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Explainable and Transparent AI and Multi-Agent Systems: 4th International Workshop, EXTRAAMAS 2022, Virtual Event, May 9–10, 2022, Revised Selected Papers [electronic resource]
서명 / 저자 Explainable and Transparent AI and Multi-Agent Systems [electronic resource] : 4th International Workshop, EXTRAAMAS 2022, Virtual Event, May 9–10, 2022, Revised Selected Papers / edited by Davide Calvaresi, Amro Najjar, Michael Winikoff, Kary Främling.
저자명 Calvaresi, Davide. editor. (orcid)0000-0001-9816-7439 https://orcid.org/0000-0001-9816-7439 edt http://id.loc.gov/vocabulary/relators/edt ; Najjar, Amro. editor. (orcid)0000-0001-7784-6176 https://orcid.org/0000-0001-7784-6176 edt http://id.loc.gov/vocabulary/relators/edt ; Winikoff, Michael. editor. (orcid)0000-0002-5545-7003 https://orcid.org/0000-0002-5545-7003 edt http://id.loc.gov/vocabulary/relators/edt ; Främling, Kary. editor. (orcid)0000-0002-8078-5172 https://orcid.org/0000-0002-8078-5172 edt http://id.loc.gov/vocabulary/relators/edt
단체명 SpringerLink (Online service)
발행사항 Cham : Springer International Publishing : Imprint: Springer, 2022.
Online Access https://doi.org/10.1007/978-3-031-15565-9 URL

서지기타정보

서지기타정보
청구기호 QA76.76.I58
판사항 1st ed. 2022.
형태사항 IX, 239 p. 38 illus., 31 illus. in color. online resource.
총서명 Lecture Notes in Artificial Intelligence, 2945-9141 ; 13283
언어 English
내용 Explainable Machine Learning -- Evaluation of importance estimators in deep learning classifiers for Computed Tomography -- Integration of local and global features explanation with global rules extraction and generation tools -- ReCCoVER: Detecting Causal Confusion for Explainable Reinforcement Learning -- Smartphone based grape leaf disease diagnosis and remedial system Assisted with explanations -- Explainable Neuro-Symbolic AI -- Recent Neural-Symbolic Approaches to ILP Based on Templates -- On the Design of PSyKI: a Platform for Symbolic Knowledge Injection into Sub-Symbolic Predictors -- Explainable Agents -- The Mirror Agent Model: a Bayesian Architecture for Interpretable Agent Behavior -- Semantic Web-based Interoperability for Intelligent Agents with PsyKE -- Case-based reasoning via comparing the strength order of features -- XAI Measures and Metrics -- Explainability Metrics and Properties for Counterfactual Explanation Methods -- The use of partial order relations and measure theory in developing objective measures of explainability -- AI & Law -- An Evaluation of Methodologies for Legal Formalization -- Risk and Exposure of XAI in Persuasion and Argumentation: The case of Manipulation -- Requirements for Tax XAI under Constitutional Principles and Human Rights.
주제 Multiagent systems.
Machine learning.
Compilers (Computer programs).
Natural language processing (Computer science).
Computer science.
Computers, Special purpose.
Multiagent Systems.
Machine Learning.
Compilers and Interpreters.
Natural Language Processing (NLP).
Theory of Computation.
Special Purpose and Application-Based Systems.
보유판 및 특별호 저록 Springer Nature eBook
Printed edition: 9783031155642 Printed edition: 9783031155666
ISBN 9783031155659
기타 표준번호 10.1007/978-3-031-15565-9
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