Bearing Fault Diagnosis Based on Statistical Locally Linear Embedding

Fault diagnosis method using supervised extended local tangent space alignment for dimension reduction

(2015) Zuqiang Su et al.   MEASUREMENT

Multi-fault diagnosis study on roller bearing based on multi-kernel support vector machine with chaotic particle swarm optimization

(2013) Fafa Chen et al.   MEASUREMENT

Feature extraction based on semi-supervised kernel Marginal Fisher analysis and its application in bearing fault diagnosis

(2013) Li Jiang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Locally linear embedding (LLE) for MRI based Alzheimer's disease classification

(2013) Xin Liu et al.   NEUROIMAGE

Sentiment visualization and classification via semi-supervised nonlinear dimensionality reduction

(2013) Kyoungok Kim et al.   PATTERN RECOGNITION

Fault Diagnosis of Rotating Machinery Based on an Adaptive Ensemble Empirical Mode Decomposition

(2013) Yaguo Lei et al.   SENSORS

Adaptive Redundant Lifting Wavelet Transform Based on Fitting for Fault Feature Extraction of Roller Bearings

(2012) Zijing Yang et al.   SENSORS

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

Inchoate Fault Detection Framework: Adaptive Selection of Wavelet Nodes and Cumulant Orders

(2011) M. F. Yaqub et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

A novel intelligent gear fault diagnosis model based on EMD and multi-class TSVM

(2011) Zhongjie Shen et al.   MEASUREMENT

Time–frequency data fusion technique with application to vibration signal analysis

(2011) Z.K Peng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Locally linear embedding based on correntropy measure for visualization and classification

(2011) Genaro Daza-Santacoloma et al.   NEUROCOMPUTING

A supervised non-linear dimensionality reduction approach for manifold learning

(2011) B. Raducanu et al.   PATTERN RECOGNITION

Feature extraction for rolling element bearing fault diagnosis utilizing generalized S transform and two-dimensional non-negative matrix factorization

(2010) Bing Li et al.   JOURNAL OF SOUND AND VIBRATION

Application of mother wavelet functions for automatic gear and bearing fault diagnosis

(2009) J. Rafiee et al.   EXPERT SYSTEMS WITH APPLICATIONS

Machinery fault diagnosis using supervised manifold learning

(2009) Quansheng Jiang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Bearing performance degradation assessment based on lifting wavelet packet decomposition and fuzzy c-means

(2009) Yuna Pan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A Feature Extraction Method Based on Information Theory for Fault Diagnosis of Reciprocating Machinery

(2009) Huaqing Wang et al.   SENSORS

Supervised locally linear embedding with probability-based distance for classification

(2008) Lingxiao Zhao et al.   COMPUTERS & MATHEMATICS WITH APPLICATIONS

A new approach to intelligent fault diagnosis of rotating machinery

(2007) Yaguo Lei et al.   EXPERT SYSTEMS WITH APPLICATIONS