| 2026 | ICCS | Quantifying and Mitigating Epistemic Uncertainty in Local Rule-Based Explanations. | Szymon Bobek, Maciej Mozolewski |
| 2026 | ICCS | Validating the Clinical Utility of CineECG 3D Reconstructions Through Cross-Modal Feature Attribution. | Karol Dobiczek, Maciej Mozolewski, Szymon Bobek, Michal Szafarczyk, Peter M. van Dam, Grzegorz J. Nalepa |
| 2026 | ICCS | Personalized Next-Basket Recommendation with Interpretable Cycle-Aware Purchase Modeling. | Fatemeh Fazaeefar, Paolo Speziali, Szymon Bobek, Grzegorz J. Nalepa, Diederik M. Roijers, Ann Now, Mehrdad Asadi |
| 2026 | ICCS | Financial Management System for SMEs: Real-World Deployment of Accounts Receivable and Cash Flow Prediction. | Bartlomiej Malkus, Szymon Bobek, Grzegorz J. Nalepa |
| 2026 | ICCS | Counterfactual User Guidance for Improving Transparent Hyperparameter Tuning. | Sabri Manai, Szymon Bobek, Mehrdad Asadi, Ann Now, Grzegorz J. Nalepa |
| 2025 | IDEAL | Toward Explainable Industrial AI: The Role of Knowledge Graphs. | Sabri Manai, Szymon Bobek, Grzegorz J. Nalepa, Luiz do Valle Miranda, Krzysztof Kutt, Jason J. Jung |
| 2024 | ICCS | Understanding Survival Models Through Counterfactual Explanations. | Abdallah Alabdallah, Jakub Jakubowski, Sepideh Pashami, Szymon Bobek, Mattias Ohlsson, Thorsteinn S. Rgnvaldsson, Grzegorz J. Nalepa |
| 2024 | ICCS | Assessment of Explainable Anomaly Detection for Monitoring of Cold Rolling Process. | Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa |
| 2024 | ICCS | Visual Explanations and Perturbation-Based Fidelity Metrics for Feature-Based Models. | Maciej Mozolewski, Szymon Bobek, Grzegorz J. Nalepa |
| 2023 | DSAA | Enhanced Explanations for Knowledge-Augmented Clustering using Subgroup Discovery. | Maciej Szelazek, Dan Hudson, Szymon Bobek, Grzegorz J. Nalepa, Martin Atzmueller |
| 2023 | ECAI | Towards Explainable Deep Domain Adaptation. | Szymon Bobek, Slawomir Nowaczyk, Sepideh Pashami, Zahra Taghiyarrenani, Grzegorz J. Nalepa |
| 2023 | ECAI | Visual Patterns in an Interactive App for Analysis Based on Control Charts and SHAP Values. | Iwona Grabska-Gradzinska, Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa |
| 2023 | ECAI | Explainable Anomaly Detection in Industrial Streams. | Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa |
| 2023 | ECAI | Improving Understandability of Explanations with a Usage of Expert Knowledge. | Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa |
| 2023 | ICCS | Towards Online Anomaly Detection in Steel Manufacturing Process. | Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa |
| 2023 | ICCS | ML-Based Proactive Control of Industrial Processes. | Edyta Kuk, Szymon Bobek, Grzegorz J. Nalepa |
| 2023 | ICCS | Feature Importances as a Tool for Root Cause Analysis in Time-Series Events. | Michal Kuk, Szymon Bobek, Bruno Veloso, Lala H. Rajaoarisoa, Grzegorz J. Nalepa |
| 2022 | DSAA | Roll Wear Prediction in Strip Cold Rolling with Physics-Informed Autoencoder and Counterfactual Explanations. | Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa |
| 2022 | ICCS | Performance of Explainable AI Methods in Asset Failure Prediction. | Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa |
| 2022 | ICCS | Comparing Explanations from Glass-Box and Black-Box Machine-Learning Models. | Michal Kuk, Szymon Bobek, Grzegorz J. Nalepa |
| 2022 | IJCAI | Explain Your Clusters with Words. The Role of Metadata in Interactive Clustering. | Maciej Mozolewski, Samaneh Jamshidi, Szymon Bobek, Grzegorz J. Nalepa |
| 2021 | DSAA | Explainable anomaly detection for Hot-rolling industrial process. | Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa |
| 2021 | DSAA | Explainable clustering with multidimensional bounding boxes. | Michal Kuk, Szymon Bobek, Grzegorz J. Nalepa |
| 2021 | ICCS | Towards Model-Agnostic Ensemble Explanations. | Szymon Bobek, Pawel Balaga, Grzegorz J. Nalepa |
| 2021 | ICCS | Explanation-Driven Model Stacking. | Szymon Bobek, Maciej Mozolewski, Grzegorz J. Nalepa |
| 2021 | ICCS | Augmenting Automatic Clustering with Expert Knowledge and Explanations. | Szymon Bobek, Grzegorz J. Nalepa |
| 2021 | ICCS | Introducing Uncertainty into Explainable AI Methods. | Szymon Bobek, Grzegorz J. Nalepa |
| 2021 | IJCAI | People in the Context - an Analysis of Game-based Experimental Protocol. | Krzysztof Kutt, Laura Zuchowska, Szymon Bobek, Grzegorz J. Nalepa |
| 2020 | ECAI | Cluster Discovery from Sensor Data Incorporating Expert Knowledge. | Szymon Bobek, Agnieszka Trzcionkowska, Edyta Brzychczy, Grzegorz J. Nalepa |
| 2020 | ECAI | Affective Games Provide Controlable Context. Proposal of an Experimental Framework. | Laura Zuchowska, Krzysztof Kutt, Krzysztof Geleta, Szymon Bobek, Grzegorz J. Nalepa |
| 2020 | ICAISC | Explaining Machine Learning Models of Emotion Using the BIRAFFE Dataset. | Szymon Bobek, Magdalena M. Tragarz, Maciej Szelazek, Grzegorz J. Nalepa |
| 2020 | IDEAL | Towards the Modeling of the Hot Rolling Industrial Process. Preliminary Results. | Maciej Szelazek, Szymon Bobek, Antonio Gonzlez-Pardo, Grzegorz J. Nalepa |
| 2019 | ICAISC | Affective Context-Aware Systems: Architecture of a Dynamic Framework. | Mateusz Z. Lepicki, Szymon Bobek |
| 2019 | JURIX | Building Trust to AI Systems Through Explainability. Technical and legal perspectives. | Grzegorz J. Nalepa, Michal Araszkiewicz, Slawomir Nowaczyk, Szymon Bobek |
| 2018 | ICAISC | Uncertain Decision Tree Classifier for Mobile Context-Aware Computing. | Szymon Bobek, Piotr Misiak |
| 2018 | ICAISC | Towards the Development of Sensor Platform for Processing Physiological Data from Wearable Sensors. | Krzysztof Kutt, Wojciech Binek, Piotr Misiak, Grzegorz J. Nalepa, Szymon Bobek |
| 2018 | IDEAL | Causal Rules Detection in Streams of Unlabeled, Mixed Type Values with Finit Domains. | Szymon Bobek, Kamil Jurek |
| 2018 | IDEAL | On the Opportunities for Using Mobile Devices for Activity Monitoring and Understanding in Mining Applications. | Grzegorz J. Nalepa, Edyta Brzychczy, Szymon Bobek |
| 2017 | ICAISC | Framework for Benchmarking Rule-Based Inference Engines. | Szymon Bobek, Piotr Misiak |
| 2017 | ICAISC | Web-Based Editor for Structured Rule Bases. | Szymon Bobek, Grzegorz J. Nalepa, Przemyslaw Babiarz |
| 2017 | ICAISC | Semantic Annotations for Mediation of Complex Rule Systems. | Mateusz Slazynski, Grzegorz J. Nalepa, Szymon Bobek, Krzysztof Kutt |
| 2015 | FUSION | Improving indoor localization by user feedback. | Lukas Kping, Marcin Grzegorzek, Frank Deinzer, Szymon Bobek, Mateusz Slazynski, Grzegorz J. Nalepa |
| 2015 | ICAISC | Automated Discovery of Mobile Users Locations with Improved K-means Clustering. | Szymon Bobek, Grzegorz J. Nalepa, Olgierd Grodzki |
| 2015 | ICAISC | Capturing Dynamics of Mobile Context-Aware Systems with Rules and Statistical Analysis of Historical Data. | Szymon Bobek, Mateusz Slazynski, Grzegorz J. Nalepa |
| 2014 | ECAI | Integration of Activity Modeller with Bayesian Network Based Recommender for Business Processes. | Szymon Bobek, Grzegorz J. Nalepa, Olgierd Grodzki |
| 2014 | ECAI | Migration of Rule Inference Engine to Mobile Platform. Challenges and Case Study. | Mateusz Slazynski, Szymon Bobek, Grzegorz J. Nalepa |
| 2013 | FedCSIS | Learning sensors usage patterns in mobile context-aware systems. | Szymon Bobek, Krzysztof Porzycki, Grzegorz J. Nalepa |
| 2013 | KI | Overview of Recommendation Techniques in Business Process Modeling. | Krzysztof Kluza, Mateusz Baran, Szymon Bobek, Grzegorz J. Nalepa |
| 2012 | ICTAI | Combining AceWiki with a CAPTCHA System for Collaborative Knowledge Acquisition. | Grzegorz J. Nalepa, Weronika T. Adrian, Szymon Bobek, Piotr Maslanka |
| 2011 | ICTAI | How to Reason by HeaRT in a Semantic Knowledge-Based Wiki. | Weronika T. Adrian, Szymon Bobek, Grzegorz J. Nalepa, Krzysztof Kaczor, Krzysztof Kluza |