Special Session @ FUZZ-IEEE 2025: Explainable Artificial Intelligence Methods in Healthcare (July 2025)

Special Session @ FUZZ-IEEE 2025: Ethical, Legal, Social Implications of Computational Intelligence  (July 2025)

Workshop @ ECAI 2025: MAI-XAI - 2nd Workshop on Multimodal, Affective and Interactive eXplainable AI (October 2025)

Workshop @ ECAI 2025: EXPLIMED - 2nd Workshop on Explainable Artificial Intelligence for the medical domain (October 2025)

Plenary lecture @ EUSFLAT 2025: The role of fuzzy linguistic summaries: new methods and challenges (July 2025)

Special Issue @ Information Systems Frontiers (Springer) : Explainability in Human-Centric AI (Submission Deadline: July 15, 2025)

Workshop @ IEEE BHI 2024: Foundational Ethics in AI Model Development for Healthcare: Technical Challenges and Solutions (November 2024)

Workshop @ ECAI 2024: MAI-XAI - Multimodal, Affective and Interactive eXplainable AI (October 2024)

Workshop @ ECAI 2024: Explainable Artificial Intelligence for the medical domain - EXPLIMED (October 2024)

Tutorial @ IEEE-IS 2024: Fuzzy Networks for Explainable Artificial Intelligence (August 2024)

Invited session @ IEEE-IS 2024: Explainable Artificial Intelligence - Theory and Applications (August 2024)

Panel @ IEEE-WCCI2024: Explainable Artificial Intelligence Recent Developments and Future Aspirations (July 2024)

Tutorial @ IEEE-WCCI2024: Using Fuzzy Sets and Systems for Explainable Artificial Intelligence - How and Why (July 2024)

Tutorial @ IEEE-WCCI2024: Interpretable Fuzzy Networks for Explainable Artificial Intelligence (July 2024)

Special Session @ FUZZ-IEEE 2024 (IEEE-WCCI2024): Advances on Explainable AI (July 2024)

Special Session @ FUZZ-IEEE 2024 (IEEE-WCCI2024): Collaborative Learning of Trustworthy Computational Intelligence Systems (July 2024)

Special Session @ IEEE-EAIS 2024: Explainable Online Learning from Uncertain Data Streams (May 2024)

Special Session @ EUSFLAT2023: Imprecision modeling and management in XAI systems [Special Session 5] (September 2023)

Special Session @ FUZZ-IEEE 2023: Advances on Explainable AI (August 2023)

Panel @ IEEE CAI 2023: Explainable AI: Current Challenges and Future Perspective (June 2023)

Journal Special Issue @ IEEE CIM: "Artificial Intelligence eXplained (AI-X)" (January 2023)

IEEE CIS Webinar: "The Explainability Challenge in Descriptive Analytics: Do We Understand the Data?" (November 2022)

Journal Special Issue: "AI Ethics and Trust: From Principles to Practice" (IEEE Intelligent Systems, Submission: November 2022)

Special Session @ FUZZ-IEEE 2022 (IEEE-WCCI2022): Advances on Explainable AI (July 2022)

Journal Special Issue: "Models of Representation in Computational Intelligence" (IEEE Computational Intelligence Magazine, Submission: June 2022)

Journal Special Issue: "Modeling imprecise information and knowledge to improve explainability in AI" (Information Science, Submission: November 2021 - January 2022)

Journal Special Issue @ IEEE CIM: "Explainable and Trustworthy Artificial Intelligence" (2022) 

Journal Special Issue: "Explainable Deep Learning for Medical Image Processing and Analysis (XDLMIPA)" (IEEE Transactions on Emerging Topics in Computational Intelligence, Submission:  December 2021)

Special Session @ EUSFLAT 2021: Explainable AI (September 2021)

Special Session @ FUZZ-IEEE 2021: Advances on Explainable AI (July 2021) [Session1] [Session2]

Competition @ FUZZ-IEEE 2021: Explainable Energy Prediction (July 2021) [video]

• Winner: Dilini Rajapaksha & Christoph Bergmeir

• Runner-up: Boris Rabinovich & Kasun Bandara

• Finalist: Young ho Cho et al.

Tutorial @ FUZZ-IEEE 2021: Explainable Fuzzy Systems: Paving the way from Interpretable Fuzzy Systems to Explainable Artificial Intelligence (July 2021) [video]

IEEE CIS Webinar: "Explainable Fuzzy Systems" (June 2021)

Special Session @ IEEE WCCI 2020: Advances on Explainable AI (July 2020)

Tutorial @ IEEE WCCI 2020: Paving the way from Interpretable Fuzzy Systems to Explainable Artificial Intelligence Systems (July 2020)

Panel @ IEEE WCCI 2020: Explainability and Interpretablility When Using Fuzzy Sets and Systems: Opportunities and Challenges (July 2020)

Plenary lecture @ ICEDEG 2025: Co-design of a Trustworthy AI-Driven Voice-Based System in Mental Health Monitoring (June 2025)

Tutorial @ ICEDEG 2025: Fundamentals of (and Tools for) Trustworthy Artificial Intelligence in Smart Health (June 2025)

Plenary lecture @ 6th International Symposium on Fuzzy Sets: Explaining Evolving Data (May 2025) 

Journal Special Issue: "Digital Trust for Artificial Intelligence" (IEEE Transactions on Emerging Topics in Computational Intelligence, Submission: December 2024)

Journal Special Issue: "Granular Computing for Explainable Artificial Intelligence" (Cognitive Computation, Submission: February 2024)

Research presentation @ BCS Events: Introduction to Explainable Artificial Intelligence (April 2024)

Journal Special Issue: "Responsible AI Engineering (RAIE)" (IEEE Transactions on Artificial Intelligence, Submission: October 2023)

Journal Special Issue: "Trustworthy Artificial Intelligence" (ACM Transactions on Knowledge Discovery from Data, Submission: September 2023)

Explainable Fuzzy Challenge (XFC) (From Sep 2022 to Mar 2023)

The World Conference on Explainable Artificial Intelligence (July 2023)

Journal Special Issue: "Information Theoretic Methods for the Generalization, Robustness and Interpretability of Machine Learning" (IEEE Transactions on Neural Networks and Learning Systems, Submission: October 2022)

Journal Special Issue: "Human-Centered Intelligent Systems" (Soft Computing, Submission: May 2022)

Journal Special Issue: "Explainable Representation Learning-based Intelligent Inspection and Maintenance of Complex Systems" (IEEE Transactions on Neural Networks and Learning Systems, Submission: April 2022)

Journal Special Issue: "Explainable and Generalizable Deep Learning for Medical Imaging" (IEEE Transactions on Neural Networks and Learning Systems, Submission: April 2022)

Joint EurAI Advanced Course on AI, TAILOR Summer School: The theme of the School is Explainable AI (June 13-17, 2022)

Journal Special Issue: "The Role of Ontologies and Knowledge in Explainable AI" (Semantic Web Journal, Submission: February 2022)

Workshop on "Explainable Agency in Artificial Intelligence" @ "36th AAAI Conference on Artificial Intelligence" (AAAI 2022) (February 2022) (Submission: Nov 2021) 

European AI Regulation Week (October 2021)

Seminars on Explainable Artificial Intelligence:  Distinguished seminars on Explainable AI 

• Cynthia Rudin - Interpretable Neural Networks for Computer Vision

• Przemyslaw Biecek - Trust, but verify. How explainable artificial intelligence can be used to validate predictive models

• Freddy Lecue - Explanation in AI: Watch the Semantic Gap!

Journal Special Issue: "Explainable Artificial Intelligence for Healthcare" (Future Generation Computer Systems, Submission: July 2021)

Workshop on "Explainable AI" @ CD-MAKE2021 (August 2021)

Workshop on "Data meets Applied Ontologies in XAI" @ "Bratislava Knowledge September" (BAKS2021) (September 2021)

Workshop on "Explainable Agency in Artificial Intelligence" @ "35th AAAI Conference on Artificial Intelligence" (AAAI 2021) (February 2021) (Submission: 9 Nov 2020)

Journal Special Issue: "Explainable Artificial Intelligence for Cyber Threat Intelligence (XAI-CTI) Applications" (IEEE Transactions on Dependable and Secure Computing, Submission: January 2021)

Journal Special Issue: "Advances in Explainable AI and Responsible AI" (Information Fusion, Submission: December 2020)

Journal Special Issue: "Granular Computing for Evolving Explainable Models" (Evolving Systems, Submission: December 2020)

Journal Special Issue: "Explainable AI (XAI) for Web-based Information Processing" (Information Processing & Management, Submission: December 2020)

Workshop XAI@INLG2020 (December 2020)

Plenary Talk @ SCIS&ISIS2020: Interactive Natural Language Technology for Human-Centric Explainable Artificial Intelligence (December 2020)

Invited Talk @ BRACIS2020: Paving the way from Fuzzy Logic towards Explainable Artificial Intelligence (October 2020)

Journal Special Issue: "Fuzzy Systems Toward Human-Explainable Artificial Intelligence and Their Applications" (IEEE Transactions on Fuzzy Systems, Submission: October 2020)

Journal Special Issue: "Explainable AI" (Applied Sciences, Submission: September 2020)

Journal Special Issue: "Explainable AI in Systems Neuroscience" (Frontiers, Submission: September 2020)

Workshop on XAI@INLG2019 (November 2019)

Special session on XAI@IEEESMC2019 (October 2019)

Special session on XAI@FUZZ-IEEE2019 (June 2019)

Special session on XAI@IPMU2018  (June 2018)