Explainable and Transparent AI and Multi-Agent Systems [electronic resource] : Third International Workshop, EXTRAAMAS 2021, Virtual Event, May 3-7, 2021, Revised Selected Papers / edited by Davide Calvaresi, Amro Najjar, Michael Winikoff, Kary Främling.
Contributor(s): Calvaresi, Davide [editor.]
| Najjar, Amro [editor.] | Winikoff, Michael [editor.] | Främling, Kary [editor.] | SpringerLink (Online service).
Material type: 
BookSeries: Lecture Notes in Artificial Intelligence: 12688Publisher: Cham : Springer International Publishing : Imprint: Springer, 2021Edition: 1st ed. 2021.Description: XIII, 345 p. 93 illus., 77 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783030820176.Subject(s): Multiagent systems | Machine theory | Machine learning | Application software | Computers, Special purpose | Social sciences -- Data processing | Multiagent Systems | Formal Languages and Automata Theory | Machine Learning | Computer and Information Systems Applications | Special Purpose and Application-Based Systems | Computer Application in Social and Behavioral SciencesAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 006.30285436 Online resources: Click here to access online XAI & Machine Learning -- XAI Vision, Understanding, Deployment and Evaluation -- XAI Applications -- XAI Logic and Argumentation -- Decentralized and Heterogeneous XAI.
This book constitutes the proceedings of the Third International Workshop on Explainable, Transparent AI and Multi-Agent Systems, EXTRAAMAS 2021, which was held virtually due to the COVID-19 pandemic. The 19 long revised papers and 1 short contribution were carefully selected from 32 submissions. The papers are organized in the following topical sections: XAI & machine learning; XAI vision, understanding, deployment and evaluation; XAI applications; XAI logic and argumentation; decentralized and heterogeneous XAI.
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