Smart interpretable model (SIM) enabling subject matter experts in rule generation

• Main Authors: Christianto, Hotman, Lee, Gary Kee Khoon, Zhou, Jair Weigui, Kasim, Henry, Rajan, Deepu
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Interpretability; Rule Generation and Selection
• Online Access: https://hdl.handle.net/10356/163219
• Institution: Nanyang Technological University

Current Artificial Intelligence (AI) technologies are widely regarded as black boxes, whose internal structures are not inherently transparent, even though they provide powerful prediction capabilities. Having a transparent model that enables users to understand its inner workings allows them to app...