Explainable and Transparent AI and Multi-Agent Systems [electronic resource] : Third International Workshop, EXTRAAMAS 2021, Virtual Event, May 3–7, 2021, Revised Selected Papers /

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Material type: Text

TextSeries: Lecture Notes in Artificial Intelligence ; 12688Publisher: Cham : Springer International Publishing : Imprint: Springer, 2021Edition: 1st ed. 2021Description: XIII, 345 p. 93 illus., 77 illus. in color. online resourceContent type:

text

Media type:

computer

Carrier type:

online resource

ISBN:

9783030820176

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Additional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification:

006.30285436 23

LOC classification:

QA76.76.I58

Online resources:

Click here to access online

Contents:

XAI & Machine Learning -- XAI Vision, Understanding, Deployment and Evaluation -- XAI Applications -- XAI Logic and Argumentation -- Decentralized and Heterogeneous XAI.

In: Springer Nature eBookSummary: 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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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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