Deep learning enhanced principal component analysis for structural health monitoring
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DOI: 10.1177/14759217211041684
Abstract: This paper proposes a Deep Learning Enhanced Principal Component Analysis (PCA) approach for outlier detection to assess the structural condition of bridges. We employ partially explainable autoencoder architecture to replicate and enhance the data compression… read more here.
Keywords: enhanced principal; structural health; learning enhanced; principal component ... See more keywords