研究论文
Contrastive and self-supervised learning for open-set damage classification in structural health monitoring with incomplete and imbalanced vibration data
Sheng Shi, Dongsheng Du, Oya Mercan, Erol Kalkan, Jafarali Parol
Suzhou University of Science and Technology Nanjing Tech University University of Toronto Kuwait Institute for Scientific Research
来源Expert Systems with Applications
年份2025
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逐年被引趋势
1050
25
1026
关键指标
11
被引次数 · OpenAlex
4.81
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 4%
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同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
70
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学术脉络
学科主题
工程Structural Health Monitoring Techniques
Infrastructure Maintenance and Monitoring · Machine Fault Diagnosis Techniques
参考文献 70
One year monitoring of the Z24-bridge : Environmental influences versus damage events
被引 68Bart Peeters, Guido De Roeck · 2000
DESCRIPTION OF Z24 BENCHMARK
被引 163Johan Maeck, Guido De Roeck · Mechanical Systems and Signal Processing · 2003
DAMAGE ASSESSMENT USING VIBRATION ANALYSIS ON THE Z24-BRIDGE
被引 88Johan Maeck, Guido De Roeck · Mechanical Systems and Signal Processing · 2003
此处列出前 3 条
引用本文 11
Damage localization based on MSCNN-Transformer-BiGRU algorithm
被引 2Shuzhen Yang, Zhongliang Zou, Bo Song · Signal Image and Video Processing · 2025
Machine learning-based framework for damage identification of an ASCE benchmark building based on speeded-up robust features
被引 1Kakarla Hussain, Gorantla Nipun, C. H. Ajay · Asian Journal of Civil Engineering · 2026
A Two‐Stage GAF‐CNN Anomaly Detection and Conditional Residual Transformer Data Imputation Method for Crack‐Width Monitoring Data
被引 1Congcong Fan, Youliang Ding, Kang Yang · Structural Control and Health Monitoring · 2026
按被引量排序，此处列出前 3 条