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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| Other Authors: | |
| Format: | Final Year Project (FYP) |
| Language: | English |
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Nanyang Technological University
2024
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| Online Access: | https://hdl.handle.net/10356/176393 |
| _version_ | 1826113751003168768 |
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| author | Tan, Caken |
| author2 | Kwoh Chee Keong |
| author_facet | Kwoh Chee Keong Tan, Caken |
| author_sort | Tan, Caken |
| collection | NTU |
| 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). |
| first_indexed | 2024-10-01T03:28:20Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/176393 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T03:28:20Z |
| publishDate | 2024 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-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 |
| 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 |
| title | 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_short | Exploration of explainable artificial intelligence methods on chromatin interactions neural network |
| title_sort | exploration of explainable artificial intelligence methods on chromatin interactions neural network |
| topic | Computer and Information Science Articial intelligence Shap Neural network Chromatin interactions XAI |
| url | https://hdl.handle.net/10356/176393 |
| work_keys_str_mv | AT tancaken explorationofexplainableartificialintelligencemethodsonchromatininteractionsneuralnetwork |