Detection of weak transient signals based on wavelet packet transform and manifold learning for rolling element bearing fault diagnosis

Nonlinear Dimensionality Reduction by Locally Linear Embedding

Sam T. Roweis, Lawrence K. Saul · Science · 2000 · 15K citations

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A Global Geometric Framework for Nonlinear Dimensionality Reduction

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

Computing, Computer Science, Neuroscience +14

Laplacian Eigenmaps for Dimensionality Reduction and Data Representation

Mikhail Belkin, Partha Niyogi · Neural Computation · 2003 · 7.7K citations

Computing, Computer Science, Data Mining +13

Permutation Entropy: A Natural Complexity Measure for Time Series

Christoph Bandt, Bernd Pompe · Physical Review Letters · 2002 · 4.8K citations

Natural Sciences, Computer Science, Mathematics +16

Rolling element bearing diagnostics—A tutorial

Robert B. Randall, Jérôme Antoni · Mechanical Systems and Signal Processing · 2010 · 2.5K citations

Engineering, Mechanical Engineering, Condition Assessment +10