Szymon Bobek - RankMe

98 papers B 6C 2Misc 2Journal 30Unranked 54

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Towards Differentiating Between Failures and Domain Shifts in Industrial Data Streams. CoRR Natalia Wojak-Strzelecka, Szymon Bobek, Grzegorz J. Nalepa, Jerzy Stefanowski
2025	J	`jnl`	Actionable and diverse counterfactual explanations incorporating domain knowledge and causal constraints. CoRR Szymon Bobek, Lukasz Balec, Grzegorz J. Nalepa
2025	J	`jnl`	Explaining Time Series Classifiers with PHAR: Rule Extraction and Fusion from Post-hoc Attributions. CoRR Maciej Mozolewski, Szymon Bobek, Grzegorz J. Nalepa
2025	J	`jnl`	Financial Management System for SMEs: Real-World Deployment of Accounts Receivable and Cash Flow Prediction. CoRR Bartlomiej Malkus, Szymon Bobek, Grzegorz J. Nalepa
2025	J	`jnl`	Local Universal Rule-based eXplainer (LUX). SoftwareX Szymon Bobek, Grzegorz J. Nalepa
2025	J	`jnl`	ProtoTSNet: Interpretable Multivariate Time Series Classification With Prototypical Parts. CoRR Bartlomiej Malkus, Szymon Bobek, Grzegorz J. Nalepa
2025	J	`jnl`	TSProto: Fusing deep feature extraction with interpretable glass-box surrogate model for explainable time-series classification. Inf. Fusion Szymon Bobek, Grzegorz J. Nalepa
2025	—	`conf`	Toward Explainable Industrial AI: The Role of Knowledge Graphs. IDEAL (1) Sabri Manai, Szymon Bobek, Grzegorz J. Nalepa, Luiz do Valle Miranda, Krzysztof Kutt, Jason J. Jung
2025	J	`jnl`	User-centric evaluation of explainability of AI with and for humans: A comprehensive empirical study. Int. J. Hum. Comput. Stud. Szymon Bobek, Paloma Korycinska, Monika Krakowska, Maciej Mozolewski, Dorota Rak, Magdalena Zych, Magdalena Wójcik, Grzegorz J. Nalepa
2024	J	`jnl`	Artificial Intelligence Approaches for Predictive Maintenance in the Steel Industry: A Survey. CoRR Jakub Jakubowski, Natalia Wojak-Strzelecka, Rita P. Ribeiro, Sepideh Pashami, Szymon Bobek, João Gama, Grzegorz J. Nalepa
2024	—	`ed.`	Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 - October 4, 2023, Proceedings, Part I ECAI Workshops (1) Slawomir Nowaczyk, Przemyslaw Biecek, Neo Christopher Chung, Mauro Vallati, Pawel Skruch, Joanna Jaworek-Korjakowska, Simon Parkinson, Alexandros Nikitas, Martin Atzmüller, Tomás Kliegr, Ute Schmid, Szymon Bobek, Nada Lavrac, Marieke Peeters, Roland van Dierendonck, Saskia Robben, Eunika Mercier-Laurent, Gülgün Kayakutlu, Mieczyslaw Lech Owoc, Karl Mason, Abdul Wahid, Pierangela Bruno, Francesco Calimeri, Francesco Cauteruccio, Giorgio Terracina, Diedrich Wolter, Jochen L. Leidner, Michael Kohlhase, Vania Dimitrova
2024	—	`ed.`	Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30 - October 4, 2023, Proceedings, Part II ECAI Workshops (2) Slawomir Nowaczyk, Przemyslaw Biecek, Neo Christopher Chung, Mauro Vallati, Pawel Skruch, Joanna Jaworek-Korjakowska, Simon Parkinson, Alexandros Nikitas, Martin Atzmüller, Tomás Kliegr, Ute Schmid, Szymon Bobek, Nada Lavrac, Marieke Peeters, Roland van Dierendonck, Saskia Robben, Eunika Mercier-Laurent, Gülgün Kayakutlu, Mieczyslaw Lech Owoc, Karl Mason, Abdul Wahid, Pierangela Bruno, Francesco Calimeri, Francesco Cauteruccio, Giorgio Terracina, Diedrich Wolter, Jochen L. Leidner, Michael Kohlhase, Vania Dimitrova
2024	—	`conf`	Assessment of Explainable Anomaly Detection for Monitoring of Cold Rolling Process. ICCS (5) Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa
2024	J	`jnl`	Explainable proactive control of industrial processes. J. Comput. Sci. Edyta Kuk, Szymon Bobek, Grzegorz J. Nalepa
2024	J	`jnl`	Hybrid and co-learning approach for anomalies prediction and explanation of wind turbine systems. Eng. Appl. Artif. Intell. Lala H. Rajaoarisoa, Michal Kuk, Szymon Bobek, Moamar Sayed-Mouchaweh
2024	J	`jnl`	Semantic data mining-based decision support for quality assessment in steel industry. Expert Syst. J. Knowl. Eng. Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa
2024	—	`conf`	Towards Differentiating Between Failures and Domain Shifts in Industrial Data Streams. HAII5.0@ECAI Natalia Wojak-Strzelecka, Szymon Bobek, Grzegorz J. Nalepa, Jerzy Stefanowski
2024	—	`conf`	Towards Evaluation of Explainable Artificial Intelligence in Streaming Data. xAI (4) Maciej Mozolewski, Szymon Bobek, Rita P. Ribeiro, Grzegorz J. Nalepa, João Gama
2024	—	`conf`	Understanding Survival Models Through Counterfactual Explanations. ICCS (4) Abdallah Alabdallah, Jakub Jakubowski, Sepideh Pashami, Szymon Bobek, Mattias Ohlsson, Thorsteinn S. Rögnvaldsson, Grzegorz J. Nalepa
2024	J	`jnl`	User-centric evaluation of explainability of AI with and for humans: a comprehensive empirical study. CoRR Szymon Bobek, Paloma Korycinska, Monika Krakowska, Maciej Mozolewski, Dorota Rak, Magdalena Zych, Magdalena Wójcik, Grzegorz J. Nalepa
2024	—	`conf`	Visual Explanations and Perturbation-Based Fidelity Metrics for Feature-Based Models. ICCS (4) Maciej Mozolewski, Szymon Bobek, Grzegorz J. Nalepa
2024	J	`jnl`	XAI-FUNGI: Dataset resulting from the user study on comprehensibility of explainable AI algorithms. CoRR Szymon Bobek, Paloma Korycinska, Monika Krakowska, Maciej Mozolewski, Dorota Rak, Magdalena Zych, Magdalena Wójcik, Grzegorz J. Nalepa
2023	B	`conf`	Enhanced Explanations for Knowledge-Augmented Clustering using Subgroup Discovery. DSAA Maciej Szelazek, Dan Hudson, Szymon Bobek, Grzegorz J. Nalepa, Martin Atzmueller
2023	—	`conf`	Explainable Anomaly Detection in Industrial Streams. ECAI Workshops (1) Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa
2023	J	`jnl`	Explainable Predictive Maintenance. CoRR 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, Moamar Sayed-Mouchaweh, Lala H. Rajaoarisoa, Grzegorz J. Nalepa, João Gama
2023	—	`conf`	Feature Importances as a Tool for Root Cause Analysis in Time-Series Events. ICCS (5) Michal Kuk, Szymon Bobek, Bruno Veloso, Lala H. Rajaoarisoa, Grzegorz J. Nalepa
2023	—	`conf`	Improving Understandability of Explanations with a Usage of Expert Knowledge. ECAI Workshops (2) Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa
2023	J	`jnl`	KnAC: an approach for enhancing cluster analysis with background knowledge and explanations. Appl. Intell. Szymon Bobek, Michal Kuk, Jakub Brzegowski, Edyta Brzychczy, Grzegorz J. Nalepa
2023	J	`jnl`	Local Universal Rule-based Explanations. CoRR Szymon Bobek, Grzegorz J. Nalepa
2023	—	`conf`	ML-Based Proactive Control of Industrial Processes. ICCS (2) Edyta Kuk, Szymon Bobek, Grzegorz J. Nalepa
2023	—	`conf`	Poster: Application of knowledge transfer to ML-based Quality Decision Support practice in the steel manufacturing process. CHItaly Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa
2023	—	`conf`	Poster: Human-in-the-Loop Anomaly Detection in Industrial Data Streams. CHItaly Jakub Jakubowski, Szymon Bobek, Grzegorz J. Nalepa
2023	—	`conf`	Towards Explainable Deep Domain Adaptation. ECAI Workshops (1) Szymon Bobek, Slawomir Nowaczyk, Sepideh Pashami, Zahra Taghiyarrenani, Grzegorz J. Nalepa
2023	—	`conf`	Towards Online Anomaly Detection in Steel Manufacturing Process. ICCS (4) Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa
2023	—	`conf`	Visual Patterns in an Interactive App for Analysis Based on Control Charts and SHAP Values. ECAI Workshops (2) Iwona Grabska-Gradzinska, Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa
2023	—	`conf`	Why Industry 5.0 Needs XAI 2.0? xAI (Late-breaking Work, Demos, Doctoral Consortium) Szymon Bobek, Slawomir Nowaczyk, João Gama, Sepideh Pashami, Rita P. Ribeiro, Zahra Taghiyarrenani, Bruno Veloso, Lala H. Rajaoarisoa, Maciej Szelazek, Grzegorz J. Nalepa
2022	J	`jnl`	Anomaly Detection in Asset Degradation Process Using Variational Autoencoder and Explanations. Sensors Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa
2022	—	`conf`	Comparing Explanations from Glass-Box and Black-Box Machine-Learning Models. ICCS (3) Michal Kuk, Szymon Bobek, Grzegorz J. Nalepa
2022	J	`jnl`	Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster Prototypes. IEEE Access Szymon Bobek, Michal Kuk, Maciej Szelazek, Grzegorz J. Nalepa
2022	—	`conf`	Explain Your Clusters with Words. The Role of Metadata in Interactive Clustering. SEM4NBU@IJCAI Maciej Mozolewski, Samaneh Jamshidi, Szymon Bobek, Grzegorz J. Nalepa
2022	—	`conf`	Performance of Explainable AI Methods in Asset Failure Prediction. ICCS (4) Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa
2022	—	`ed.`	Proceedings of 4th International Workshop on eXplainable and Responsible AI and Law co-located with 18th International Conference on Artificial Intelligence and Law (ICAIL 2021), Virtual Event, Sao Paolo, Brazil, June 21, 2021. XAILA@ICAIL Michal Araszkiewicz, Martin Atzmueller, Grzegorz J. Nalepa, Bart Verheij, Szymon Bobek
2022	B	`conf`	Roll Wear Prediction in Strip Cold Rolling with Physics-Informed Autoencoder and Counterfactual Explanations. DSAA Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa
2021	—	`conf`	Augmenting Automatic Clustering with Expert Knowledge and Explanations. ICCS (4) Szymon Bobek, Grzegorz J. Nalepa
2021	B	`conf`	Explainable anomaly detection for Hot-rolling industrial process. DSAA Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa
2021	B	`conf`	Explainable clustering with multidimensional bounding boxes. DSAA Michal Kuk, Szymon Bobek, Grzegorz J. Nalepa
2021	—	`conf`	Explanation-Driven Model Stacking. ICCS (6) Szymon Bobek, Maciej Mozolewski, Grzegorz J. Nalepa
2021	—	`conf`	Introducing Uncertainty into Explainable AI Methods. ICCS (6) Szymon Bobek, Grzegorz J. Nalepa
2021	J	`jnl`	KnAC: an approach for enhancing cluster analysis with background knowledge and explanations. CoRR Szymon Bobek, Michal Kuk, Jakub Brzegowski, Edyta Brzychczy, Grzegorz J. Nalepa
2021	—	`conf`	People in the Context - an Analysis of Game-based Experimental Protocol. MRC@IJCAI Krzysztof Kutt, Laura Zuchowska, Szymon Bobek, Grzegorz J. Nalepa
2021	J	`jnl`	Personality-Based Affective Adaptation Methods for Intelligent Systems. Sensors Krzysztof Kutt, Dominika Drazyk, Szymon Bobek, Grzegorz J. Nalepa
2021	—	`ed.`	Proceedings of the 3rd EXplainable AI in Law Workshop (XAILA 2020) co-located with 33rd International Conference on Legal Knowledge and Information Systems (JURIX 2020), Prague, Czech Republic, December 9th, 2020. XAILA@JURIX Grzegorz J. Nalepa, Michal Araszkiewicz, Martin Atzmueller, Bart Verheij, Szymon Bobek
2021	J	`jnl`	Semantic Data Mining in Ubiquitous Sensing: A Survey. Sensors Grzegorz J. Nalepa, Szymon Bobek, Krzysztof Kutt, Martin Atzmueller
2021	—	`conf`	Towards Model-Agnostic Ensemble Explanations. ICCS (4) Szymon Bobek, Pawel Balaga, Grzegorz J. Nalepa
2020	—	`conf`	Affective Games Provide Controlable Context. Proposal of an Experimental Framework. MRC@ECAI Laura Zuchowska, Krzysztof Kutt, Krzysztof Geleta, Szymon Bobek, Grzegorz J. Nalepa
2020	—	`conf`	Cluster Discovery from Sensor Data Incorporating Expert Knowledge. KR4L@ECAI Szymon Bobek, Agnieszka Trzcionkowska, Edyta Brzychczy, Grzegorz J. Nalepa
2020	—	`conf`	Explaining Machine Learning Models of Emotion Using the BIRAFFE Dataset. ICAISC (2) Szymon Bobek, Magdalena M. Tragarz, Maciej Szelazek, Grzegorz J. Nalepa
2020	J	`jnl`	The BIRAFFE2 Experiment. Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems. CoRR Krzysztof Kutt, Dominika Drazyk, Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa
2020	—	`conf`	Towards the Modeling of the Hot Rolling Industrial Process. Preliminary Results. IDEAL (1) Maciej Szelazek, Szymon Bobek, Antonio González-Pardo, Grzegorz J. Nalepa
2019	—	`conf`	Affective Context-Aware Systems: Architecture of a Dynamic Framework. ICAISC (2) Mateusz Z. Lepicki, Szymon Bobek
2019	J	`jnl`	Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants. Sensors Grzegorz J. Nalepa, Krzysztof Kutt, Barbara Gizycka, Pawel Jemiolo, Szymon Bobek
2019	—	`conf`	BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization. AfCAI Krzysztof Kutt, Dominika Drazyk, Pawel Jemiolo, Szymon Bobek, Barbara Gizycka, Víctor Rodríguez-Fernández, Grzegorz J. Nalepa
2019	—	`conf`	Building Trust to AI Systems Through Explainability. Technical and legal perspectives. XAILA@JURIX Grzegorz J. Nalepa, Michal Araszkiewicz, Slawomir Nowaczyk, Szymon Bobek
2019	J	`jnl`	HEARTDROID - Rule engine for mobile and context-aware expert systems. Expert Syst. J. Knowl. Eng. Szymon Bobek, Grzegorz J. Nalepa, Mateusz Slazynski
2019	J	`jnl`	Mobile platform for affective context-aware systems. Future Gener. Comput. Syst. Grzegorz J. Nalepa, Krzysztof Kutt, Szymon Bobek
2018	—	`conf`	Causal Rules Detection in Streams of Unlabeled, Mixed Type Values with Finit Domains. IDEAL (2) Szymon Bobek, Kamil Jurek
2018	—	`conf`	Development of Mobile Platform for Affect Interpretation. Current Progress. AfCAI Grzegorz J. Nalepa, Krzysztof Kutt, Szymon Bobek, Barbara Gizycka
2018	—	`conf`	On the Opportunities for Using Mobile Devices for Activity Monitoring and Understanding in Mining Applications. IDEAL (2) Grzegorz J. Nalepa, Edyta Brzychczy, Szymon Bobek
2018	—	`conf`	Towards the Development of Sensor Platform for Processing Physiological Data from Wearable Sensors. ICAISC (2) Krzysztof Kutt, Wojciech Binek, Piotr Misiak, Grzegorz J. Nalepa, Szymon Bobek
2018	—	`conf`	Uncertain Decision Tree Classifier for Mobile Context-Aware Computing. ICAISC (2) Szymon Bobek, Piotr Misiak
2017	—	`conf`	Framework for Benchmarking Rule-Based Inference Engines. ICAISC (2) Szymon Bobek, Piotr Misiak
2017	—	`conf`	Semantic Annotations for Mediation of Complex Rule Systems. ICAISC (2) Mateusz Slazynski, Grzegorz J. Nalepa, Szymon Bobek, Krzysztof Kutt
2017	J	`jnl`	Uncertain context data management in dynamic mobile environments. Future Gener. Comput. Syst. Szymon Bobek, Grzegorz J. Nalepa
2017	J	`jnl`	Uncertainty handling in rule-based mobile context-aware systems. Pervasive Mob. Comput. Szymon Bobek, Grzegorz J. Nalepa
2017	—	`conf`	Web-Based Editor for Structured Rule Bases. ICAISC (2) Szymon Bobek, Grzegorz J. Nalepa, Przemyslaw Babiarz
2016	—	`conf`	AfCAI systems: Affective Computing with Context Awareness for Ambient Intelligence. Research proposal. AfCAI Grzegorz J. Nalepa, Krzysztof Kutt, Szymon Bobek, Mateusz Z. Lepicki
2016	—	`conf`	Affective Computing Experiments in Virtual Reality with Wearable Sensors. Methodological considerations and preliminary results. AfCAI Grzegorz J. Nalepa, Jan K. Argasinski, Krzysztof Kutt, Pawel Wegrzyn, Szymon Bobek, Mateusz Z. Lepicki
2016	J	`jnl`	Mobile context-based framework for threat monitoring in urban environment with social threat monitor. Multim. Tools Appl. Szymon Bobek, Grzegorz J. Nalepa, Antoni Ligeza, Weronika T. Adrian, Krzysztof Kaczor
2015	Misc	`conf`	Automated Discovery of Mobile Users Locations with Improved K-means Clustering. ICAISC Szymon Bobek, Grzegorz J. Nalepa, Olgierd Grodzki
2015	Misc	`conf`	Capturing Dynamics of Mobile Context-Aware Systems with Rules and Statistical Analysis of Historical Data. ICAISC Szymon Bobek, Mateusz Slazynski, Grzegorz J. Nalepa
2015	—	`conf`	Compact Representation of Conditional Probability for Rule-Based Mobile Context-Aware Systems. RuleML Szymon Bobek, Grzegorz J. Nalepa
2015	—	`conf`	Concept of a Rule-based Configurator for Auto-WEKA Using OpenML. MetaSel@PKDD/ECML Patryk Kiepas, Szymon Bobek, Grzegorz J. Nalepa
2015	C	`conf`	Improving indoor localization by user feedback. FUSION Lukas Köping, Marcin Grzegorzek, Frank Deinzer, Szymon Bobek, Mateusz Slazynski, Grzegorz J. Nalepa
2015	—	`conf`	Indoor microlocation with BLE beacons and incremental rule learning. CYBCONF Szymon Bobek, Olgierd Grodzki, Grzegorz J. Nalepa
2015	—	`conf`	Understanding Context with ContextViewer - Tool for Visualization and Initial Preprocessing of Mobile Sensors Data. CONTEXT Szymon Bobek, Sebastian Dziadzio, Pawel Jaciów, Mateusz Slazynski, Grzegorz J. Nalepa
2014	—	`conf`	Challenges for Migration of Rule-Based Reasoning Engine to a Mobile Platform. MCSS Szymon Bobek, Grzegorz J. Nalepa, Mateusz Slazynski
2014	—	`conf`	Incomplete and Uncertain Data Handling in Context-Aware Rule-Based Systems with Modified Certainty Factors Algebra. RuleML Szymon Bobek, Grzegorz J. Nalepa
2014	—	`conf`	Integration of Activity Modeller with Bayesian Network Based Recommender for Business Processes. KESE@ECAI Szymon Bobek, Grzegorz J. Nalepa, Olgierd Grodzki
2014	—	`conf`	Migration of Rule Inference Engine to Mobile Platform. Challenges and Case Study. KESE@ECAI Mateusz Slazynski, Szymon Bobek, Grzegorz J. Nalepa
2014	J	`jnl`	Rule-based solution for context-aware reasoning on mobile devices. Comput. Sci. Inf. Syst. Grzegorz J. Nalepa, Szymon Bobek
2013	—	`conf`	Application of Bayesian Networks to Recommendations in Business Process Modeling. AIBP@AI*IA Szymon Bobek, Mateusz Baran, Krzysztof Kluza, Grzegorz J. Nalepa
2013	C	`conf`	Learning sensors usage patterns in mobile context-aware systems. FedCSIS Szymon Bobek, Krzysztof Porzycki, Grzegorz J. Nalepa
2013	—	`conf`	Mobile Context-Based Framework for Monitoring Threats in Urban Environment. MCSS Szymon Bobek, Grzegorz J. Nalepa, Weronika T. Adrian
2013	—	`conf`	Overview of Recommendation Techniques in Business Process Modeling. KESE Krzysztof Kluza, Mateusz Baran, Szymon Bobek, Grzegorz J. Nalepa
2012	B	`conf`	Combining AceWiki with a CAPTCHA System for Collaborative Knowledge Acquisition. ICTAI Grzegorz J. Nalepa, Weronika T. Adrian, Szymon Bobek, Piotr Maslanka
2011	—	`conf`	Algorithms for Rule Inference in Modularized Rule Bases. RuleML Europe Grzegorz J. Nalepa, Szymon Bobek, Antoni Ligeza, Krzysztof Kaczor
2011	—	`conf`	HalVA - Rule Analysis Framework for XTT2 Rules. RuleML Europe Grzegorz J. Nalepa, Szymon Bobek, Antoni Ligeza, Krzysztof Kaczor
2011	B	`conf`	How to Reason by HeaRT in a Semantic Knowledge-Based Wiki. ICTAI Weronika T. Adrian, Szymon Bobek, Grzegorz J. Nalepa, Krzysztof Kaczor, Krzysztof Kluza