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xxAI - Beyond Explainable AI

Statistical machine learning (ML) has triggered a renaissance of artificial intelligence (AI). While the most successful ML models, including Deep Neural Networks (DNN), have developed better predictivity, they have become increasingly complex, at the expense of human interpretability (correlation vs. causality). The field of explainable AI (xAI) has emerged with the goal of creating tools and models that are both predictive and interpretable and understandable for humans.

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Detail Information
Series Title
Lecture Notes in Computer Science
Call Number
X, 397
Publisher
Springer Cham : Springer Cham.,
Collation
-
Language
English
ISBN/ISSN
-
Classification
NONE
Content Type
text
Media Type
computer
Carrier Type
online resource
Edition
1
Subject(s)
Artificial Intelligence,
Machine Learning
Specific Detail Info
-
Statement of Responsibility
Other Information
Cataloger
-
Source
https://link.springer.com/book/10.1007/978-3-031-04083-2
Validator
Suwardi
Digital Object Identifier (DOI)
-
Journal Volume
-
Journal Issue
-
Subtitle
-
Parallel Title
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