A Hybrid Model Integrating Principal Component Analysis, Fuzzy C-Means, and Gaussian Process Regression for Dam Deformation Prediction

Principal component analysis

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FCM: The fuzzy c-means clustering algorithm

James C. Bezdek, Robert Ehrlich, William E. Full · Computers & Geosciences · 1984 · 6.6K citations

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A tutorial on Gaussian process regression: Modelling, exploring, and exploiting functions

Eric Schulz, Maarten Speekenbrink, Andreas Krause · Journal of Mathematical Psychology · 2018 · 1.7K citations

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Interpretation of concrete dam behaviour with artificial neural network and multiple linear regression models

J. Mata · Engineering Structures · 2011 · 358 citations

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Gaussian process regression for tool wear prediction

Dongdong Kong, Yongjie Chen, Ning Li · Mechanical Systems and Signal Processing · 2017 · 334 citations

Engineering, Manufacturing Engineering, Mechanical Engineering +14