Grzegorz J. Nalepa

ORCID

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 96

Top Venues

Publications

Maciej Mozolewski, Szymon Bobek, Grzegorz J. Nalepa
Visual Explanations and Perturbation-Based Fidelity Metrics for Feature-Based Models. ICCS (4) (2024)
Jan Ignatowicz, Krzysztof Kutt, Grzegorz J. Nalepa
Evaluation and Comparison of Emotionally Evocative Image Augmentation Methods. CoRR (2024)
Krzysztof Kutt, Marzena Kutt, Bartosz Kawa, Grzegorz J. Nalepa
Human-in-the-Loop for Personality Dynamics: Proposal of a New Research Approach. IWINAC (2024)
Jakub Jakubowski, Natalia Wojak-Strzelecka, Rita P. Ribeiro, Sepideh Pashami, Szymon Bobek, João Gama, Grzegorz J. Nalepa
Artificial Intelligence Approaches for Predictive Maintenance in the Steel Industry: A Survey. CoRR (2024)
Luiz do Valle Miranda, Krzysztof Kutt, Grzegorz J. Nalepa
Advancing Manuscript Metadata: Work in Progress at the Jagiellonian University. CoRR (2024)
Abdallah Alabdallah, Jakub Jakubowski, Sepideh Pashami, Szymon Bobek, Mattias Ohlsson, Thorsteinn S. Rögnvaldsson, Grzegorz J. Nalepa
Understanding Survival Models Through Counterfactual Explanations. ICCS (4) (2024)
Krzysztof Kutt, Grzegorz J. Nalepa
Emotion Prediction in Real-Life Scenarios: On the Way to the BIRAFFE3 Dataset. IWINAC (2024)
Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa
Semantic data mining-based decision support for quality assessment in steel industry. Expert Syst. J. Knowl. Eng. 41 (2) (2024)
Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa
Assessment of Explainable Anomaly Detection for Monitoring of Cold Rolling Process. ICCS (5) (2024)
Edyta Kuk, Szymon Bobek, Grzegorz J. Nalepa
Explainable proactive control of industrial processes. J. Comput. Sci. 81 (2024)
Krzysztof Kutt, Jakub Gomulka, Luiz do Valle Miranda, Grzegorz J. Nalepa
Microsoft Cloud-based Digitization Workflow with Rich Metadata Acquisition for Cultural Heritage Objects. CoRR (2024)
João Gama, Slawomir Nowaczyk, Sepideh Pashami, Rita P. Ribeiro, Grzegorz J. Nalepa, Bruno Veloso
XAI for Predictive Maintenance. KDD (2023)
Edyta Brzychczy, Marcin Szpyrka, Jacek Korski, Grzegorz J. Nalepa
Imperative vs. Declarative Modeling of Industrial Process. The Case Study of the Longwall Shearer Operation. IEEE Access 11 (2023)
Szymon Bobek, Grzegorz J. Nalepa
Local Universal Rule-based Explanations. CoRR (2023)
Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa
Improving Understandability of Explanations with a Usage of Expert Knowledge. ECAI Workshops (2) (2023)
Szymon Bobek, Slawomir Nowaczyk, João Gama, Sepideh Pashami, Rita P. Ribeiro, Zahra Taghiyarrenani, Bruno Veloso, Lala H. Rajaoarisoa, Maciej Szelazek, Grzegorz J. Nalepa
Why Industry 5.0 Needs XAI 2.0? xAI (Late-breaking Work, Demos, Doctoral Consortium) (2023)
Krzysztof Kutt, Grzegorz J. Nalepa
Loki - the semantic wiki for collaborative knowledge engineering. Expert Syst. Appl. 224 (2023)
David Ortiz-Perez, Pablo Ruiz-Ponce, Javier Rodríguez-Juan, David Tomás, José García Rodríguez, Grzegorz J. Nalepa
Deep Learning-Based Emotion Detection in Aphasia Patients. SOCO (2) (2023)
Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa
Explainable Anomaly Detection in Industrial Streams. ECAI Workshops (1) (2023)
Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa
Towards Online Anomaly Detection in Steel Manufacturing Process. ICCS (4) (2023)
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
Explainable Predictive Maintenance. CoRR (2023)
Edyta Kuk, Szymon Bobek, Grzegorz J. Nalepa
ML-Based Proactive Control of Industrial Processes. ICCS (2) (2023)
Maciej Szelazek, Dan Hudson, Szymon Bobek, Grzegorz J. Nalepa, Martin Atzmueller
Enhanced Explanations for Knowledge-Augmented Clustering using Subgroup Discovery. DSAA (2023)
Víctor Rodríguez-Fernández, David Montalvo, Francesco Piccialli, Grzegorz J. Nalepa, David Camacho
DeepVATS: Deep Visual Analytics for Time Series. Knowl. Based Syst. 277 (2023)
Michal Kuk, Szymon Bobek, Bruno Veloso, Lala H. Rajaoarisoa, Grzegorz J. Nalepa
Feature Importances as a Tool for Root Cause Analysis in Time-Series Events. ICCS (5) (2023)
Javier Rodríguez-Juan, David Ortiz-Perez, José García Rodríguez, David Tomás, Grzegorz J. Nalepa
Indoor Scenes Video Captioning. SOCO (2) (2023)
Szymon Bobek, Michal Kuk, Jakub Brzegowski, Edyta Brzychczy, Grzegorz J. Nalepa
KnAC: an approach for enhancing cluster analysis with background knowledge and explanations. Appl. Intell. 53 (12) (2023)
Iwona Grabska-Gradzinska, Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa
Visual Patterns in an Interactive App for Analysis Based on Control Charts and SHAP Values. ECAI Workshops (2) (2023)
Jakub Jakubowski, Szymon Bobek, Grzegorz J. Nalepa
Poster: Human-in-the-Loop Anomaly Detection in Industrial Data Streams. CHItaly (2023)
Szymon Bobek, Slawomir Nowaczyk, Sepideh Pashami, Zahra Taghiyarrenani, Grzegorz J. Nalepa
Towards Explainable Deep Domain Adaptation. ECAI Workshops (1) (2023)
Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa
Poster: Application of knowledge transfer to ML-based Quality Decision Support practice in the steel manufacturing process. CHItaly (2023)
Victor Rodríguez-Fernández, David Montalvo, Francesco Piccialli, Grzegorz J. Nalepa, David Camacho
DeepVATS: Deep Visual Analytics for Time Series. CoRR (2023)
Krzysztof Kutt, Lukasz Sciga, Grzegorz J. Nalepa
Emotion-based Dynamic Difficulty Adjustment in Video Games. DSAA (2023)
J. M. Górriz, I. Álvarez Illán, Agustín Álvarez Marquina, Juan Eloy Arco, Martin Atzmüller, F. Ballarini, Emilia I. Barakova, Guido Bologna, María Paula Bonomini, Germán Castellanos-Domínguez, Diego Castillo-Barnes, S. B. Cho, A. Ricardo Contreras, J. M. Cuadra, Enrique Domínguez, Francisco Domínguez-Mateos, Richard J. Duro, David A. Elizondo, Antonio Fernández-Caballero, Eduardo Fernández, Marco A. Formoso, Nicolás Gallego-Molina, Javier Gamazo, Javier González Jiménez, Jacob Rodriguez-Rivero, Carlos Garre del Olmo, F. Javier Garrigós, Andrés Gómez-Rodellar, Pedro Gómez Vilda, Manuel Graña, Bernabé Rodríguez-Tapia, Sophie C. F. Hendrikse, Carmen Jimenez-Mesa, Marina Jodra-Chuan, Vicente Julián, G. Gabriela Kotz, Krzysztof Kutt, Matthew Leming, Javier de Lope Asiaín, Beatriz del Cisne Macas Ordónez, V. Marrero-Aguiar, J. J. Martinez, Francisco Jesús Martínez-Murcia, Rafael Martínez-Tomás, Jirí Mekyska, Grzegorz J. Nalepa, Paulo Novais, D. Orellana, Andrés Ortiz, Daniel Palacios-Alonso, José T. Palma, A. Pereira, Pedro Pinacho Davidson, M. A. Pinninghoff, M. Ponticorvo, Alexandra Psarrou, Javier Ramírez, Mariano Rincón, V. Rodellar-Biarge, Ignacio Rodríguez-Rodríguez, Peter H. M. P. Roelofsma, José Santos, Diego Salas-Gonzalez, Pedro Salcedo Lagos, Fermín Segovia, Afshin Shoeibi, M. Silva, Dragan Simic, John Suckling, Jan Treur, Athanasios Tsanas, Ramiro Varela, S. H. Wang, W. Wang, Y. D. Zhang, H. Zhu, Z. Zhu, J. M. Ferrández-Vicente
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. Inf. Fusion 100 (2023)
Krzysztof Kutt, Piotr Sobczyk, Grzegorz J. Nalepa
Evaluation of Selected APIs for Emotion Recognition from Facial Expressions. IWINAC (1) (2022)
Szymon Bobek, Michal Kuk, Maciej Szelazek, Grzegorz J. Nalepa
Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster Prototypes. IEEE Access 10 (2022)
Bartlomiej Malkus, Grzegorz J. Nalepa
Forecasting Daily Cash Flows in a Company - Shortcoming in the Research Field and Solution Exploration. LOD (1) (2022)
Maciej Mozolewski, Samaneh Jamshidi, Szymon Bobek, Grzegorz J. Nalepa
Explain Your Clusters with Words. The Role of Metadata in Interactive Clustering. SEM4NBU@IJCAI (2022)
Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa
Roll Wear Prediction in Strip Cold Rolling with Physics-Informed Autoencoder and Counterfactual Explanations. DSAA (2022)
Michal Araszkiewicz, Grzegorz J. Nalepa, Radoslaw Palosz
The Artificial Intelligence Act. A Jurisprudential View. IAIL@HHAI (2022)
Michal Kuk, Szymon Bobek, Grzegorz J. Nalepa
Comparing Explanations from Glass-Box and Black-Box Machine-Learning Models. ICCS (3) (2022)
Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa
Anomaly Detection in Asset Degradation Process Using Variational Autoencoder and Explanations. Sensors 22 (1) (2022)
Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa
Performance of Explainable AI Methods in Asset Failure Prediction. ICCS (4) (2022)
Krzysztof Kutt, Dominika Drazyk, Szymon Bobek, Grzegorz J. Nalepa
Personality-Based Affective Adaptation Methods for Intelligent Systems. Sensors 21 (1) (2021)
Krzysztof Kutt, Laura Zuchowska, Szymon Bobek, Grzegorz J. Nalepa
People in the Context - an Analysis of Game-based Experimental Protocol. MRC@IJCAI (2021)
Szymon Bobek, Grzegorz J. Nalepa
Introducing Uncertainty into Explainable AI Methods. ICCS (6) (2021)
Grzegorz J. Nalepa, Szymon Bobek, Krzysztof Kutt, Martin Atzmueller
Semantic Data Mining in Ubiquitous Sensing: A Survey. Sensors 21 (13) (2021)
Víctor Rodríguez-Fernández, Agnieszka Trzcionkowska, Antonio González-Pardo, Edyta Brzychczy, Grzegorz J. Nalepa, David Camacho
Conformance Checking for Time-Series-Aware Processes. IEEE Trans. Ind. Informatics 17 (2) (2021)
Slawomir Konrad Tadeja, Krzysztof Kutt, Yupu Lu, Pranay Seshadri, Grzegorz J. Nalepa, Per Ola Kristensson
Jarvis for Aeroengine Analytics: A Speech Enhanced Virtual Reality Demonstrator Based on Mining Knowledge Databases. CoRR (2021)
Szymon Bobek, Grzegorz J. Nalepa
Augmenting Automatic Clustering with Expert Knowledge and Explanations. ICCS (4) (2021)
Krzysztof Kutt, Sebastian Skoczen, Grzegorz J. Nalepa
A Voice-Based Travel Recommendation System Using Linked Open Data. ICCS (3) (2021)
Szymon Bobek, Michal Kuk, Jakub Brzegowski, Edyta Brzychczy, Grzegorz J. Nalepa
KnAC: an approach for enhancing cluster analysis with background knowledge and explanations. CoRR (2021)
Jakub Jakubowski, Przemyslaw Stanisz, Szymon Bobek, Grzegorz J. Nalepa
Explainable anomaly detection for Hot-rolling industrial process. DSAA (2021)
Krzysztof Kutt, Piotr Nowara, Rafal Szczur, Grazyna Barnowska, Grzegorz J. Nalepa
Smart Data for Goods and Vehicle Monitoring - Practical Considerations on Data Semantization. ICTAI (2021)
Szymon Bobek, Pawel Balaga, Grzegorz J. Nalepa
Towards Model-Agnostic Ensemble Explanations. ICCS (4) (2021)
Laura Zuchowska, Krzysztof Kutt, Grzegorz J. Nalepa
Bartle Taxonomy-based Game for Affective and Personality Computing Research. MRC@IJCAI (2021)
Michal Kuk, Szymon Bobek, Grzegorz J. Nalepa
Explainable clustering with multidimensional bounding boxes. DSAA (2021)
Szymon Bobek, Maciej Mozolewski, Grzegorz J. Nalepa
Explanation-Driven Model Stacking. ICCS (6) (2021)
Szymon Bobek, Magdalena M. Tragarz, Maciej Szelazek, Grzegorz J. Nalepa
Explaining Machine Learning Models of Emotion Using the BIRAFFE Dataset. ICAISC (2) (2020)
Szymon Bobek, Agnieszka Trzcionkowska, Edyta Brzychczy, Grzegorz J. Nalepa
Cluster Discovery from Sensor Data Incorporating Expert Knowledge. KR4L@ECAI (2020)
Krzysztof Kutt, Dominika Drazyk, Maciej Szelazek, Szymon Bobek, Grzegorz J. Nalepa
The BIRAFFE2 Experiment. Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems. CoRR (2020)
Laura Zuchowska, Krzysztof Kutt, Krzysztof Geleta, Szymon Bobek, Grzegorz J. Nalepa
Affective Games Provide Controlable Context. Proposal of an Experimental Framework. MRC@ECAI (2020)
Maciej Szelazek, Szymon Bobek, Antonio González-Pardo, Grzegorz J. Nalepa
Towards the Modeling of the Hot Rolling Industrial Process. Preliminary Results. IDEAL (1) (2020)
Mateusz Slazynski, Salvador Abreu, Grzegorz J. Nalepa
Towards a formal specification of local search neighborhoods from a constraint satisfaction problem structure. GECCO (Companion) (2019)
Grzegorz J. Nalepa, Krzysztof Kutt, Szymon Bobek
Mobile platform for affective context-aware systems. Future Gener. Comput. Syst. 92 (2019)
Pawel Jemiolo, Barbara Gizycka, Grzegorz J. Nalepa
Prototypes of Arcade Games Enabling Affective Interaction. ICAISC (2) (2019)
Krzysztof Kutt, Dominika Drazyk, Pawel Jemiolo, Szymon Bobek, Barbara Gizycka, Víctor Rodríguez-Fernández, Grzegorz J. Nalepa
BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization. AfCAI (2019)
Grzegorz J. Nalepa, Krzysztof Kutt, Barbara Gizycka, Pawel Jemiolo, Szymon Bobek
Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants. Sensors 19 (11) (2019)
Szymon Bobek, Grzegorz J. Nalepa, Mateusz Slazynski
HEARTDROID - Rule engine for mobile and context-aware expert systems. Expert Syst. J. Knowl. Eng. 36 (1) (2019)
Mateusz Slazynski, Salvador Abreu, Grzegorz J. Nalepa
Generating Local Search Neighborhood with Synthesized Logic Programs. ICLP Technical Communications (2019)
Grzegorz J. Nalepa, Michal Araszkiewicz, Slawomir Nowaczyk, Szymon Bobek
Building Trust to AI Systems Through Explainability. Technical and legal perspectives. XAILA@JURIX (2019)
Jan K. Argasinski, Grzegorz J. Nalepa, Pawel Strojny, Pawel Wegrzyn
Applying Affective Design Patterns in VR Firefighter Training Simulator. AfCAI (2019)
Krzysztof Kluza, Grzegorz J. Nalepa
Formal Model of Business Processes Integrated with Business Rules. Inf. Syst. Frontiers 21 (5) (2019)
Grzegorz J. Nalepa, José T. Palma-Méndez, María Trinidad Herrero Ezquerro
Affective computing in ambient intelligence systems. Future Gener. Comput. Syst. 92 (2019)
Barbara Gizycka, Krzysztof Kutt, Grzegorz J. Nalepa
Knowledge-based Development of Games Using Design Patterns Ontology. SEMANTiCS Posters&Demos (2019)
Krzysztof Kutt, Grzegorz J. Nalepa, Barbara Gizycka, Pawel Jemiolo, Marcin Adamczyk
BandReader - A Mobile Application for Data Acquisition from Wearable Devices in Affective Computing Experiments. HSI (2018)
Grzegorz J. Nalepa, Edyta Brzychczy, Szymon Bobek
On the Opportunities for Using Mobile Devices for Activity Monitoring and Understanding in Mining Applications. IDEAL (2) (2018)
Barbara Gizycka, Grzegorz J. Nalepa, Pawel Jemiolo
"AIded with emotions" - a new design approach towards affective computer systems. CoRR (2018)
Ângelo Costa, Paulo Novais, Vicente Julián, Grzegorz J. Nalepa
Cognitive assistants. Int. J. Hum. Comput. Stud. 117 (2018)
Grzegorz J. Nalepa
Techniques for Construction and Integration of Rule Bases. Advances in Data Analysis with Computational Intelligence Methods (2018)
Barbara Gizycka, Grzegorz J. Nalepa
Emotion in Models Meets Emotion in Design: Building True Affective Games. GEM (2018)
Grzegorz J. Nalepa, Krzysztof Kutt, Szymon Bobek, Barbara Gizycka
Development of Mobile Platform for Affect Interpretation. Current Progress. AfCAI (2018)
Michal Araszkiewicz, Grzegorz J. Nalepa
Explainability of Formal Models of Argumentation Applied to Legal Domain. XAILA@JURIX (2018)
Krzysztof Kutt, Wojciech Binek, Piotr Misiak, Grzegorz J. Nalepa, Szymon Bobek
Towards the Development of Sensor Platform for Processing Physiological Data from Wearable Sensors. ICAISC (2) (2018)
Krzysztof Kutt, Grzegorz J. Nalepa, Dominik Burdzy
Semantically Enhanced Navigation System Using Augmented Reality. MCSS (2017)
Szymon Bobek, Grzegorz J. Nalepa
Uncertainty handling in rule-based mobile context-aware systems. Pervasive Mob. Comput. 39 (2017)
Krzysztof Kluza, Grzegorz J. Nalepa
A method for generation and design of business processes with business rules. Inf. Softw. Technol. 91 (2017)
Szymon Bobek, Grzegorz J. Nalepa
Uncertain context data management in dynamic mobile environments. Future Gener. Comput. Syst. 66 (2017)
Szymon Bobek, Grzegorz J. Nalepa, Przemyslaw Babiarz
Web-Based Editor for Structured Rule Bases. ICAISC (2) (2017)
Mateusz Slazynski, Grzegorz J. Nalepa, Szymon Bobek, Krzysztof Kutt
Semantic Annotations for Mediation of Complex Rule Systems. ICAISC (2) (2017)
Grzegorz J. Nalepa, Barbara Gizycka, Krzysztof Kutt, Jan K. Argasinski
Affective Design Patterns in Computer Games. Scrollrunner Case Study. FedCSIS (Communication Papers) (2017)
Marcin Szpyrka, Grzegorz J. Nalepa, Krzysztof Kluza
From Process Models to Concurrent Systems in Alvis Language. Informatica 28 (3) (2017)
Grzegorz J. Nalepa, Krzysztof Kutt, Szymon Bobek, Mateusz Z. Lepicki
AfCAI systems: Affective Computing with Context Awareness for Ambient Intelligence. Research proposal. AfCAI (2016)
Grzegorz J. Nalepa, Jan K. Argasinski, Krzysztof Kutt, Pawel Wegrzyn, Szymon Bobek, Mateusz Z. Lepicki
Affective Computing Experiments in Virtual Reality with Wearable Sensors. Methodological considerations and preliminary results. AfCAI (2016)
Krzysztof Kluza, Grzegorz J. Nalepa
Towards Rule-based Pattern Perspective for BPMN 2.0 Business Process Models. FedCSIS (2016)
Szymon Bobek, Grzegorz J. Nalepa, Antoni Ligeza, Weronika T. Adrian, Krzysztof Kaczor
Mobile context-based framework for threat monitoring in urban environment with social threat monitor. Multim. Tools Appl. 75 (17) (2016)
Szymon Bobek, Grzegorz J. Nalepa, Olgierd Grodzki
Automated Discovery of Mobile Users Locations with Improved K-means Clustering. ICAISC (2015)
Grzegorz J. Nalepa, Mateusz Slazynski, Krzysztof Kutt, Edyta Kucharska, Adam Luszpaj
Unifying business concepts for SMEs with Prosecco ontology. FedCSIS (2015)
Szymon Bobek, Sebastian Dziadzio, Pawel Jaciów, Mateusz Slazynski, Grzegorz J. Nalepa
Understanding Context with ContextViewer - Tool for Visualization and Initial Preprocessing of Mobile Sensors Data. CONTEXT (2015)
Krzysztof Kluza, Krzysztof Kaczor, Grzegorz J. Nalepa, Mateusz Slazynski
Opportunities for Business Process semantization in open-source process execution environments. FedCSIS (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Grzegorz J. Nalepa