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Explainable and Transparent AI and Multi-Agent Systems : Third International Workshop, EXTRAAMAS 2021, Virtual Event, May 3-7, 2021, Revised Selected Papers / edited by Davide Calvaresi, Amro Najjar, Michael Winikoff, Kary Främling.
- Format:
- Book
- Series:
- Computer Science (SpringerNature-11645)
- Lecture notes in computer science. Lecture notes in artificial intelligence ; 12688
- Lecture Notes in Artificial Intelligence ; 12688
- Language:
- English
- Subjects (All):
- 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 Sciences.
- Local Subjects:
- 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 Sciences.
- Physical Description:
- 1 online resource (XIII, 345 pages) : 93 illustrations, 77 illustrations in color.
- Edition:
- 1st ed. 2021.
- Contained In:
- Springer Nature eBook
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2021.
- System Details:
- text file PDF
- Summary:
- 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 and machine learning; XAI vision, understanding, deployment and evaluation; XAI applications; XAI logic and argumentation; decentralized and heterogeneous XAI.
- Contents:
- XAI and Machine Learning
- XAI Vision, Understanding, Deployment and Evaluation
- XAI Applications
- XAI Logic and Argumentation
- Decentralized and Heterogeneous XAI.
- Other Format:
- Printed edition:
- ISBN:
- 978-3-030-82017-6
- 9783030820176
- Access Restriction:
- Restricted for use by site license.
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