XAI2022: Explainable Artificial Intelligence (AI) Based Intelligent Systems for Society 5.0 Online Da Nang, Viet Nam, November 29-30, 2022 |
Conference website | https://sites.google.com/view/explainableai2022/home |
Submission link | https://easychair.org/conferences/?conf=xai2022 |
Abstract registration deadline | December 20, 2021 |
Submission deadline | May 30, 2022 |
This book focuses on the development and analysis of XAI based models and intelligent systems that can be utilized for Society 5.0. The issues of transparency, explainability, data fusion, and interpretability which are significant for the super smart society are being addressed through XAI based models and techniques. XAI based deep learning models, fuzzy and hybrid intelligent systems, expert systems, and intrinsic explainable models in context of Society 5.0 are also being presented in this book. Storing huge amounts of data or information in virtual space raises the issue of privacy and secrecy in Society 5.0 and thus XAI based intelligent techniques to handle this issue will also be explained here. The concept of Responsible AI which is the leading future direction of XAI with Society 5.0 is also being presented in this book. Finally, the application areas of XAI and related Case Studies are being presented in the concluding chapter of the book.
Submission Guidelines
All papers must be original and not simultaneously submitted to another journal or conference. The following paper categories are welcome:
Section 1: Foundations of XAI
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The Need for XAI: Fair and Ethical Decision-Making
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History and Current Development Trends in XAI
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Exploratory Data Analysis and Visualization
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Explainability in trust development
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Tools and techniques to promote XAI
Section 2: XAI for Society 5.0
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Role of XAI in Society 5.0
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XAI for Society 5.0: Requirements, Opportunities and Challenges
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Intelligent Systems for Transformation of Society 4.0 to Society 5.0
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Good Explanation for Society 5.0
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Explainable Intelligent Agents for Society 5.0
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Societal implications of XAI
Section 3: Technicalities of XAI in Society 5.0
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XAI Enabling Fairness, Accountability and Transparency in Society 5.0
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Interpretability and Comprehensibility in Society 5.0 using XAI
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Data Fusion with XAI for Society 5.0
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Interpretable Machine Learning and Deep Learning Models for Society 5.0
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XAI Based Fuzzy, Expert, and Hybrid Intelligent Systems for Society 5.0
Publication
XAI2022 proceedings will be published by by Elsevier
Contact
All questions about submissions should be emailed to ...