel
• Nikpour, Hoda; Aamodt, Agnar; Bach, Kerstin. (2018) Bayesian-Supported Retrieval in BNCreek: A Knowledge-Intensive Case-Based Reasoning System. Lecture Notes in Computer Science (LNCS)
  Vitenskapelig artikkel
• Vonstad, Elise Klæbo; Su, Xiaomeng; Vereijken, Beatrix; Nilsen, Jan Harald; Bach, Kerstin. (2018) Classification of movement quality in a weight-shifting exercise. CEUR Workshop Proceedings
  Vitenskapelig artikkel
• Bach, Kerstin. (2018) Knowledge Engineering for Distributed Case-Based Reasoning Systems.
  Faglig kapittel
• Bach, Kerstin; Marling, Cindy; Mork, Paul Jarle; Aamodt, Agnar; Mair, Frances; (+1 andre). (2018) Design of a clinician dashboard to facilitate co-decision making in the management of non-specific low back pain. Journal of Intelligent Information Systems
  Vitenskapelig artikkel
• Verma, Deepika; Bach, Kerstin; Mork, Paul Jarle. (2018) Modelling Similarity for Comparing Physical Activity Profiles - A Data-Driven Approach. Lecture Notes in Computer Science (LNCS)
  Vitenskapelig artikkel
• Bach, Kerstin. (2018) From data to context-aware decision making: Challenges and opportunities. CEUR Workshop Proceedings
  Vitenskapelig artikkel
• Mork, Paul Jarle; Bach, Kerstin. (2018) A Decision Support System to Enhance Self-Management of Low Back Pain: Protocol for the selfBACK Project. Journal of Medical Internet Research (JMIR)
  Vitenskapelig artikkel

2017

• Prestmo, Tale; Bach, Kerstin; Aamodt, Agnar; Mork, Paul Jarle. (2017) Evolutionary inspired adaptation of exercise plans for increasing solution variety. Lecture Notes in Computer Science (LNCS)
  Vitenskapelig artikkel
• Bach, Kerstin; Prestmo, Tale; Aamodt, Agnar; Mork, Paul Jarle. (2017) Diversity of Exercise Plans using Evolutionary Inspired Adaptation. CEUR Workshop Proceedings
  Konferanseabstract
• Skjold, Kari Fosshaug; Øynes, Marthe Sofie; Bach, Kerstin; Aamodt, Agnar. (2017) IntelliMeal - Enhancing Creativity by Reusing Domain Knowledge in the Adaptation Process.
  Vitenskapelig kapittel

2016

• Bach, Kerstin; Szczepanski, Tomasz Szymon; Aamodt, Agnar; Gundersen, Odd Erik; Mork, Paul Jarle. (2016) Case Representation and Similarity Assessment in the SELFBACK Decision Support System. Lecture Notes in Computer Science (LNCS)
  Vitenskapelig artikkel

2012

• Bach, Kerstin. (2012) Knowledge Acquisition for Case-Based Reasoning Systems. Dr. Hut Verlag
  Doktoravhandling