How to Reason by HeaRT in a Semantic Knowledge-Based Wiki. - Weronika T. Adrian; Szymon Bobek; Grzegorz J. Nalepa; Krzysztof Kaczor; Krzysztof Kluza (ICTAI, 2011)

Algorithms for Rule Inference in Modularized Rule Bases. - Grzegorz J. Nalepa; Szymon Bobek; Antoni Ligeza; Krzysztof Kaczor (RuleML Europe, 2011)

HalVA - Rule Analysis Framework for XTT2 Rules. - Grzegorz J. Nalepa; Szymon Bobek; Antoni Ligeza; Krzysztof Kaczor (RuleML Europe, 2011)

Combining AceWiki with a CAPTCHA System for Collaborative Knowledge Acquisition. - Grzegorz J. Nalepa; Weronika T. Adrian; Szymon Bobek; Piotr Maslanka (ICTAI, 2012)

Application of Bayesian Networks to Recommendations in Business Process Modeling. - Szymon Bobek; Mateusz Baran; Krzysztof Kluza; Grzegorz J. Nalepa (AIBP@AI*IA, 2013)

Learning sensors usage patterns in mobile context-aware systems. - Szymon Bobek; Krzysztof Porzycki; Grzegorz J. Nalepa (FedCSIS, 2013)

Overview of Recommendation Techniques in Business Process Modeling. - Krzysztof Kluza; Mateusz Baran; Szymon Bobek; Grzegorz J. Nalepa (KESE, 2013)

Mobile Context-Based Framework for Monitoring Threats in Urban Environment. - Szymon Bobek; Grzegorz J. Nalepa; Weronika T. Adrian (MCSS, 2013)

Integration of Activity Modeller with Bayesian Network Based Recommender for Business Processes. - Szymon Bobek; Grzegorz J. Nalepa; Olgierd Grodzki (KESE@ECAI, 2014)

Migration of Rule Inference Engine to Mobile Platform. Challenges and Case Study. - Mateusz Slazynski; Szymon Bobek; Grzegorz J. Nalepa (KESE@ECAI, 2014)

Challenges for Migration of Rule-Based Reasoning Engine to a Mobile Platform. - Szymon Bobek; Grzegorz J. Nalepa; Mateusz Slazynski (MCSS, 2014)

Incomplete and Uncertain Data Handling in Context-Aware Rule-Based Systems with Modified Certainty Factors Algebra. - Szymon Bobek; Grzegorz J. Nalepa (RuleML, 2014)

Rule-based solution for context-aware reasoning on mobile devices. - Grzegorz J. Nalepa; Szymon Bobek (Comput. Sci. Inf. Syst., 2014)

Understanding Context with ContextViewer - Tool for Visualization and Initial Preprocessing of Mobile Sensors Data. - Szymon Bobek; Sebastian Dziadzio; Pawel Jaciów; Mateusz Slazynski; Grzegorz J. Nalepa (CONTEXT, 2015)

Indoor microlocation with BLE beacons and incremental rule learning. - Szymon Bobek; Olgierd Grodzki; Grzegorz J. Nalepa (CYBCONF, 2015)

Improving indoor localization by user feedback. - Lukas Köping; Marcin Grzegorzek; Frank Deinzer; Szymon Bobek; Mateusz Slazynski; Grzegorz J. Nalepa (FUSION, 2015)

Automated Discovery of Mobile Users Locations with Improved K-means Clustering. - Szymon Bobek; Grzegorz J. Nalepa; Olgierd Grodzki (ICAISC, 2015)

Capturing Dynamics of Mobile Context-Aware Systems with Rules and Statistical Analysis of Historical Data. - Szymon Bobek; Mateusz Slazynski; Grzegorz J. Nalepa (ICAISC, 2015)

Concept of a Rule-based Configurator for Auto-WEKA Using OpenML. - Patryk Kiepas; Szymon Bobek; Grzegorz J. Nalepa (MetaSel@PKDD/ECML, 2015)

Compact Representation of Conditional Probability for Rule-Based Mobile Context-Aware Systems. - Szymon Bobek; Grzegorz J. Nalepa (RuleML, 2015)

Affective Computing Experiments in Virtual Reality with Wearable Sensors. Methodological considerations and preliminary results. - Grzegorz J. Nalepa; Jan K. Argasinski; Krzysztof Kutt; Pawel Wegrzyn; Szymon Bobek; Mateusz Z. Lepicki (AfCAI, 2016)

AfCAI systems: Affective Computing with Context Awareness for Ambient Intelligence. Research proposal. - Grzegorz J. Nalepa; Krzysztof Kutt; Szymon Bobek; Mateusz Z. Lepicki (AfCAI, 2016)

Mobile context-based framework for threat monitoring in urban environment with social threat monitor. - Szymon Bobek; Grzegorz J. Nalepa; Antoni Ligeza; Weronika T. Adrian; Krzysztof Kaczor (Multim. Tools Appl., 2016)

Framework for Benchmarking Rule-Based Inference Engines. - Szymon Bobek; Piotr Misiak (ICAISC (2), 2017)

Web-Based Editor for Structured Rule Bases. - Szymon Bobek; Grzegorz J. Nalepa; Przemyslaw Babiarz (ICAISC (2), 2017)

Semantic Annotations for Mediation of Complex Rule Systems. - Mateusz Slazynski; Grzegorz J. Nalepa; Szymon Bobek; Krzysztof Kutt (ICAISC (2), 2017)

Uncertain context data management in dynamic mobile environments. - Szymon Bobek; Grzegorz J. Nalepa (Future Gener. Comput. Syst., 2017)

Uncertainty handling in rule-based mobile context-aware systems. - Szymon Bobek; Grzegorz J. Nalepa (Pervasive Mob. Comput., 2017)

Development of Mobile Platform for Affect Interpretation. Current Progress. - Grzegorz J. Nalepa; Krzysztof Kutt; Szymon Bobek; Barbara Gizycka (AfCAI, 2018)

Uncertain Decision Tree Classifier for Mobile Context-Aware Computing. - Szymon Bobek; Piotr Misiak (ICAISC (2), 2018)

Towards the Development of Sensor Platform for Processing Physiological Data from Wearable Sensors. - Krzysztof Kutt; Wojciech Binek; Piotr Misiak; Grzegorz J. Nalepa; Szymon Bobek (ICAISC (2), 2018)

Causal Rules Detection in Streams of Unlabeled, Mixed Type Values with Finit Domains. - Szymon Bobek; Kamil Jurek (IDEAL (2), 2018)

On the Opportunities for Using Mobile Devices for Activity Monitoring and Understanding in Mining Applications. - Grzegorz J. Nalepa; Edyta Brzychczy; Szymon Bobek (IDEAL (2), 2018)

BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization. - Krzysztof Kutt; Dominika Drazyk; Pawel Jemiolo; Szymon Bobek; Barbara Gizycka; Víctor Rodríguez-Fernández; Grzegorz J. Nalepa (AfCAI, 2019)

Affective Context-Aware Systems: Architecture of a Dynamic Framework. - Mateusz Z. Lepicki; Szymon Bobek (ICAISC (2), 2019)

Building Trust to AI Systems Through Explainability. Technical and legal perspectives. - Grzegorz J. Nalepa; Michal Araszkiewicz; Slawomir Nowaczyk; Szymon Bobek (XAILA@JURIX, 2019)

HEARTDROID - Rule engine for mobile and context-aware expert systems. - Szymon Bobek; Grzegorz J. Nalepa; Mateusz Slazynski (Expert Syst. J. Knowl. Eng., 2019)

Mobile platform for affective context-aware systems. - Grzegorz J. Nalepa; Krzysztof Kutt; Szymon Bobek (Future Gener. Comput. Syst., 2019)

Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants. - Grzegorz J. Nalepa; Krzysztof Kutt; Barbara Gizycka; Pawel Jemiolo; Szymon Bobek (Sensors, 2019)

BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization. - Krzysztof Kutt; Szymon Bobek; Grzegorz J. Nalepa (Zenodo, 2019)

Cluster Discovery from Sensor Data Incorporating Expert Knowledge. - Szymon Bobek; Agnieszka Trzcionkowska; Edyta Brzychczy; Grzegorz J. Nalepa (KR4L@ECAI, 2020)

Affective Games Provide Controlable Context. Proposal of an Experimental Framework. - Laura Zuchowska; Krzysztof Kutt; Krzysztof Geleta; Szymon Bobek; Grzegorz J. Nalepa (MRC@ECAI, 2020)

Explaining Machine Learning Models of Emotion Using the BIRAFFE Dataset. - Szymon Bobek; Magdalena M. Tragarz; Maciej Szelazek; Grzegorz J. Nalepa (ICAISC (2), 2020)

Towards the Modeling of the Hot Rolling Industrial Process. Preliminary Results. - Maciej Szelazek; Szymon Bobek; Antonio González-Pardo; Grzegorz J. Nalepa (IDEAL (1), 2020)

The BIRAFFE2 Experiment. Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems. - Krzysztof Kutt; Dominika Drazyk; Maciej Szelazek; Szymon Bobek; Grzegorz J. Nalepa (CoRR, 2020)

BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization. - Krzysztof Kutt; Szymon Bobek; Grzegorz J. Nalepa (Zenodo, 2020)

BIRAFFE2: The 2nd Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems. - Krzysztof Kutt; Dominika Drazyk; Szymon Bobek; Grzegorz J. Nalepa (Zenodo, 2020)

Explainable anomaly detection for Hot-rolling industrial process. - Jakub Jakubowski; Przemyslaw Stanisz; Szymon Bobek; Grzegorz J. Nalepa (DSAA, 2021)

Explainable clustering with multidimensional bounding boxes. - Michal Kuk; Szymon Bobek; Grzegorz J. Nalepa (DSAA, 2021)

Towards Model-Agnostic Ensemble Explanations. - Szymon Bobek; Pawel Balaga; Grzegorz J. Nalepa (ICCS (4), 2021)

Explanation-Driven Model Stacking. - Szymon Bobek; Maciej Mozolewski; Grzegorz J. Nalepa (ICCS (6), 2021)

Augmenting Automatic Clustering with Expert Knowledge and Explanations. - Szymon Bobek; Grzegorz J. Nalepa (ICCS (4), 2021)

Introducing Uncertainty into Explainable AI Methods. - Szymon Bobek; Grzegorz J. Nalepa (ICCS (6), 2021)

People in the Context - an Analysis of Game-based Experimental Protocol. - Krzysztof Kutt; Laura Zuchowska; Szymon Bobek; Grzegorz J. Nalepa (MRC@IJCAI, 2021)

Personality-Based Affective Adaptation Methods for Intelligent Systems. - Krzysztof Kutt; Dominika Drazyk; Szymon Bobek; Grzegorz J. Nalepa (Sensors, 2021)

Semantic Data Mining in Ubiquitous Sensing: A Survey. - Grzegorz J. Nalepa; Szymon Bobek; Krzysztof Kutt; Martin Atzmueller (Sensors, 2021)

BIRAFFE2: The 2nd Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems. - Krzysztof Kutt; Dominika Drazyk; Szymon Bobek; Grzegorz J. Nalepa (Zenodo, 2021)

BIRAFFE2-Supplementary Data: Raw images of the participants (1 of 2). - Krzysztof Kutt; Dominika Drazyk; Szymon Bobek; Grzegorz J. Nalepa (Zenodo, 2021)

BIRAFFE2-Supplementary Data: Raw images of the participants (2 of 2). - Krzysztof Kutt; Dominika Drazyk; Szymon Bobek; Grzegorz J. Nalepa (Zenodo, 2021)

Roll Wear Prediction in Strip Cold Rolling with Physics-Informed Autoencoder and Counterfactual Explanations. - Jakub Jakubowski; Przemyslaw Stanisz; Szymon Bobek; Grzegorz J. Nalepa (DSAA, 2022)

Performance of Explainable AI Methods in Asset Failure Prediction. - Jakub Jakubowski; Przemyslaw Stanisz; Szymon Bobek; Grzegorz J. Nalepa (ICCS (4), 2022)

Comparing Explanations from Glass-Box and Black-Box Machine-Learning Models. - Michal Kuk; Szymon Bobek; Grzegorz J. Nalepa (ICCS (3), 2022)

Explain Your Clusters with Words. The Role of Metadata in Interactive Clustering. - Maciej Mozolewski; Samaneh Jamshidi; Szymon Bobek; Grzegorz J. Nalepa (SEM4NBU@IJCAI, 2022)

Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster Prototypes. - Szymon Bobek; Michal Kuk; Maciej Szelazek; Grzegorz J. Nalepa (IEEE Access, 2022)

Anomaly Detection in Asset Degradation Process Using Variational Autoencoder and Explanations. - Jakub Jakubowski; Przemyslaw Stanisz; Szymon Bobek; Grzegorz J. Nalepa (Sensors, 2022)

Poster: Human-in-the-Loop Anomaly Detection in Industrial Data Streams. - Jakub Jakubowski; Szymon Bobek; Grzegorz J. Nalepa (CHItaly, 2023)

Poster: Application of knowledge transfer to ML-based Quality Decision Support practice in the steel manufacturing process. - Maciej Szelazek; Szymon Bobek; Grzegorz J. Nalepa (CHItaly, 2023)

Enhanced Explanations for Knowledge-Augmented Clustering using Subgroup Discovery. - Maciej Szelazek; Dan Hudson; Szymon Bobek; Grzegorz J. Nalepa; Martin Atzmueller (DSAA, 2023)

Towards Explainable Deep Domain Adaptation. - Szymon Bobek; Slawomir Nowaczyk; Sepideh Pashami; Zahra Taghiyarrenani; Grzegorz J. Nalepa (ECAI Workshops (1), 2023)

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 (ECAI Workshops (2), 2023)

Explainable Anomaly Detection in Industrial Streams. - Jakub Jakubowski; Przemyslaw Stanisz; Szymon Bobek; Grzegorz J. Nalepa (ECAI Workshops (1), 2023)

Improving Understandability of Explanations with a Usage of Expert Knowledge. - Maciej Szelazek; Szymon Bobek; Grzegorz J. Nalepa (ECAI Workshops (2), 2023)

Towards Online Anomaly Detection in Steel Manufacturing Process. - Jakub Jakubowski; Przemyslaw Stanisz; Szymon Bobek; Grzegorz J. Nalepa (ICCS (4), 2023)

ML-Based Proactive Control of Industrial Processes. - Edyta Kuk; Szymon Bobek; Grzegorz J. Nalepa (ICCS (2), 2023)

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 (ICCS (5), 2023)

Why Industry 5.0 Needs XAI 2.0? - Szymon Bobek; Slawomir Nowaczyk; João Gama 001; Sepideh Pashami; Rita P. Ribeiro; Zahra Taghiyarrenani; Bruno Veloso; Lala H. Rajaoarisoa; Maciej Szelazek; Grzegorz J. Nalepa (xAI (Late-breaking Work, Demos, Doctoral Consortium), 2023)

Explainable Predictive Maintenance. - Sepideh Pashami; Slawomir Nowaczyk; Yuantao Fan; Jakub Jakubowski; Nuno Paiva; Narjes Davari; Szymon Bobek; Samaneh Jamshidi; Hamid Sarmadi; Abdallah Alabdallah; Rita P. Ribeiro; Bruno Veloso; et al. (CoRR, 2023)

Local Universal Rule-based Explanations. - Szymon Bobek; Grzegorz J. Nalepa (CoRR, 2023)

KnAC: an approach for enhancing cluster analysis with background knowledge and explanations. - Szymon Bobek; Michal Kuk; Jakub Brzegowski; Edyta Brzychczy; Grzegorz J. Nalepa (Appl. Intell., 2023)

Towards Differentiating Between Failures and Domain Shifts in Industrial Data Streams. - Natalia Wojak-Strzelecka; Szymon Bobek; Grzegorz J. Nalepa; Jerzy Stefanowski (HAII5.0@ECAI, 2024)

Understanding Survival Models Through Counterfactual Explanations. - Abdallah Alabdallah; Jakub Jakubowski; Sepideh Pashami; Szymon Bobek; Mattias Ohlsson; Thorsteinn S. Rögnvaldsson; Grzegorz J. Nalepa (ICCS (4), 2024)

Assessment of Explainable Anomaly Detection for Monitoring of Cold Rolling Process. - Jakub Jakubowski; Przemyslaw Stanisz; Szymon Bobek; Grzegorz J. Nalepa (ICCS (5), 2024)

Visual Explanations and Perturbation-Based Fidelity Metrics for Feature-Based Models. - Maciej Mozolewski; Szymon Bobek; Grzegorz J. Nalepa (ICCS (4), 2024)

Towards Evaluation of Explainable Artificial Intelligence in Streaming Data. - Maciej Mozolewski; Szymon Bobek; Rita P. Ribeiro; Grzegorz J. Nalepa; João Gama 001 (xAI (4), 2024)

Artificial Intelligence Approaches for Predictive Maintenance in the Steel Industry: A Survey. - Jakub Jakubowski; Natalia Wojak-Strzelecka; Rita P. Ribeiro; Sepideh Pashami; Szymon Bobek; João Gama 001; Grzegorz J. Nalepa (CoRR, 2024)

User-centric evaluation of explainability of AI with and for humans: a comprehensive empirical study. - Szymon Bobek; Paloma Korycinska; Monika Krakowska; Maciej Mozolewski; Dorota Rak; Magdalena Zych; Magdalena Wójcik; Grzegorz J. Nalepa (CoRR, 2024)

XAI-FUNGI: Dataset resulting from the user study on comprehensibility of explainable AI algorithms. - Szymon Bobek; Paloma Korycinska; Monika Krakowska; Maciej Mozolewski; Dorota Rak; Magdalena Zych; Magdalena Wójcik; Grzegorz J. Nalepa (CoRR, 2024)

Hybrid and co-learning approach for anomalies prediction and explanation of wind turbine systems. - Lala H. Rajaoarisoa; Michal Kuk; Szymon Bobek; Moamar Sayed-Mouchaweh (Eng. Appl. Artif. Intell., 2024)

Explainable proactive control of industrial processes. - Edyta Kuk; Szymon Bobek; Grzegorz J. Nalepa (J. Comput. Sci., 2024)

Semantic data mining-based decision support for quality assessment in steel industry. - Maciej Szelazek; Szymon Bobek; Grzegorz J. Nalepa (Expert Syst. J. Knowl. Eng., 2024)

XAI-FUNGI: Dataset from the user study on comprehensibility of XAI algorithms. - Szymon Bobek; Paloma Korycinska; Monika Krakowska; Maciej Mozolewski; Dorota Rak; Magdalena Zych; Magdalena Wójcik; Grzegorz J. Nalepa (Zenodo, 2024)

TCM: Benchmark Datasets for Predictive Maintenance in Steel Manufacturing. - Jakub Jakubowski; Szymon Bobek; Grzegorz J. Nalepa (Zenodo, 2024)

XAI-FUNGI: Dataset from the user study on comprehensibility of XAI algorithms. - Szymon Bobek; Paloma Korycinska; Monika Krakowska; Maciej Mozolewski; Dorota Rak; Magdalena Zych; Magdalena Wójcik; Grzegorz J. Nalepa (Zenodo, 2024)

TSProto: Fusing deep feature extraction with interpretable glass-box surrogate model for explainable time-series classification. - Szymon Bobek; Grzegorz J. Nalepa (Inf. Fusion, 2025)

Local Universal Rule-based eXplainer (LUX). - Szymon Bobek; Grzegorz J. Nalepa (SoftwareX, 2025)