Exploration of explainable artificial intelligence methods on chromatin interactions neural network

Explainable Artificial Intelligence (XAI) in analyzing chromatin interactions using the Chromatin Interactions Neural Network (ChINN). The study aims to enhance the interpretability of neural networks in genome biology, focusing on ChINN (Chromatin Interactions Neural Networks).

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Bibliographic Details
Main Author:	Tan, Caken
Other Authors:	Kwoh Chee Keong
Format:	Final Year Project
Language:	English
Published:	Nanyang Technological University 2024
Subjects:	Computer and Information Science Articial intelligence Shap Neural network Chromatin interactions XAI
Online Access:	https://hdl.handle.net/10356/176393
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Institution:	Nanyang Technological University
Language:	English

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spelling	sg-ntu-dr.10356-1763932024-05-17T15:38:14Z Exploration of explainable artificial intelligence methods on chromatin interactions neural network Tan, Caken Kwoh Chee Keong School of Computer Science and Engineering ASCKKWOH@ntu.edu.sg Computer and Information Science Articial intelligence Shap Neural network Chromatin interactions XAI Explainable Artificial Intelligence (XAI) in analyzing chromatin interactions using the Chromatin Interactions Neural Network (ChINN). The study aims to enhance the interpretability of neural networks in genome biology, focusing on ChINN (Chromatin Interactions Neural Networks). Bachelor's degree 2024-05-16T02:26:24Z 2024-05-16T02:26:24Z 2024 Final Year Project (FYP) Tan, C. (2024). Exploration of explainable artificial intelligence methods on chromatin interactions neural network. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/176393 https://hdl.handle.net/10356/176393 en 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	Computer and Information Science Articial intelligence Shap Neural network Chromatin interactions XAI
spellingShingle	Computer and Information Science Articial intelligence Shap Neural network Chromatin interactions XAI Tan, Caken Exploration of explainable artificial intelligence methods on chromatin interactions neural network
description	Explainable Artificial Intelligence (XAI) in analyzing chromatin interactions using the Chromatin Interactions Neural Network (ChINN). The study aims to enhance the interpretability of neural networks in genome biology, focusing on ChINN (Chromatin Interactions Neural Networks).
author2	Kwoh Chee Keong
author_facet	Kwoh Chee Keong Tan, Caken
format	Final Year Project
author	Tan, Caken
author_sort	Tan, Caken
title	Exploration of explainable artificial intelligence methods on chromatin interactions neural network
title_short	Exploration of explainable artificial intelligence methods on chromatin interactions neural network
title_full	Exploration of explainable artificial intelligence methods on chromatin interactions neural network
title_fullStr	Exploration of explainable artificial intelligence methods on chromatin interactions neural network
title_full_unstemmed	Exploration of explainable artificial intelligence methods on chromatin interactions neural network
title_sort	exploration of explainable artificial intelligence methods on chromatin interactions neural network
publisher	Nanyang Technological University
publishDate	2024
url	https://hdl.handle.net/10356/176393
_version_	1800916209294639104

Exploration of explainable artificial intelligence methods on chromatin interactions neural network

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