Exploration of explainable artificial intelligence methods on chromatin interactions neural network

• 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
• Institution: Nanyang Technological University

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).