Tab-Trees: A CASE Tool for the Design of Extended Tabular Systems. - Antoni Ligeza; Igor Wojnicki; Grzegorz J. Nalepa (DEXA, 2001)

Designing Reliable Web Security Systems Using Rule-Based Systems Approach. - Grzegorz J. Nalepa; Antoni Ligeza (AWIC, 2003)

Security Systems Design and Analysis Using an Integrated Rule-Based Systems Approach. - Grzegorz J. Nalepa; Antoni Ligeza (AWIC, 2005)

Visual Design and On-line Verification of Tabular Rule-Based. - Antoni Ligeza; Grzegorz J. Nalepa (Leipziger Informatik-Tage, 2005)

Conceptual Modelling and Automated Implementation of Rule-Based Systems. - Grzegorz J. Nalepa; Antoni Ligeza (Software Engineering: Evolution and Emerging Technologies, 2005)

Formal Approach to Prototyping and Analysis of Modular Rule-Based Systems. - Marcin Szpyrka; Grzegorz J. Nalepa (Software Engineering: Evolution and Emerging Technologies, 2005)

Prolog-Based Analysis of Tabular Rule-Based Systems with XTT Approach. - Grzegorz J. Nalepa; Antoni Ligeza (FLAIRS, 2006)

A Unified Firewall Model for Web Security. - Grzegorz J. Nalepa (AWIC, 2007)

Visual Software Modelling with Extended Rule-based Model - A Knowledge-based Programming Solution for General Software Design. - Grzegorz J. Nalepa; Igor Wojnicki (ENASE, 2007)

Knowledge Representation with Granular Attributive Logic for XTT-Based Expert Systems. - Antoni Ligeza; Grzegorz J. Nalepa (FLAIRS, 2007)

Business Rules Design and Refinement Using the XTT Approach. - Grzegorz J. Nalepa (FLAIRS, 2007)

A Proposal of Hybrid Knowledge Engineering and Refinement Approach. - Grzegorz J. Nalepa; Igor Wojnicki (FLAIRS, 2007)

Prolog-Based Real-Time Intelligent Control of the Hexor Mobile Robot. - Piotr Matyasik; Grzegorz J. Nalepa; Piotr Ziecik (KI, 2007)

Using UML for Knowledge Engineering - A Critical Overview. - Grzegorz J. Nalepa; Igor Wojnicki (KESE, 2007)

Knowledge-Based Approach to the Executable Design Concept. - Grzegorz J. Nalepa; Igor Wojnicki (KESE, 2007)

Proposal of Generalized Rule Programming Model. - Grzegorz J. Nalepa; Igor Wojnicki (KESE, 2007)

Application of the XTT Rule-Based Model for Formal Design and Verification of Internet Security Systems. - Grzegorz J. Nalepa (SAFECOMP, 2007)

Proposal of Business Process and Rules Modeling with the XTT Method. - Grzegorz J. Nalepa (SYNASC, 2007)

Visual Generalized Rule Programming Model for Prolog with Hybrid Operators. - Grzegorz J. Nalepa; Igor Wojnicki (INAP/WLP, 2007)

XTT+ Rule Design Using the ALSV(FD). - Grzegorz J. Nalepa; Antoni Ligeza (RuleApps, 2008)

Granular Logic with Variables for Implementation of Extended Tabular Trees. - Antoni Ligeza; Grzegorz J. Nalepa (FLAIRS, 2008)

UServ Case Study, Conceptual Design with ARD+ Method. - Grzegorz J. Nalepa (FLAIRS, 2008)

Concept of an Interactive Web Portal for Teaching Prolog. - Grzegorz J. Nalepa; Igor Wojnicki (FLAIRS, 2008)

Towards Formalization of ARD+ Conceptual Design and Refinement Method. - Grzegorz J. Nalepa; Igor Wojnicki (FLAIRS, 2008)

ARD+ Design and Visualization Tool-Chain Prototype in Prolog. - Grzegorz J. Nalepa; Igor Wojnicki (FLAIRS, 2008)

Using UML state diagrams for visual modeling of business rules. - Konrad Kulakowski; Grzegorz J. Nalepa (IMCSIT, 2008)

Hierarchical rule design with HaDEs the HeKatE toolchain. - Grzegorz J. Nalepa; Igor Wojnicki (IMCSIT, 2008)

Prototype Prolog API for Mindstorms NXT. - Grzegorz J. Nalepa (KI, 2008)

UML Representation Proposal for XTT Rule Design Method. - Grzegorz J. Nalepa; Krzysztof Kluza (KESE, 2008)

VARDA Rule Design and Visualization Tool-Chain. - Grzegorz J. Nalepa; Igor Wojnicki (KI, 2008)

Proposal of a Prolog-based Knowledge Wiki. - Grzegorz J. Nalepa; Igor Wojnicki (KESE, 2008)

A Textual Subgroup Mining Approach for Rapid ARD+ Model Capture. - Martin Atzmueller; Grzegorz J. Nalepa (FLAIRS, 2009)

Verification of Distributed Knowledge in Semantic Knowledge Wikis. - Joachim Baumeister; Grzegorz J. Nalepa (FLAIRS, 2009)

XTT Rules Design and Implementation with Object-Oriented Methods. - Grzegorz J. Nalepa (FLAIRS, 2009)

On ALSV Rules Formulation and Inference. - Grzegorz J. Nalepa; Antoni Ligeza (FLAIRS, 2009)

PlWiki - A Generic Semantic Wiki Architecture. - Grzegorz J. Nalepa (ICCCI, 2009)

Proposal of a New Rule-Based Inference Scheme for the Semantic Web Applications. - Grzegorz J. Nalepa; Weronika T. Furmanska (ICCCI (SCI Volume), 2009)

Business rules design method for Business Process Management. - Grzegorz J. Nalepa; Maria Antonina Mach (IMCSIT, 2009)

Architecture of the HeaRT Hybrid Rule Engine. - Grzegorz J. Nalepa (ICAISC (2), 2010)

Visual Inference Specification Methods for Modularized Rulebases. Overview and Integration Proposal. - Krzysztof Kluza; Grzegorz J. Nalepa; Lukasz Lysik (KESE, 2010)

Pellet-HeaRT - Proposal of an Architecture for Ontology Systems with Rules. - Grzegorz J. Nalepa; Weronika T. Furmanska (KI, 2010)

The HeKatE methodology. Hybrid engineering of intelligent systems. - Grzegorz J. Nalepa; Antoni Ligeza (Int. J. Appl. Math. Comput. Sci., 2010)

Diki - Proposal of a heterogeneous semantic wiki system for nutritionists. - Grzegorz J. Nalepa; Krzysztof Sarapata; Weronika T. Furmanska; Pawel Góra; Krzysztof Kluza; Marta Noga (Bio Algorithms Med Syst., 2010)

Collective Knowledge Engineering with Semantic Wikis. - Grzegorz J. Nalepa (J. Univers. Comput. Sci., 2010)

Integration Proposal for Description Logic and Attributive Logic - Towards Semantic Web Rules. - Grzegorz J. Nalepa; Weronika T. Furmanska (Trans. Comput. Collect. Intell., 2010)

Declarative Design of Control Logic for Mindstorms NXT with XTT2 Method. - Grzegorz J. Nalepa; Blazej Biesiada (ICCCI (2), 2011)

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)

Proposal of Representing BPMN Diagrams with XTT2-Based Business Rules. - Krzysztof Kluza; Tomasz Maslanka; Grzegorz J. Nalepa; Antoni Ligeza (IDC, 2011)

Proposal of Formal Verification of Selected BPMN Models with Alvis Modeling Language. - Marcin Szpyrka; Grzegorz J. Nalepa; Antoni Ligeza; Krzysztof Kluza (IDC, 2011)

Prototypes of a Web System for Citizen Provided Information, Automatic Knowledge Extraction, Knowledge Management and GIS Integration. - Antoni Ligeza; Weronika T. Adrian; Sebastian Ernst; Grzegorz J. Nalepa; Marcin Szpyrka; Michal Czapko; Pawel Grzesiak; Marcin Krzych (MCSS, 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)

Overview of Knowledge Formalization with XTT2 Rules. - Grzegorz J. Nalepa; Antoni Ligeza; Krzysztof Kaczor (RuleML Europe, 2011)

Formalization and Modeling of Rules Using the XTT2 Method. - Grzegorz J. Nalepa; Antoni Ligeza; Krzysztof Kaczor (Int. J. Artif. Intell. Tools, 2011)

Loki - Semantic Wiki with Logical Knowledge Representation. - Grzegorz J. Nalepa (Trans. Comput. Collect. Intell., 2011)

A study of methodological issues in design and development of rule-based systems: proposal of a new approach. - Antoni Ligeza; Grzegorz J. Nalepa (WIREs Data Mining Knowl. Discov., 2011)

Square Complexity Metrics for Business Process Models. - Krzysztof Kluza; Grzegorz J. Nalepa; Janusz Lisiecki (ABICT, 2012)

Distributed and Collaborative Knowledge Management Using an Ontology-Based System. - Weronika T. Adrian; Antoni Ligeza; Grzegorz J. Nalepa; Krzysztof Kaczor (AI4KM@ECAI, 2012)

Critical evaluation of the XTT2 rule representation through comparison with CLIPS. - Krzysztof Kaczor; Grzegorz J. Nalepa (KESE@ECAI, 2012)

Proposal of a rule-based testing framework for the automation of the unit testing process. - Grzegorz J. Nalepa; Krzysztof Kaczor (ETFA, 2012)

Proposal of automation of the collaborative modeling and evaluation of business processes using a semantic wiki. - Grzegorz J. Nalepa; Krzysztof Kluza; Urszula Ciaputa (ETFA, 2012)

Proposal of Square Metrics for Measuring Business Process Model Complexity . - Krzysztof Kluza; Grzegorz J. Nalepa (FedCSIS, 2012)

AI Approach to Formal Analysis of BPMN Models. Towards a Logical Model for BPMN Diagrams. - Antoni Ligeza; Krzysztof Kluza; Grzegorz J. Nalepa; Tomasz Potempa (FedCSIS, 2012)

Enriching Business Processes with Rules Using the Oryx BPMN Editor. - Krzysztof Kluza; Krzysztof Kaczor; Grzegorz J. Nalepa (ICAISC (2), 2012)

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

Web-Based Knowledge Acquisition and Management System Supporting Collaboration for Improving Safety in Urban Environment. - Weronika T. Adrian; Przemyslaw Ciezkowski; Krzysztof Kaczor; Antoni Ligeza; Grzegorz J. Nalepa (MCSS, 2012)

Uml Representation for Rule-Based Application Models with XTT2-Based Business Rules. - Grzegorz J. Nalepa; Krzysztof Kluza (Int. J. Softw. Eng. Knowl. Eng., 2012)

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

Automatic Generation of Business Process Models Based on Attribute Relationship Diagrams. - Krzysztof Kluza; Grzegorz J. Nalepa (Business Process Management Workshops, 2013)

Inconsistency Handling in Collaborative Knowledge Management. - Weronika T. Adrian; Antoni Ligeza; Grzegorz J. Nalepa (FedCSIS, 2013)

A Hierarchical Approach for Configuring Business Processes. - Mateusz Baran; Krzysztof Kluza; Grzegorz J. Nalepa; Antoni Ligeza (FedCSIS, 2013)

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

Towards Rule-oriented Business Process Model Generation. - Krzysztof Kluza; Grzegorz J. Nalepa (FedCSIS, 2013)

Towards a Better Understanding of Context-Aware Applications. - Emilian Pascalau; Grzegorz J. Nalepa; Krzysztof Kluza (FedCSIS, 2013)

Semantically-Driven Rule Interoperability - Concept Proposal. - Krzysztof Kaczor; Grzegorz J. Nalepa (ICAISC (2), 2013)

Proposal of an Inference Engine Architecture for Business Rules and Processes. - Grzegorz J. Nalepa; Krzysztof Kluza; Krzysztof Kaczor (ICAISC (2), 2013)

HaDEsclipse - Integrated Environment for Rules (Tool Presentation). - Krzysztof Kaczor; Grzegorz J. Nalepa; Krzysztof Kutt (KESE, 2013)

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

Usefulness of Inconsistency in Collaborative Knowledge Authoring in Semantic Wiki. - Weronika T. Adrian; Grzegorz J. Nalepa; Antoni Ligeza (KICSS, 2013)

Conceptualizing an User-Centric Approach for Context-Aware Business Applications in the Future Internet Environment. - Emilian Pascalau; Grzegorz J. Nalepa (KICSS, 2013)

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

Towards Rule Interoperability: Design of Drools Rule Bases Using the XTT2 Method. - Krzysztof Kaczor; Krzysztof Kluza; Grzegorz J. Nalepa (Trans. Comput. Collect. Intell., 2013)

Integration of Business Processes with Visual Decision Modeling. Presentation of the HaDEs Toolchain. - Krzysztof Kluza; Krzysztof Kaczor; Grzegorz J. Nalepa (Business Process Management Workshops, 2014)

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)

Can the Generation of Test Cases for Unit Testing be Automated with Rules? - Grzegorz J. Nalepa; Krzysztof Kutt; Krzysztof Kaczor (ICAISC (2), 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)

Cognitive enhancement: How to increase chance of survival in the jungle? - Krzysztof Kutt; Artur Gunia; Grzegorz J. Nalepa (CYBCONF, 2015)

Opportunities for Business Process semantization in open-source process execution environments. - Krzysztof Kluza; Krzysztof Kaczor; Grzegorz J. Nalepa; Mateusz Slazynski (FedCSIS, 2015)

Unifying business concepts for SMEs with Prosecco ontology. - Grzegorz J. Nalepa; Mateusz Slazynski; Krzysztof Kutt; Edyta Kucharska; Adam Luszpaj (FedCSIS, 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)

SBVRwiki a Web-Based Tool for Authoring of Business Rules. - Grzegorz J. Nalepa; Krzysztof Kluza; Krzysztof Kaczor (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)

A Multi-level Hierarchical Approach for Configuring Business Processes. - Mateusz Baran; Krzysztof Kluza; Grzegorz J. Nalepa; Antoni Ligeza (Advances in ICT for Business, Industry and Public Sector, 2015)

Generation of Hierarchical Business Process Models from Attribute Relationship Diagrams. - Krzysztof Kluza; Grzegorz J. Nalepa (Advances in ICT for Business, Industry and Public Sector, 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)

Towards Rule-based Pattern Perspective for BPMN 2.0 Business Process Models. - Krzysztof Kluza; Grzegorz J. Nalepa (FedCSIS, 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)

Affective Design Patterns in Computer Games. Scrollrunner Case Study. - Grzegorz J. Nalepa; Barbara Gizycka; Krzysztof Kutt; Jan K. Argasinski (FedCSIS (Communication Papers), 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)

Semantically Enhanced Navigation System Using Augmented Reality. - Krzysztof Kutt; Grzegorz J. Nalepa; Dominik Burdzy (MCSS, 2017)

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

From Process Models to Concurrent Systems in Alvis Language. - Marcin Szpyrka; Grzegorz J. Nalepa; Krzysztof Kluza (Informatica, 2017)

A method for generation and design of business processes with business rules. - Krzysztof Kluza; Grzegorz J. Nalepa (Inf. Softw. Technol., 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)

Techniques for Construction and Integration of Rule Bases. - Grzegorz J. Nalepa (Advances in Data Analysis with Computational Intelligence Methods, 2018)

Emotion in Models Meets Emotion in Design: Building True Affective Games. - Barbara Gizycka; Grzegorz J. Nalepa (GEM, 2018)

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 (HSI, 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)

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)

Explainability of Formal Models of Argumentation Applied to Legal Domain. - Michal Araszkiewicz; Grzegorz J. Nalepa (XAILA@JURIX, 2018)

"AIded with emotions" - a new design approach towards affective computer systems. - Barbara Gizycka; Grzegorz J. Nalepa; Pawel Jemiolo (CoRR, 2018)

Cognitive assistants. - Ângelo Costa; Paulo Novais; Vicente Julián; Grzegorz J. Nalepa (Int. J. Hum. Comput. Stud., 2018)

Modeling with Rules Using Semantic Knowledge Engineering - Grzegorz J. Nalepa (Springer, 2018)

Applying Affective Design Patterns in VR Firefighter Training Simulator. - Jan K. Argasinski; Grzegorz J. Nalepa; Pawel Strojny; Pawel Wegrzyn (AfCAI, 2019)

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)

Towards a formal specification of local search neighborhoods from a constraint satisfaction problem structure. - Mateusz Slazynski; Salvador Abreu; Grzegorz J. Nalepa (GECCO (Companion), 2019)

Knowledge-based Development of Games Using Design Patterns Ontology. - Barbara Gizycka; Krzysztof Kutt; Grzegorz J. Nalepa (SEMANTiCS (Posters & Demos), 2019)

Prototypes of Arcade Games Enabling Affective Interaction. - Pawel Jemiolo; Barbara Gizycka; Grzegorz J. Nalepa (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)

Generating Local Search Neighborhood with Synthesized Logic Programs. - Mateusz Slazynski; Salvador Abreu; Grzegorz J. Nalepa (ICLP Technical Communications, 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)

Affective computing in ambient intelligence systems. - Grzegorz J. Nalepa; José T. Palma-Méndez; María Trinidad Herrero Ezquerro (Future Gener. Comput. Syst., 2019)

Formal Model of Business Processes Integrated with Business Rules. - Krzysztof Kluza; Grzegorz J. Nalepa (Inf. Syst. Frontiers, 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)

A Voice-Based Travel Recommendation System Using Linked Open Data. - Krzysztof Kutt; Sebastian Skoczen; Grzegorz J. Nalepa (ICCS (3), 2021)

Smart Data for Goods and Vehicle Monitoring - Practical Considerations on Data Semantization. - Krzysztof Kutt; Piotr Nowara; Rafal Szczur; Grazyna Barnowska; Grzegorz J. Nalepa (ICTAI, 2021)

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

Bartle Taxonomy-based Game for Affective and Personality Computing Research. - Laura Zuchowska; Krzysztof Kutt; Grzegorz J. Nalepa (MRC@IJCAI, 2021)

Jarvis for Aeroengine Analytics: A Speech Enhanced Virtual Reality Demonstrator Based on Mining Knowledge Databases. - Slawomir Konrad Tadeja; Krzysztof Kutt; Yupu Lu; Pranay Seshadri; Grzegorz J. Nalepa; Per Ola Kristensson (CoRR, 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)

Conformance Checking for Time-Series-Aware Processes. - Víctor Rodríguez-Fernández; Agnieszka Trzcionkowska; Antonio González-Pardo; Edyta Brzychczy; Grzegorz J. Nalepa; David Camacho (IEEE Trans. Ind. Informatics, 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)

The Artificial Intelligence Act. A Jurisprudential View. - Michal Araszkiewicz; Grzegorz J. Nalepa; Radoslaw Palosz (IAIL@HHAI, 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)

Evaluation of Selected APIs for Emotion Recognition from Facial Expressions. - Krzysztof Kutt; Piotr Sobczyk; Grzegorz J. Nalepa (IWINAC (1), 2022)

Forecasting Daily Cash Flows in a Company - Shortcoming in the Research Field and Solution Exploration. - Bartlomiej Malkus; Grzegorz J. Nalepa (LOD (1), 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)

Emotion-based Dynamic Difficulty Adjustment in Video Games. - Krzysztof Kutt; Lukasz Sciga; Grzegorz J. Nalepa (DSAA, 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)

XAI for Predictive Maintenance. - João Gama 001; Slawomir Nowaczyk; Sepideh Pashami; Rita P. Ribeiro; Grzegorz J. Nalepa; Bruno Veloso (KDD, 2023)

Deep Learning-Based Emotion Detection in Aphasia Patients. - David Ortiz-Perez; Pablo Ruiz-Ponce; Javier Rodríguez-Juan; David Tomás 001; José García Rodríguez 001; Grzegorz J. Nalepa (SOCO (2), 2023)

Indoor Scenes Video Captioning. - Javier Rodríguez-Juan; David Ortiz-Perez; José García Rodríguez 001; David Tomás 001; Grzegorz J. Nalepa (SOCO (2), 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)

Imperative vs. Declarative Modeling of Industrial Process. The Case Study of the Longwall Shearer Operation. - Edyta Brzychczy; Marcin Szpyrka; Jacek Korski; Grzegorz J. Nalepa (IEEE Access, 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)

Loki - the semantic wiki for collaborative knowledge engineering. - Krzysztof Kutt; Grzegorz J. Nalepa (Expert Syst. Appl., 2023)

DeepVATS: Deep Visual Analytics for Time Series. - Víctor Rodríguez-Fernández; David Montalvo; Francesco Piccialli; Grzegorz J. Nalepa; David Camacho (Knowl. Based Syst., 2023)

Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. - 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; et al. (Inf. Fusion, 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)

Human-in-the-Loop for Personality Dynamics: Proposal of a New Research Approach. - Krzysztof Kutt; Marzena Kutt; Bartosz Kawa; Grzegorz J. Nalepa (IWINAC, 2024)

Emotion Prediction in Real-Life Scenarios: On the Way to the BIRAFFE3 Dataset. - Krzysztof Kutt; Grzegorz J. Nalepa (IWINAC, 2024)

TAO: A document- and person-centric ontology for storing rich metadata of manuscripts. - Luiz do Valle Miranda; Jakub Gomulka; Krzysztof Kutt; Grzegorz J. Nalepa (JOWO, 2024)

Evaluation and Comparison of Emotionally Evocative Image Augmentation Methods. - Jan Ignatowicz; Krzysztof Kutt; Grzegorz J. Nalepa (KES, 2024)

From Medical Consultation to Diagnosis Generation Using Deep Learning. - David Ortiz-Perez; Alejandro Merino-Balaguer; Javier Rodríguez-Juan; José García Rodríguez 001; David Tomás 001; Grzegorz J. Nalepa (SOCO (2), 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)

Microsoft Cloud-based Digitization Workflow with Rich Metadata Acquisition for Cultural Heritage Objects. - Krzysztof Kutt; Jakub Gomulka; Luiz do Valle Miranda; Grzegorz J. Nalepa (CoRR, 2024)

Advancing Manuscript Metadata: Work in Progress at the Jagiellonian University. - Luiz do Valle Miranda; Krzysztof Kutt; 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)

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)

Decision-making systems improvement based on explainable artificial intelligence approaches for predictive maintenance. - Lala H. Rajaoarisoa; Raubertin Randrianandraina; Grzegorz J. Nalepa; João Gama 001 (Eng. Appl. Artif. Intell., 2025)

Fuzzy Particle Filtering Based Approach for Battery RUL Prediction With Uncertainty Reduction Strategies. - GwanPil Kim; Jason J. Jung; Dong Kyu Kim; Min Koo; Grzegorz J. Nalepa; Slawomir Nowaczyk (Expert Syst. J. Knowl. Eng., 2025)

Integrating advanced vision-language models for context recognition in risks assessment. - Javier Rodríguez-Juan; David Ortiz-Perez; José García Rodríguez 001; David Tomás 001; Grzegorz J. Nalepa (Neurocomputing, 2025)

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)

Position Paper: Metadata Enrichment Model: Integrating Neural Networks and Semantic Knowledge Graphs for Cultural Heritage Applications. - Jan Ignatowicz; Krzysztof Kutt; Grzegorz J. Nalepa (CoRR, 2025)

Knowledge Graphs for Digitized Manuscripts in Jagiellonian Digital Library Application. - Jan Ignatowicz; Krzysztof Kutt; Grzegorz J. Nalepa (CoRR, 2025)

Unfolding the Past: A Comprehensive Deep Learning Approach to Analyzing Incunabula Pages. - Klaudia Ropel; Krzysztof Kutt; Luiz do Valle Miranda; Grzegorz J. Nalepa (CoRR, 2025)

Explaining Time Series Classifiers with PHAR: Rule Extraction and Fusion from Post-hoc Attributions. - Maciej Mozolewski; Szymon Bobek; Grzegorz J. Nalepa (CoRR, 2025)