Grzegorz J. Nalepa
Orcid: 0000-0002-8182-4225
According to our database1,
Grzegorz J. Nalepa
authored at least 204 papers
between 2001 and 2024.
Collaborative distances:
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Bibliography
2024
Semantic data mining-based decision support for quality assessment in steel industry.
Expert Syst. J. Knowl. Eng., February, 2024
User-centric evaluation of explainability of AI with and for humans: a comprehensive empirical study.
CoRR, 2024
CoRR, 2024
Microsoft Cloud-based Digitization Workflow with Rich Metadata Acquisition for Cultural Heritage Objects.
CoRR, 2024
CoRR, 2024
Artificial Intelligence Approaches for Predictive Maintenance in the Steel Industry: A Survey.
CoRR, 2024
Proceedings of the Explainable Artificial Intelligence, 2024
Proceedings of the Artificial Intelligence for Neuroscience and Emotional Systems, 2024
Proceedings of the Artificial Intelligence for Neuroscience and Emotional Systems, 2024
Visual Explanations and Perturbation-Based Fidelity Metrics for Feature-Based Models.
Proceedings of the Computational Science - ICCS 2024, 2024
Proceedings of the Computational Science - ICCS 2024, 2024
Proceedings of the Computational Science - ICCS 2024, 2024
Towards Differentiating Between Failures and Domain Shifts in Industrial Data Streams.
Proceedings of Workshop on Embracing Human-Aware AI in Industry 5.0 (HAII5.0 2024) co-located with the 27th European Conference on Artificial Intelligence (ECAI 2024), 2024
2023
Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends.
Inf. Fusion, December, 2023
Expert Syst. Appl., August, 2023
KnAC: an approach for enhancing cluster analysis with background knowledge and explanations.
Appl. Intell., June, 2023
Imperative vs. Declarative Modeling of Industrial Process. The Case Study of the Longwall Shearer Operation.
IEEE Access, 2023
Proceedings of the Joint Proceedings of the xAI-2023 Late-breaking Work, 2023
Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023
Proceedings of the 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023), 2023
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
Proceedings of the Computational Science - ICCS 2023, 2023
Proceedings of the Computational Science - ICCS 2023, 2023
Proceedings of the Computational Science - ICCS 2023, 2023
Proceedings of the Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30, 2023
Proceedings of the Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30, 2023
Visual Patterns in an Interactive App for Analysis Based on Control Charts and SHAP Values.
Proceedings of the Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30, 2023
Proceedings of the Artificial Intelligence. ECAI 2023 International Workshops - XAI³, TACTIFUL, XI-ML, SEDAMI, RAAIT, AI4S, HYDRA, AI4AI, Kraków, Poland, September 30, 2023
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023
Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023
Poster: Application of knowledge transfer to ML-based Quality Decision Support practice in the steel manufacturing process.
Proceedings of the 15th Biannual Conference of the Italian SIGCHI Chapter, 2023
Proceedings of the 15th Biannual Conference of the Italian SIGCHI Chapter, 2023
2022
Anomaly Detection in Asset Degradation Process Using Variational Autoencoder and Explanations.
Sensors, 2022
Enhancing Cluster Analysis With Explainable AI and Multidimensional Cluster Prototypes.
IEEE Access, 2022
Forecasting Daily Cash Flows in a Company - Shortcoming in the Research Field and Solution Exploration.
Proceedings of the Machine Learning, Optimization, and Data Science, 2022
Proceedings of the Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence, 2022
Proceedings of the Workshop on Semantic Techniques for Narrative-Based Understanding co-located with 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022), 2022
Proceedings of the Computational Science - ICCS 2022, 2022
Proceedings of the Computational Science - ICCS 2022, 2022
Proceedings of the Workshop on Imagining the AI Landscape after the AI Act (IAIL 2022) co-located with 1st International Conference on Hybrid Human-Artificial Intelligence (HHAI 2022), 2022
Roll Wear Prediction in Strip Cold Rolling with Physics-Informed Autoencoder and Counterfactual Explanations.
Proceedings of the 9th IEEE International Conference on Data Science and Advanced Analytics, 2022
2021
BIRAFFE2: The 2nd Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems.
Dataset, December, 2021
IEEE Trans. Ind. Informatics, 2021
Sensors, 2021
Jarvis for Aeroengine Analytics: A Speech Enhanced Virtual Reality Demonstrator Based on Mining Knowledge Databases.
CoRR, 2021
Proceedings of the Twelfth International Workshop Modelling and Reasoning in Context (MRC 2021) co-located with the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021
Proceedings of the Twelfth International Workshop Modelling and Reasoning in Context (MRC 2021) co-located with the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021
Smart Data for Goods and Vehicle Monitoring - Practical Considerations on Data Semantization.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021
Proceedings of the Computational Science - ICCS 2021, 2021
Proceedings of the Computational Science - ICCS 2021, 2021
Proceedings of the Computational Science - ICCS 2021, 2021
Proceedings of the Computational Science - ICCS 2021, 2021
Proceedings of the Computational Science - ICCS 2021, 2021
Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021
Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021
2020
BIRAFFE2: The 2nd Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems.
Dataset, June, 2020
Dataset, June, 2020
The BIRAFFE2 Experiment. Study in Bio-Reactions and Faces for Emotion-based Personalization for AI Systems.
CoRR, 2020
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2020, 2020
Proceedings of the Artificial Intelligence and Soft Computing, 2020
Proceedings of the Eleventh International Workshop Modelling and Reasoning in Context co-located with the 24th European Conference on Artificial Intelligence, 2020
Proceedings of the International Workshop on Knowledge Representation and Representation Learning co-located with the 24th European Conference on Artificial Intelligence (ECAI 2020), 2020
2019
Dataset, September, 2019
Analysis and Use of the Emotional Context with Wearable Devices for Games and Intelligent Assistants.
Sensors, 2019
Inf. Syst. Frontiers, 2019
Future Gener. Comput. Syst., 2019
Future Gener. Comput. Syst., 2019
Expert Syst. J. Knowl. Eng., 2019
Proceedings of the Proceedings 35th International Conference on Logic Programming (Technical Communications), 2019
Building Trust to AI Systems Through Explainability. Technical and legal perspectives.
Proceedings of the 2nd EXplainable AI in Law Workshop (XAILA 2019) co-located with 32nd International Conference on Legal Knowledge and Information Systems (JURIX 2019), 2019
Proceedings of the Artificial Intelligence and Soft Computing, 2019
Proceedings of the Posters and Demo Track of the 15th International Conference on Semantic Systems co-located with 15th International Conference on Semantic Systems (SEMANTiCS 2019), Karlsruhe, Germany, September 9th - to, 2019
Towards a formal specification of local search neighborhoods from a constraint satisfaction problem structure.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Proceedings of the 3rd Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2019), 2019
Proceedings of the 3rd Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2019), 2019
2018
Intelligent Systems Reference Library 130, Springer, ISBN: 978-3-319-66654-9, 2018
CoRR, 2018
Proceedings of the EXplainable AI in Law Workshop co-located with the 31st International Conference on Legal Knowledge and Information Systems, 2018
On the Opportunities for Using Mobile Devices for Activity Monitoring and Understanding in Mining Applications.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Towards the Development of Sensor Platform for Processing Physiological Data from Wearable Sensors.
Proceedings of the Artificial Intelligence and Soft Computing, 2018
BandReader - A Mobile Application for Data Acquisition from Wearable Devices in Affective Computing Experiments.
Proceedings of the 11th International Conference on Human System Interaction, 2018
Proceedings of the IEEE Games, Entertainment, Media Conference, 2018
Proceedings of the Advances in Data Analysis with Computational Intelligence Methods, 2018
Proceedings of the Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2018), 2018
2017
Pervasive Mob. Comput., 2017
Inf. Softw. Technol., 2017
Future Gener. Comput. Syst., 2017
Proceedings of the Multimedia Communications, Services and Security, 2017
Proceedings of the Artificial Intelligence and Soft Computing, 2017
Proceedings of the Artificial Intelligence and Soft Computing, 2017
Proceedings of the Communication Papers of the 2017 Federated Conference on Computer Science and Information Systems, 2017
2016
Mobile context-based framework for threat monitoring in urban environment with social threat monitor.
Multim. Tools Appl., 2016
Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, 2016
AfCAI systems: Affective Computing with Context Awareness for Ambient Intelligence. Research proposal.
Proceedings of the Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2016), 2016
Affective Computing Experiments in Virtual Reality with Wearable Sensors. Methodological considerations and preliminary results.
Proceedings of the Workshop on Affective Computing and Context Awareness in Ambient Intelligence (AfCAI 2016), 2016
2015
Generation of Hierarchical Business Process Models from Attribute Relationship Diagrams.
Proceedings of the Advances in ICT for Business, Industry and Public Sector, 2015
Proceedings of the Advances in ICT for Business, Industry and Public Sector, 2015
Compact Representation of Conditional Probability for Rule-Based Mobile Context-Aware Systems.
Proceedings of the Rule Technologies: Foundations, Tools, and Applications, 2015
Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), 2015
Proceedings of the Artificial Intelligence and Soft Computing, 2015
Capturing Dynamics of Mobile Context-Aware Systems with Rules and Statistical Analysis of Historical Data.
Proceedings of the Artificial Intelligence and Soft Computing, 2015
Proceedings of the Artificial Intelligence and Soft Computing, 2015
Proceedings of the 18th International Conference on Information Fusion, 2015
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015
Opportunities for Business Process semantization in open-source process execution environments.
Proceedings of the 2015 Federated Conference on Computer Science and Information Systems, 2015
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015
Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015
Understanding Context with ContextViewer - Tool for Visualization and Initial Preprocessing of Mobile Sensors Data.
Proceedings of the Modeling and Using Context, 2015
2014
Comput. Sci. Inf. Syst., 2014
Incomplete and Uncertain Data Handling in Context-Aware Rule-Based Systems with Modified Certainty Factors Algebra.
Proceedings of the Rules on the Web. From Theory to Applications, 2014
Proceedings of the Multimedia Communications, Services and Security, 2014
Proceedings of the Artificial Intelligence and Soft Computing, 2014
Proceedings of 10th Workshop on Knowledge Engineering and Software Engineering (KESE10) co-located with 21st European Conference on Artificial Intelligence (ECAI 2014), 2014
Integration of Activity Modeller with Bayesian Network Based Recommender for Business Processes.
Proceedings of 10th Workshop on Knowledge Engineering and Software Engineering (KESE10) co-located with 21st European Conference on Artificial Intelligence (ECAI 2014), 2014
Integration of Business Processes with Visual Decision Modeling. Presentation of the HaDEs Toolchain.
Proceedings of the Business Process Management Workshops, 2014
2013
Trans. Comput. Collect. Intell., 2013
Proceedings of the Multimedia Communications, Services and Security, 2013
Conceptualizing an User-Centric Approach for Context-Aware Business Applications in the Future Internet Environment.
Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013
Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013
Proceedings of 9th Workshop on Knowledge Engineering and Software Engineering (KESE9) co-located with the 36th German Conference on Artificial Intelligence (KI2013), 2013
Proceedings of 9th Workshop on Knowledge Engineering and Software Engineering (KESE9) co-located with the 36th German Conference on Artificial Intelligence (KI2013), 2013
Proceedings of the Artificial Intelligence and Soft Computing, 2013
Proceedings of the Artificial Intelligence and Soft Computing, 2013
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013
Automatic Generation of Business Process Models Based on Attribute Relationship Diagrams.
Proceedings of the Business Process Management Workshops, 2013
Proceedings of the Workshop AI Meets Business Processes 2013 co-located with the 13th Conference of the Italian Association for Artificial Intelligence (AI*IA 2013), 2013
2012
Int. J. Softw. Eng. Knowl. Eng., 2012
Web-Based Knowledge Acquisition and Management System Supporting Collaboration for Improving Safety in Urban Environment.
Proceedings of the Multimedia Communications, Services and Security, 2012
Proceedings of the IEEE 24th International Conference on Tools with Artificial Intelligence, 2012
Proceedings of the Artificial Intelligence and Soft Computing, 2012
AI Approach to Formal Analysis of BPMN Models. Towards a Logical Model for BPMN Diagrams.
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012
Proposal of automation of the collaborative modeling and evaluation of business processes using a semantic wiki.
Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation, 2012
Proposal of a rule-based testing framework for the automation of the unit testing process.
Proceedings of 2012 IEEE 17th International Conference on Emerging Technologies & Factory Automation, 2012
Proceedings of 8th Workshop on Knowledge Engineering and Software Engineering, 2012
Proceedings of the Artificial Intelligence for Knowledge Management, 2012
Proceedings of the Advances in Business ICT, 2012
2011
A study of methodological issues in design and development of rule-based systems: proposal of a new approach.
WIREs Data Mining Knowl. Discov., 2011
Trans. Comput. Collect. Intell., 2011
Int. J. Artif. Intell. Tools, 2011
Proceedings of the Rule-Based Reasoning, Programming, and Applications, 2011
Proceedings of the Rule-Based Reasoning, Programming, and Applications, 2011
Proceedings of the Rule-Based Reasoning, Programming, and Applications, 2011
Prototypes of a Web System for Citizen Provided Information, Automatic Knowledge Extraction, Knowledge Management and GIS Integration.
Proceedings of the Multimedia Communications, Services and Security, 2011
Proposal of Formal Verification of Selected BPMN Models with Alvis Modeling Language.
Proceedings of the Intelligent Distributed Computing V - Proceedings of the 5th International Symposium on Intelligent Distributed Computing - IDC 2011, Delft, The Netherlands, 2011
Proceedings of the Intelligent Distributed Computing V - Proceedings of the 5th International Symposium on Intelligent Distributed Computing - IDC 2011, Delft, The Netherlands, 2011
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011
Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011
2010
Integration Proposal for Description Logic and Attributive Logic - Towards Semantic Web Rules.
Trans. Comput. Collect. Intell., 2010
Diki - Proposal of a heterogeneous semantic wiki system for nutritionists.
Bio Algorithms Med Syst., 2010
Int. J. Appl. Math. Comput. Sci., 2010
Proceedings of the KI 2010: Advances in Artificial Intelligence, 2010
Visual Inference Specification Methods for Modularized Rulebases. Overview and Integration Proposal.
Proceedings of the 6th Workshop on Knowledge Engineering and Software Engineering, 2010
Proceedings of the Artifical Intelligence and Soft Computing, 2010
2009
Proceedings of the International Multiconference on Computer Science and Information Technology, 2009
Proceedings of the New Challenges in Computational Collective Intelligence [selected papers from the 1st International Conference on Collective Intelligence, 2009
Proceedings of the Computational Collective Intelligence. Semantic Web, 2009
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009
2008
Proceedings of the 4th Workshop on Knowledge Engineering and Software Engineering (KESE-2008) at the 31st German Conference on Artificial Intelligence, 2008
Proceedings of the KI 2008: Advances in Artificial Intelligence, 2008
Proceedings of the 4th Workshop on Knowledge Engineering and Software Engineering (KESE-2008) at the 31st German Conference on Artificial Intelligence, 2008
Proceedings of the KI 2008: Advances in Artificial Intelligence, 2008
Proceedings of the International Multiconference on Computer Science and Information Technology, 2008
Proceedings of the International Multiconference on Computer Science and Information Technology, 2008
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008
Proceedings of the Twenty-First International Florida Artificial Intelligence Research Society Conference, 2008
Proceedings of the 2nd East European Workshop on Rule-Based Applications (RuleApps 2008) at the 18th European Conference on Artificial Intelligence, 2008
2007
Proceedings of the Applications of Declarative Programming and Knowledge Management, 2007
Proceedings of the Ninth International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2007
Application of the XTT Rule-Based Model for Formal Design and Verification of Internet Security Systems.
Proceedings of the Computer Safety, 2007
Proceedings of the 3rd Workshop on Knowledge Engineering and Software Engineering (KESE 2007) at the 30th German Conference on Artificial Intelligence (KI-2007), 2007
Proceedings of the 3rd Workshop on Knowledge Engineering and Software Engineering (KESE 2007) at the 30th German Conference on Artificial Intelligence (KI-2007), 2007
Proceedings of the 3rd Workshop on Knowledge Engineering and Software Engineering (KESE 2007) at the 30th German Conference on Artificial Intelligence (KI-2007), 2007
Proceedings of the KI 2007: Advances in Artificial Intelligence, 2007
Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007
Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007
Knowledge Representation with Granular Attributive Logic for XTT-Based Expert Systems.
Proceedings of the Twentieth International Florida Artificial Intelligence Research Society Conference, 2007
Visual Software Modelling with Extended Rule-based Model - A Knowledge-based Programming Solution for General Software Design.
Proceedings of the ENASE 2007, 2007
Proceedings of the Advances in Intelligent Web Mastering, Proceedings of the 5th Atlantic Web Intelligence Conference - AWIC 2007, Fontainebleau, France, June 25, 2007
2006
Proceedings of the Nineteenth International Florida Artificial Intelligence Research Society Conference, 2006
2005
Proceedings of the Software Engineering: Evolution and Emerging Technologies, 2005
Proceedings of the Software Engineering: Evolution and Emerging Technologies, 2005
Proceedings of the Marktplatz Internet: von E-Learning bis E-Payment, 2005
Security Systems Design and Analysis Using an Integrated Rule-Based Systems Approach.
Proceedings of the Advances in Web Intelligence Third International Atlantic Web IntelligenceConference, 2005
2003
Proceedings of the Web Intelligence, 2003
2001
Proceedings of the Database and Expert Systems Applications, 12th International Conference, 2001