KnowAI - demonstration of local interpretability and explainable visual reasoning

The final year project will be highlighting issues raised due to the ‘black-box’ nature of artificial intelligence models and provide valid explanations regarding predictions obtained using Explainable AI (XAI) techniques. The final aim of the project is to create an educational platform for users w...

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Main Author:	Chiramal, Esther
Other Authors:	Zhang Hanwang
Format:	Final Year Project
Language:	English
Published:	Nanyang Technological University 2022
Subjects:	Engineering::Computer science and engineering
Online Access:	https://hdl.handle.net/10356/156458
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Institution:	Nanyang Technological University
Language:	English

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spelling	sg-ntu-dr.10356-1564582022-04-17T09:10:02Z KnowAI - demonstration of local interpretability and explainable visual reasoning Chiramal, Esther Zhang Hanwang School of Computer Science and Engineering hanwangzhang@ntu.edu.sg Engineering::Computer science and engineering The final year project will be highlighting issues raised due to the ‘black-box’ nature of artificial intelligence models and provide valid explanations regarding predictions obtained using Explainable AI (XAI) techniques. The final aim of the project is to create an educational platform for users with basic knowledge of AI to understand the concept of Explainable AI through the introduction of local interpretability and explainable visual reasoning. Bachelor of Engineering (Computer Science) 2022-04-17T09:10:02Z 2022-04-17T09:10:02Z 2022 Final Year Project (FYP) Chiramal, E. (2022). KnowAI - demonstration of local interpretability and explainable visual reasoning. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/156458 https://hdl.handle.net/10356/156458 en SCSE21-0512 application/pdf Nanyang Technological University
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
language	English
topic	Engineering::Computer science and engineering
spellingShingle	Engineering::Computer science and engineering Chiramal, Esther KnowAI - demonstration of local interpretability and explainable visual reasoning
description	The final year project will be highlighting issues raised due to the ‘black-box’ nature of artificial intelligence models and provide valid explanations regarding predictions obtained using Explainable AI (XAI) techniques. The final aim of the project is to create an educational platform for users with basic knowledge of AI to understand the concept of Explainable AI through the introduction of local interpretability and explainable visual reasoning.
author2	Zhang Hanwang
author_facet	Zhang Hanwang Chiramal, Esther
format	Final Year Project
author	Chiramal, Esther
author_sort	Chiramal, Esther
title	KnowAI - demonstration of local interpretability and explainable visual reasoning
title_short	KnowAI - demonstration of local interpretability and explainable visual reasoning
title_full	KnowAI - demonstration of local interpretability and explainable visual reasoning
title_fullStr	KnowAI - demonstration of local interpretability and explainable visual reasoning
title_full_unstemmed	KnowAI - demonstration of local interpretability and explainable visual reasoning
title_sort	knowai - demonstration of local interpretability and explainable visual reasoning
publisher	Nanyang Technological University
publishDate	2022
url	https://hdl.handle.net/10356/156458
_version_	1731235765971582976

KnowAI - demonstration of local interpretability and explainable visual reasoning

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