Deep Neural Networks and Explainable Machine Learning

From a general perspective, the most impressive results [1, 6] in Machine Learning have been recently obtained via black-box models, being Deep Neural Networks (DNNs) the major player in the game.

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Bibliographic Details
Published inFuzzy Logic and Applications Vol. 11291; pp. 253 - 256
Main Authors Maratea, Antonio, Ferone, Alessio
Format Book Chapter
LanguageEnglish
Published Switzerland Springer International Publishing AG 2019
Springer International Publishing
SeriesLecture Notes in Computer Science
Subjects
Deep Neural Networks
Granular Computing
XAI
Online AccessGet full text
ISBN9783030125431
3030125432
ISSN0302-9743
1611-3349
DOI10.1007/978-3-030-12544-8_23

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Summary:From a general perspective, the most impressive results [1, 6] in Machine Learning have been recently obtained via black-box models, being Deep Neural Networks (DNNs) the major player in the game.
ISBN:9783030125431
3030125432
ISSN:0302-9743
1611-3349
DOI:10.1007/978-3-030-12544-8_23