Neural network explainable AI based on paraconsistent analysis: an extension

This paper explores the use of paraconsistent analysis for assessing neural networks from an explainable AI perspective. This is an early exploration paper aiming to understand whether paraconsistent analysis can be applied for understanding neural networks and whether it is worth further develop th...

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Bibliographic Details
Main Author: Marcondes, Francisco Supino (author)
Other Authors: Durães, Dalila Alves (author), Santos, Flávio Arthur Oliveira (author), Almeida, J. J. (author), Novais, Paulo (author)
Format: article
Language:eng
Published: 2021
Subjects:
Paraconsistent logic
Explainable AI
Neural network
Science & Technology
Online Access:http://hdl.handle.net/1822/75830
Country:Portugal
Oai:oai:repositorium.sdum.uminho.pt:1822/75830

Internet

http://hdl.handle.net/1822/75830

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