Remaining useful life estimation based on nonlinear feature reduction and support vector regression

A Global Geometric Framework for Nonlinear Dimensionality Reduction

Joshua B. Tenenbaum, Vin de Silva, John Langford · Science · 2000 · 13.7K citations

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The Nature of Statistical Learning Theory

Stephan R. Sain, Vladimir Vapnik · Technometrics · 1996 · 4.1K citations

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A User's Guide to Principal Components

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Support Vector Method for Function Approximation, Regression Estimation and Signal Processing

Vladimir Vapnik, Steven E. Golowich, Alex Smola · 1996 · 2.7K citations

Natural Sciences, Computer Science, Optimization +13

Rotating machinery prognostics: State of the art, challenges and opportunities

Aiwina Heng, Sheng Zhang, Andy Tan et al. · Mechanical Systems and Signal Processing · 2008 · 1.2K citations

Engineering, Mechanical Engineering, Forecasting +11