An embedded neuro-fuzzy architecture for explainable time series analysis

• Main Author: Xie, Chen
• Other Authors: Deepu Rajan
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/155536
• Institution: Nanyang Technological University

Explainability in Artificial Intelligence (AI) refers to the knowledge and understanding of the internal representation in a machine learning model and of how it will affect the performance of that model. In applications such as financial prediction, medical diagnosis, and detection of manufacturing...