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:
XAI
Online Access:https://hdl.handle.net/10356/176393
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Institution: Nanyang Technological University
Language: English
Description
Summary: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).