Interpretable fault diagnosis with shapelet temporal logic: theory and application

• المؤلفون الرئيسيون: Chen, Gang, Lu, Yu, Su, Rong
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2022
• الموضوعات: Engineering::Electrical and electronic engineering; Interpretable Fault Diagnosis; Logic Inference
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/163544
• المؤسسة: Nanyang Technological University

Shapelets are discriminative subsequences of sequential data that best predict the target variable and are directly interpretable, which have attracted considerable interest within the interpretable fault diagnosis community. Despite their immense potential as a data mining primitive, currently, sha...