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Multiview Contrastive Shapelet Learning: A Novel Semi-Supervised Approach for Explainable Machine Fault Diagnosis With Insufficient Annotated Data

Year: 2025

Type: article

Source: IEEE Transactions on Instrumentation and Measurement

DOI: 10.1109/tim.2025.3580850

Authors: Zhicheng Wang, Jc Ji, Yadong Xu, Sheng Li, Beibei Sun, Xiaolong Yang

Institutions: Southeast University, University of Technology Sydney, Hong Kong Polytechnic University, Nanjing Forestry University, Nanjing University of Science and Technology

Language: English

Topic: Machine Fault Diagnosis Techniques

Subfield: Control and Systems Engineering

Field: Engineering

Domain: Physical Sciences

Open Access status: closed

Funders: Jiangsu University of Technology, National Science and Technology Major Project

Award: G5950301530

OpenAlex ID: W4411408797

FWCI: 1.176

Cites: 35

Cited by: 3

Related to: 10