| 書目名稱 | Explainable Artificial Intelligence | | 副標題 | First World Conferen | | 編輯 | Luca Longo | | 視頻video | http://file.papertrans.cn/320/319289/319289.mp4 | | 叢書名稱 | Communications in Computer and Information Science | | 圖書封面 |  | | 描述 | This three-volume set constitutes the refereed proceedings of the?First World Conference on Explainable Artificial Intelligence, xAI 2023, held in Lisbon, Portugal, in July 2023.?.The 94 papers presented were thoroughly reviewed and selected from the 220 qualified submissions. They are organized in the following topical sections:??.Part I: Interdisciplinary perspectives, approaches and strategies for xAI;?Model-agnostic explanations, methods and techniques for xAI, Causality and Explainable AI;?Explainable AI in Finance, cybersecurity, health-care and biomedicine..Part II: Surveys, benchmarks, visual representations and applications for xAI;?xAI for decision-making and human-AI collaboration, for Machine Learning on Graphs with Ontologies and Graph Neural Networks;?Actionable eXplainable AI, Semantics and explainability, and Explanations for Advice-Giving Systems..Part III:?xAI for time series and Natural Language Processing;?Human-centered explanations and xAI for Trustworthy and Responsible AI;?Explainable and Interpretable AI with Argumentation, Representational Learning and concept extraction for xAI.. | | 出版日期 | Conference proceedings 2023 | | 關鍵詞 | artificial intelligence; interpretable machine learning; causal inference & explanations; argumentative | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-031-44064-9 | | isbn_softcover | 978-3-031-44063-2 | | isbn_ebook | 978-3-031-44064-9Series ISSN 1865-0929 Series E-ISSN 1865-0937 | | issn_series | 1865-0929 | | copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
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