Intelligent prediction model for pitting corrosion risk in pipelines using developed ResNet and feature reconstruction with interpretability analysis

Detecting Novel Associations in Large Data Sets

David N. Reshef, Yakir Reshef, Hilary K. Finucane et al. · Science · 2011 · 3.4K citations

Natural Sciences, Biostatistics, Data Science +8

Wider or Deeper: Revisiting the ResNet Model for Visual Recognition

Zifeng Wu, Chunhua Shen, Anton van den Hengel · Pattern Recognition · 2019 · 1.6K citations

Computing, Computer Science, Computer Vision +11

Conceptual and empirical comparison of dimensionality reduction algorithms (PCA, KPCA, LDA, MDS, SVD, LLE, ISOMAP, LE, ICA, t-SNE)

Farzana Anowar, Samira Sadaoui, Bassant Selim · Computer Science Review · 2021 · 824 citations

Computing, Computer Science, Data Science +11

Why ResNet Works? Residuals Generalize

Fengxiang He, Tongliang Liu, Dacheng Tao · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 387 citations

Computing, Computer Science, Artificial Intelligence +15

The effect of corrosion on the structural reliability of steel offshore structures

Robert E. Melchers · Corrosion Science · 2005 · 254 citations

Engineering, Civil Engineering, Materials Science +12