Towards explainable artificial intelligence in the banking sector

• Main Author: Jew, Clarissa Bella
• Other Authors: Lee Bu Sung, Francis
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; XAI; SHAP; LIME; Explainable AI; Banking
• Online Access: https://hdl.handle.net/10356/175085
• Institution: Nanyang Technological University

This research addresses the imperative need for Explainable AI (XAI) tools tailored to the banking industry, where widespread adoption of AI has led to escalating demands for explainable and transparent models. The methodology involves the implementation of a user-centric system using the DASH frame...