| 2025 | ECAI | Contrast All The Time: Learning Time Series Representation from Temporal Consistency. | Abdul-Kazeem Shamba, Kerstin Bach, Gavin Taylor |
| 2025 | ICCBR | Explainable Sleep-Wake Recognition Using a Twin XCBR System with Prototypes to Improve Retrieval Efficiency. | Sophia Sylvester, Kerstin Bach, Hvard Kallestad |
| 2024 | ICCBR | Automatic Adjusting Global Similarity Measures in Learning CBR Systems. | Stuart Gallina Ottersen, Kerstin Bach |
| 2024 | ICRA | 6-DoF Closed-Loop Grasping with Reinforcement Learning. | Sverre Herland, Kerstin Bach, Ekrem Misimi |
| 2023 | AAAI | Vessel-to-Vessel Motion Compensation with Reinforcement Learning. | Sverre Herland, Kerstin Bach |
| 2023 | ECAI | Creating Explainable Dynamic Checklists via Machine Learning to Ensure Decent Working Environment for All: A Field Study with Labour Inspections. | Eirik Lund Flogard, Ole Jakob Mengshoel, Ole Magnus Theisen, Kerstin Bach |
| 2023 | ICCBR | A Twin XCBR System Using Supportive and Contrastive Explanations. | Betl Bayrak, Kerstin Bach |
| 2023 | SENSYS | Poster Abstract: Towards Autonomous Utility-Aware Energy Management for Energy Harvesting Devices. | Hafiz Areeb Asad, Frank Alexander Kraemer, Kerstin Bach, Christian Renner |
| 2023 | SGAI | PertCF: A Perturbation-Based Counterfactual Generation Approach. | Betl Bayrak, Kerstin Bach |
| 2022 | ICCBR | Explaining your Neighbourhood: A CBR Approach for Explaining Black-Box Models. | Betl Bayrak, Paola Marn-Veites, Kerstin Bach |
| 2022 | ICCBR | Explaining CBR Systems Through Retrieval and Similarity Measure Visualizations: A Case Study. | Paola Marn-Veites, Kerstin Bach |
| 2022 | IJCAI | Creating Dynamic Checklists via Bayesian Case-Based Reasoning: Towards Decent Working Conditions for All. | Eirik Lund Flogard, Ole Jakob Mengshoel, Kerstin Bach |
| 2021 | ICCBR | Bayesian Feature Construction for Case-Based Reasoning: Generating Good Checklists. | Eirik Flogard, Ole Jakob Mengshoel, Kerstin Bach |
| 2021 | SGAI | Using Automated Feature Selection for Building Case-Based Reasoning Systems: An Example from Patient-Reported Outcome Measurements. | Deepika Verma, Kerstin Bach, Paul Jarle Mork |
| 2020 | ECAI | FishNet: A Unified Embedding for Salmon Recognition. | Bjrn Magnus Mathisen, Kerstin Bach, Espen Meidell, Hkon Mly, Edvard Schreiner Sjblom |
| 2020 | FlAIRS | On the Explanation of Similarity for Developing and Deploying CBR Systems. | Kerstin Bach, Paul Jarle Mork |
| 2020 | FlAIRS | Learning to Recognise Exercises in the Self-Management of Low Back Pain. | Anjana Wijekoon, Nirmalie Wiratunga, Kay Cooper, Kerstin Bach |
| 2020 | ICAART | Clustering of Physical Behaviour Profiles using Knowledge-intensive Similarity Measures. | Deepika Verma, Kerstin Bach, Paul Jarle Mork |
| 2019 | FlAIRS | Case Representation and Similarity Modeling for Non-Specific Musculoskeletal Disorders - a Case-Based Reasoning Approach. | Amar Jaiswal, Kerstin Bach, Ingebrigt Meisingset, Ottar Vasseljen |
| 2019 | ICCBR | Workshop preface. | Kerstin Bach |
| 2019 | ICCBR | Demonstrating the myCBR Rest API. | Kerstin Bach, Bjrn Magnus Mathisen, Amar Jaiswal |
| 2019 | ICCBR | A Data-Driven Approach for Determining Weights in Global Similarity Functions. | Amar Jaiswal, Kerstin Bach |
| 2019 | MEDES | Visual analytics for exploring air quality data in an AI-enhanced IoT environment. | Ilias Kalamaras, Ioannis Xygonakis, Konstantinos Glykos, Sigmund Akselsen, Arne Munch-Ellingsen, Hai Thanh Nguyen, Andreas Jacobsen Lepperod, Kerstin Bach, Konstantinos Votis, Dimitrios Tzovaras |
| 2018 | ICCBR | Bayesian-Supported Retrieval in BNCreek: A Knowledge-Intensive Case-Based Reasoning System. | Hoda Nikpour, Agnar Aamodt, Kerstin Bach |
| 2018 | ICCBR | Modelling Similarity for Comparing Physical Activity Profiles - A Data-Driven Approach. | Deepika Verma, Kerstin Bach, Paul Jarle Mork |
| 2018 | IJCAI | Cassification of Movement Quality in A Weight-shifting Exercise. | Elise Klaebo Vonstad, Xiaomeng Su, Beatrix Vereijken, Jan Harald Nilsen, Kerstin Bach |
| 2017 | ICCBR | Evolutionary Inspired Adaptation of Exercise Plans for Increasing Solution Variety. | Tale Prestmo, Kerstin Bach, Agnar Aamodt, Paul Jarle Mork |
| 2017 | ICCBR | IntelliMeal - Enhancing Creativity by Reusing Domain Knowledge in the Adaptation Process. | Kari Skjold, Marthe ynes, Kerstin Bach, Agnar Aamodt |
| 2016 | FlAIRS | Evaluation of Explanations Extracted from Textual Reports. | Gleb Sizov, Pinar ztrk, Kerstin Bach |
| 2016 | ICCBR | Case Representation and Similarity Assessment in the selfBACK Decision Support System. | Kerstin Bach, Tomasz Szczepanski, Agnar Aamodt, Odd Erik Gundersen, Paul Jarle Mork |
| 2016 | ICCBR | Challenges for the Similarity-Based Comparison of Human Physical Activities Using Time Series Data. | Tomasz Szczepanski, Kerstin Bach, Agnar Aamodt |
| 2014 | ECAI | Knowledge Modeling with the Open Source Tool myCBR. | Kerstin Bach, Christian Severin Sauer, Klaus-Dieter Althoff, Thomas Roth-Berghofer |
| 2014 | ICCBR | Automatic Case Capturing for Problematic Drilling Situations. | Kerstin Bach, Odd Erik Gundersen, Christian Knappskog, Pinar ztrk |
| 2012 | ICCBR | Developing Case-Based Reasoning Applications Using myCBR 3. | Kerstin Bach, Klaus-Dieter Althoff |
| 2011 | ICCBR | A Case-Based Reasoning Approach for Providing Machine Diagnosis from Service Reports. | Kerstin Bach, Klaus-Dieter Althoff, Rgis Newo, Armin Stahl |
| 2010 | KI | Knowledge Acquisition for Simulating Complex Psychological Processes. | Rgis Newo, Kerstin Bach, Klaus-Dieter Althoff |
| 2009 | ICCBR | A Value Supplementation Method for Case Bases with Incomplete Information. | Kerstin Bach, Meike Reichle, Klaus-Dieter Althoff |
| 2009 | KI | The SEASALT Architecture and Its Realization within the docQuery Project. | Meike Reichle, Kerstin Bach, Klaus-Dieter Althoff |
| 2008 | KI | Improving Result Adaptation through 2-step Retrieval. | Meike Reichle, Kerstin Bach |
| 2007 | KI | Collaborative Multi-Expert-Systems - Realizing Knowledge-Lines with Case Factories and Distributed Learning Systems. | Klaus-Dieter Althoff, Kerstin Bach, Jan-Oliver Deutsch, Alexandre Hanft, Jens Mnz, Thomas Mller, Rgis Newo, Meike Reichle, Martin Schaaf, Karl-Heinz Weis |