| 2026 | EACL | Thesis Proposal: A Multi-Agent System for Ontology-Based Perspective-Aware Knowledge Extraction. | Luiz do Valle Miranda, Grzegorz J. Nalepa |
| 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 |
| 2026 | ICCS | CHExNet: A 400-Years Multilayer Network of Early Modern Collaboration at the Jagiellonian University. | Luiz do Valle Miranda, Karol Dobiczek, Grzegorz J. Nalepa |
| 2025 | IJCNN | Position Paper: Metadata Enrichment Model: Integrating Neural Networks and Semantic Knowledge Graphs for Cultural Heritage Applications. | Jan Ignatowicz, Krzysztof Kutt, 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 |
| 2024 | IWINAC | Human-in-the-Loop for Personality Dynamics: Proposal of a New Research Approach. | Krzysztof Kutt, Marzena Kutt, Bartosz Kawa, Grzegorz J. Nalepa |
| 2024 | IWINAC | Emotion Prediction in Real-Life Scenarios: On the Way to the BIRAFFE3 Dataset. | Krzysztof Kutt, Grzegorz J. Nalepa |
| 2024 | KES | Evaluation and Comparison of Emotionally Evocative Image Augmentation Methods. | Jan Ignatowicz, Krzysztof Kutt, Grzegorz J. Nalepa |
| 2023 | DSAA | Emotion-based Dynamic Difficulty Adjustment in Video Games. | Krzysztof Kutt, Lukasz Sciga, 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 |
| 2023 | KDD | XAI for Predictive Maintenance. | Joo Gama, Slawomir Nowaczyk, Sepideh Pashami, Rita P. Ribeiro, Grzegorz J. Nalepa, Bruno Veloso |
| 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 |
| 2022 | IWINAC | Evaluation of Selected APIs for Emotion Recognition from Facial Expressions. | Krzysztof Kutt, Piotr Sobczyk, 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 | ICCS | A Voice-Based Travel Recommendation System Using Linked Open Data. | Krzysztof Kutt, Sebastian Skoczen, 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 |
| 2021 | IJCAI | Bartle Taxonomy-based Game for Affective and Personality Computing Research. | Laura Zuchowska, Krzysztof Kutt, Grzegorz J. Nalepa |
| 2021 | ICTAI | Smart Data for Goods and Vehicle Monitoring - Practical Considerations on Data Semantization. | Krzysztof Kutt, Piotr Nowara, Rafal Szczur, Grazyna Barnowska, 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 | GECCO | Towards a formal specification of local search neighborhoods from a constraint satisfaction problem structure. | Mateusz Slazynski, Salvador Abreu, Grzegorz J. Nalepa |
| 2019 | ICAISC | Prototypes of Arcade Games Enabling Affective Interaction. | Pawel Jemiolo, Barbara Gizycka, Grzegorz J. Nalepa |
| 2019 | JURIX | Building Trust to AI Systems Through Explainability. Technical and legal perspectives. | Grzegorz J. Nalepa, Michal Araszkiewicz, Slawomir Nowaczyk, Szymon Bobek |
| 2018 | HSI | BandReader - A Mobile Application for Data Acquisition from Wearable Devices in Affective Computing Experiments. | Krzysztof Kutt, Grzegorz J. Nalepa, Barbara Gizycka, Pawel Jemiolo, Marcin Adamczyk |
| 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 | On the Opportunities for Using Mobile Devices for Activity Monitoring and Understanding in Mining Applications. | Grzegorz J. Nalepa, Edyta Brzychczy, Szymon Bobek |
| 2018 | JURIX | Explainability of Formal Models of Argumentation Applied to Legal Domain. | Michal Araszkiewicz, Grzegorz J. Nalepa |
| 2017 | FedCSIS | Affective Design Patterns in Computer Games. Scrollrunner Case Study. | Grzegorz J. Nalepa, Barbara Gizycka, Krzysztof Kutt, Jan K. Argasinski |
| 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 |
| 2016 | FedCSIS | Towards Rule-based Pattern Perspective for BPMN 2.0 Business Process Models. | Krzysztof Kluza, Grzegorz J. Nalepa |
| 2015 | FedCSIS | Opportunities for Business Process semantization in open-source process execution environments. | Krzysztof Kluza, Krzysztof Kaczor, Grzegorz J. Nalepa, Mateusz Slazynski |
| 2015 | FedCSIS | Unifying business concepts for SMEs with Prosecco ontology. | Grzegorz J. Nalepa, Mateusz Slazynski, Krzysztof Kutt, Edyta Kucharska, Adam Luszpaj |
| 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 |
| 2015 | ICAISC | SBVRwiki a Web-Based Tool for Authoring of Business Rules. | Grzegorz J. Nalepa, Krzysztof Kluza, Krzysztof Kaczor |
| 2014 | BPM | Integration of Business Processes with Visual Decision Modeling. Presentation of the HaDEs Toolchain. | Krzysztof Kluza, Krzysztof Kaczor, 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 |
| 2014 | ICAISC | Can the Generation of Test Cases for Unit Testing be Automated with Rules? | Grzegorz J. Nalepa, Krzysztof Kutt, Krzysztof Kaczor |
| 2013 | BPM | Automatic Generation of Business Process Models Based on Attribute Relationship Diagrams. | Krzysztof Kluza, Grzegorz J. Nalepa |
| 2013 | FedCSIS | Inconsistency Handling in Collaborative Knowledge Management. | Weronika T. Adrian, Antoni Ligeza, Grzegorz J. Nalepa |
| 2013 | FedCSIS | A Hierarchical Approach for Configuring Business Processes. | Mateusz Baran, Krzysztof Kluza, Grzegorz J. Nalepa, Antoni Ligeza |
| 2013 | FedCSIS | Learning sensors usage patterns in mobile context-aware systems. | Szymon Bobek, Krzysztof Porzycki, Grzegorz J. Nalepa |
| 2013 | FedCSIS | Towards Rule-oriented Business Process Model Generation. | Krzysztof Kluza, Grzegorz J. Nalepa |
| 2013 | FedCSIS | Towards a Better Understanding of Context-Aware Applications. | Emilian Pascalau, Grzegorz J. Nalepa, Krzysztof Kluza |
| 2013 | ICAISC | Semantically-Driven Rule Interoperability - Concept Proposal. | Krzysztof Kaczor, Grzegorz J. Nalepa |
| 2013 | ICAISC | Proposal of an Inference Engine Architecture for Business Rules and Processes. | Grzegorz J. Nalepa, Krzysztof Kluza, Krzysztof Kaczor |
| 2013 | KI | HaDEsclipse - Integrated Environment for Rules (Tool Presentation). | Krzysztof Kaczor, Grzegorz J. Nalepa, Krzysztof Kutt |
| 2013 | KI | Overview of Recommendation Techniques in Business Process Modeling. | Krzysztof Kluza, Mateusz Baran, Szymon Bobek, Grzegorz J. Nalepa |
| 2012 | ECAI | Distributed and Collaborative Knowledge Management Using an Ontology-Based System. | Weronika T. Adrian, Antoni Ligeza, Grzegorz J. Nalepa, Krzysztof Kaczor |
| 2012 | ECAI | Critical evaluation of the XTT2 rule representation through comparison with CLIPS. | Krzysztof Kaczor, Grzegorz J. Nalepa |
| 2012 | ETFA | Proposal of a rule-based testing framework for the automation of the unit testing process. | Grzegorz J. Nalepa, Krzysztof Kaczor |
| 2012 | ETFA | Proposal of automation of the collaborative modeling and evaluation of business processes using a semantic wiki. | Grzegorz J. Nalepa, Krzysztof Kluza, Urszula Ciaputa |
| 2012 | FedCSIS | Proposal of Square Metrics for Measuring Business Process Model Complexity . | Krzysztof Kluza, Grzegorz J. Nalepa |
| 2012 | FedCSIS | AI Approach to Formal Analysis of BPMN Models. Towards a Logical Model for BPMN Diagrams. | Antoni Ligeza, Krzysztof Kluza, Grzegorz J. Nalepa, Tomasz Potempa |
| 2012 | ICAISC | Enriching Business Processes with Rules Using the Oryx BPMN Editor. | Krzysztof Kluza, Krzysztof Kaczor, 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 | ICCCI | Declarative Design of Control Logic for Mindstorms NXT with XTT2 Method. | Grzegorz J. Nalepa, Blazej Biesiada |
| 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 |
| 2011 | IDC | Proposal of Representing BPMN Diagrams with XTT2-Based Business Rules. | Krzysztof Kluza, Tomasz Maslanka, Grzegorz J. Nalepa, Antoni Ligeza |
| 2011 | IDC | Proposal of Formal Verification of Selected BPMN Models with Alvis Modeling Language. | Marcin Szpyrka, Grzegorz J. Nalepa, Antoni Ligeza, Krzysztof Kluza |
| 2010 | ICAISC | Architecture of the HeaRT Hybrid Rule Engine. | Grzegorz J. Nalepa |
| 2010 | KI | Visual Inference Specification Methods for Modularized Rulebases. Overview and Integration Proposal. | Krzysztof Kluza, Grzegorz J. Nalepa, Lukasz Lysik |
| 2010 | KI | Pellet-HeaRT - Proposal of an Architecture for Ontology Systems with Rules. | Grzegorz J. Nalepa, Weronika T. Furmanska |
| 2009 | FlAIRS | A Textual Subgroup Mining Approach for Rapid ARD+ Model Capture. | Martin Atzmueller, Grzegorz J. Nalepa |
| 2009 | FlAIRS | Verification of Distributed Knowledge in Semantic Knowledge Wikis. | Joachim Baumeister, Grzegorz J. Nalepa |
| 2009 | FlAIRS | XTT Rules Design and Implementation with Object-Oriented Methods. | Grzegorz J. Nalepa |
| 2009 | FlAIRS | On ALSV Rules Formulation and Inference. | Grzegorz J. Nalepa, Antoni Ligeza |
| 2009 | ICCCI | PlWiki - A Generic Semantic Wiki Architecture. | Grzegorz J. Nalepa |
| 2009 | ICCCI | Proposal of a New Rule-Based Inference Scheme for the Semantic Web Applications. | Grzegorz J. Nalepa, Weronika T. Furmanska |
| 2008 | ECAI | XTT+ Rule Design Using the ALSV(FD). | Grzegorz J. Nalepa, Antoni Ligeza |
| 2008 | FlAIRS | Granular Logic with Variables for Implementation of Extended Tabular Trees. | Antoni Ligeza, Grzegorz J. Nalepa |
| 2008 | FlAIRS | UServ Case Study, Conceptual Design with ARD+ Method. | Grzegorz J. Nalepa |
| 2008 | FlAIRS | Concept of an Interactive Web Portal for Teaching Prolog. | Grzegorz J. Nalepa, Igor Wojnicki |
| 2008 | FlAIRS | Towards Formalization of ARD+ Conceptual Design and Refinement Method. | Grzegorz J. Nalepa, Igor Wojnicki |
| 2008 | FlAIRS | ARD+ Design and Visualization Tool-Chain Prototype in Prolog. | Grzegorz J. Nalepa, Igor Wojnicki |
| 2008 | KI | Prototype Prolog API for Mindstorms NXT. | Grzegorz J. Nalepa |
| 2008 | KI | UML Representation Proposal for XTT Rule Design Method. | Grzegorz J. Nalepa, Krzysztof Kluza |
| 2008 | KI | VARDA Rule Design and Visualization Tool-Chain. | Grzegorz J. Nalepa, Igor Wojnicki |
| 2008 | KI | Proposal of a Prolog-based Knowledge Wiki. | Grzegorz J. Nalepa, Igor Wojnicki |
| 2007 | ENASE | Visual Software Modelling with Extended Rule-based Model - A Knowledge-based Programming Solution for General Software Design. | Grzegorz J. Nalepa, Igor Wojnicki |
| 2007 | FlAIRS | Knowledge Representation with Granular Attributive Logic for XTT-Based Expert Systems. | Antoni Ligeza, Grzegorz J. Nalepa |
| 2007 | FlAIRS | Business Rules Design and Refinement Using the XTT Approach. | Grzegorz J. Nalepa |
| 2007 | FlAIRS | A Proposal of Hybrid Knowledge Engineering and Refinement Approach. | Grzegorz J. Nalepa, Igor Wojnicki |
| 2007 | KI | Prolog-Based Real-Time Intelligent Control of the Hexor Mobile Robot. | Piotr Matyasik, Grzegorz J. Nalepa, Piotr Ziecik |
| 2007 | KI | Using UML for Knowledge Engineering - A Critical Overview. | Grzegorz J. Nalepa, Igor Wojnicki |
| 2007 | KI | Knowledge-Based Approach to the Executable Design Concept. | Grzegorz J. Nalepa, Igor Wojnicki |
| 2007 | KI | Proposal of Generalized Rule Programming Model. | Grzegorz J. Nalepa, Igor Wojnicki |
| 2007 | SAFECOMP | Application of the XTT Rule-Based Model for Formal Design and Verification of Internet Security Systems. | Grzegorz J. Nalepa |
| 2007 | SYNASC | Proposal of Business Process and Rules Modeling with the XTT Method. | Grzegorz J. Nalepa |
| 2006 | FlAIRS | Prolog-Based Analysis of Tabular Rule-Based Systems with XTT Approach. | Grzegorz J. Nalepa, Antoni Ligeza |
| 2001 | DEXA | Tab-Trees: A CASE Tool for the Design of Extended Tabular Systems. | Antoni Ligeza, Igor Wojnicki, Grzegorz J. Nalepa |