Towards explainable artificial intelligence in the banking sector

• المؤلف الرئيسي: Jew, Clarissa Bella
• مؤلفون آخرون: Lee Bu Sung, Francis
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; XAI; SHAP; LIME; Explainable AI; Banking
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/175085

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...