EXPLAINING AND IMPROVING DEEP NEURAL NETWORKS VIA CONCEPT-BASED EXPLANATIONS

Ph.D

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Bibliographic Details
Main Author:	SANDAREKA KUMUDU KUMARI WICKRAMANAYAKE
Other Authors:	COMPUTER SCIENCE
Format:	Theses and Dissertations
Language:	English
Published:	2022
Subjects:	Interpretable Artificial Intelligence, Deep Neural Networks, Convolutional Neural Networks, Interpretability, Concept-based Explanations
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/218215
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Institution:	National University of Singapore
Language:	English

id	sg-nus-scholar.10635-218215
record_format	dspace
spelling	sg-nus-scholar.10635-2182152022-03-31T18:00:45Z EXPLAINING AND IMPROVING DEEP NEURAL NETWORKS VIA CONCEPT-BASED EXPLANATIONS SANDAREKA KUMUDU KUMARI WICKRAMANAYAKE COMPUTER SCIENCE Hsu Wynne Lee Mong Li Interpretable Artificial Intelligence, Deep Neural Networks, Convolutional Neural Networks, Interpretability, Concept-based Explanations Ph.D DOCTOR OF PHILOSOPHY (SOC) 2022-03-31T18:00:45Z 2022-03-31T18:00:45Z 2021-11-09 Thesis SANDAREKA KUMUDU KUMARI WICKRAMANAYAKE (2021-11-09). EXPLAINING AND IMPROVING DEEP NEURAL NETWORKS VIA CONCEPT-BASED EXPLANATIONS. ScholarBank@NUS Repository. https://scholarbank.nus.edu.sg/handle/10635/218215 0000-0003-0314-5988 en
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
language	English
topic	Interpretable Artificial Intelligence, Deep Neural Networks, Convolutional Neural Networks, Interpretability, Concept-based Explanations
spellingShingle	Interpretable Artificial Intelligence, Deep Neural Networks, Convolutional Neural Networks, Interpretability, Concept-based Explanations SANDAREKA KUMUDU KUMARI WICKRAMANAYAKE EXPLAINING AND IMPROVING DEEP NEURAL NETWORKS VIA CONCEPT-BASED EXPLANATIONS
description	Ph.D
author2	COMPUTER SCIENCE
author_facet	COMPUTER SCIENCE SANDAREKA KUMUDU KUMARI WICKRAMANAYAKE
format	Theses and Dissertations
author	SANDAREKA KUMUDU KUMARI WICKRAMANAYAKE
author_sort	SANDAREKA KUMUDU KUMARI WICKRAMANAYAKE
title	EXPLAINING AND IMPROVING DEEP NEURAL NETWORKS VIA CONCEPT-BASED EXPLANATIONS
title_short	EXPLAINING AND IMPROVING DEEP NEURAL NETWORKS VIA CONCEPT-BASED EXPLANATIONS
title_full	EXPLAINING AND IMPROVING DEEP NEURAL NETWORKS VIA CONCEPT-BASED EXPLANATIONS
title_fullStr	EXPLAINING AND IMPROVING DEEP NEURAL NETWORKS VIA CONCEPT-BASED EXPLANATIONS
title_full_unstemmed	EXPLAINING AND IMPROVING DEEP NEURAL NETWORKS VIA CONCEPT-BASED EXPLANATIONS
title_sort	explaining and improving deep neural networks via concept-based explanations
publishDate	2022
url	https://scholarbank.nus.edu.sg/handle/10635/218215
_version_	1729789454786232320

EXPLAINING AND IMPROVING DEEP NEURAL NETWORKS VIA CONCEPT-BASED EXPLANATIONS

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