Citation Impact
Citing Papers
A Fault Diagnosis Approach for Gears Based on IMF AR Model and SVM
2008
Using Raman spectroscopy to characterize biological materials
2016 Standout
Pharmaceutical applications of vibrational chemical imaging and chemometrics: A review
2008
A review on empirical mode decomposition in fault diagnosis of rotating machinery
2012 Standout
Digital Twin for rotating machinery fault diagnosis in smart manufacturing
2018 Standout
Non-Negative Matrix Factorization Revisited: Uniqueness and Algorithm for Symmetric Decomposition
2013
Cramér-Rao-Induced Bounds for CANDECOMP/PARAFAC Tensor Decomposition
2013
Tensor Decomposition for Signal Processing and Machine Learning
2017 Standout
Prognostics and Health Management: A Review of Vibration Based Bearing and Gear Health Indicators
2017 Standout
Prognostics and health management design for rotary machinery systems—Reviews, methodology and applications
2013 Standout
Detection of signal transients based on wavelet and statistics for machine fault diagnosis
2008
Deep neural networks: A promising tool for fault characteristic mining and intelligent diagnosis of rotating machinery with massive data
2015 Standout
Analysis of bearing stiffness variations, contact forces and vibrations in radially loaded double row rolling element bearings with raceway defects
2014
SYNCHRONOUS ENHANCEMENT OF PERIODIC TRANSIENTS ON POLAR DIAGRAM FOR MACHINE FAULT DIAGNOSIS
2009
Recent applications of big data analytics in railway transportation systems: A survey
2018 Standout
A gearbox fault diagnosis scheme based on near-field acoustic holography and spatial distribution features of sound field
2013
Multimodal Data Fusion: An Overview of Methods, Challenges, and Prospects
2015
Diagnosis of the three-phase induction motor using thermal imaging
2016 Standout
Fault diagnosis of rotary machinery components using a stacked denoising autoencoder-based health state identification
2016 Standout
Hyperspectral Unmixing Overview: Geometrical, Statistical, and Sparse Regression-Based Approaches
2012 Standout
Remaining useful life estimation in prognostics using deep convolution neural networks
2017 Standout
Recent advances in time–frequency analysis methods for machinery fault diagnosis: A review with application examples
2013
Machine Learning in Predictive Maintenance towards Sustainable Smart Manufacturing in Industry 4.0
2020 Standout
On the Uniqueness of the Canonical Polyadic Decomposition of Third-Order Tensors---Part II: Uniqueness of the Overall Decomposition
2013
Background removal from spectra by designing and minimising a non-quadratic cost function
2004
Pixel-level image fusion: A survey of the state of the art
2016 Standout
The optimisation of wavelet transform for the impulse analysis in vibration signals
2004
Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis
2015 Standout
Non-linear multivariate and multiscale monitoring and signal denoising strategy using Kernel Principal Component Analysis combined with Ensemble Empirical Mode Decomposition method
2011
A variational Bayes approach to variable selection
2017
Machinery health prognostics: A systematic review from data acquisition to RUL prediction
2017 Standout
Application of SVM and SVD Technique Based on EMD to the Fault Diagnosis of the Rotating Machinery
2009
Fault diagnosis and health assessment for bearings using the Mahalanobis–Taguchi system based on EMD-SVD
2013
A literature survey of low‐rank tensor approximation techniques
2013 Standout
Battery Lifetime Prognostics
2020 Standout
Improved Uniqueness Conditions for Canonical Tensor Decompositions with Linearly Dependent Loadings
2012
Joint Bayesian Endmember Extraction and Linear Unmixing for Hyperspectral Imagery
2009
Fault detection and diagnosis of a 12-cylinder trainset diesel engine based on vibration signature analysis and neural network
2018
An extensive review of vibration modelling of rolling element bearings with localised and extended defects
2015
Feature extraction for rolling element bearing fault diagnosis utilizing generalized S transform and two-dimensional non-negative matrix factorization
2010
Variational Inference: A Review for Statisticians
2023 Standout
Detection of gear cracks in a complex gearbox of wind turbines using supervised bounded component analysis of vibration signals collected from multi-channel sensors
2016
Digital twin paradigm: A systematic literature review
2021 Standout
A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method
2017 Standout
Low Complexity Damped Gauss--Newton Algorithms for CANDECOMP/PARAFAC
2013
A fault diagnosis approach for roller bearing based on IMF envelope spectrum and SVM
2006
Fault gear identification and classification using discrete wavelet transform and adaptive neuro-fuzzy inference
2008
Applications of machine learning to machine fault diagnosis: A review and roadmap
2020 Standout
Bayesian separation of spectral sources under non-negativity and full additivity constraints
2009
An adaptive morphological gradient lifting wavelet for detecting bearing defects
2012
A Survey of Fault Diagnosis and Fault-Tolerant Techniques—Part I: Fault Diagnosis With Model-Based and Signal-Based Approaches
2015 Standout
A review on signal processing techniques utilized in the fault diagnosis of rolling element bearings
2016 Standout
Blind Signal Separation via Tensor Decomposition With Vandermonde Factor: Canonical Polyadic Decomposition
2013
Multivariate and multiscale monitoring of large-size low-speed bearings using Ensemble Empirical Mode Decomposition method combined with Principal Component Analysis
2009
Wavelets for fault diagnosis of rotary machines: A review with applications
2013 Standout
Nonnegative Matrix Factorization: A Comprehensive Review
2012 Standout
Diagnostics of bearings in presence of strong operating conditions non-stationarity—A procedure of load-dependent features processing with application to wind turbine bearings
2013
Intelligent Manufacturing in the Context of Industry 4.0: A Review
2017 Standout
Fault gear identification using vibration signal with discrete wavelet transform technique and fuzzy–logic inference
2008
Separation of Non-Negative Mixture of Non-Negative Sources Using a Bayesian Approach and MCMC Sampling
2006
On the decomposition of Mars hyperspectral data by ICA and Bayesian positive source separation
2008
Application of frequency family separation method based upon EMD and local Hilbert energy spectrum method to gear fault diagnosis
2007
Works of David Brie being referenced
A CANDECOMP/PARAFAC Perspective on Uniqueness of DOA Estimation Using a Vector Sensor Array
2011
Baseline Spectrum Estimation Using Half-Quadratic Minimization
2004
Joint processing of the parallel and crossed polarized Raman spectra and uniqueness in blind nonnegative source separation
2010
Bayesian analysis of spectral mixture data using Markov Chain Monte Carlo Methods
2006
Uni-mode and Partial Uniqueness Conditions for CANDECOMP/PARAFAC of Three-Way Arrays with Linearly Dependent Loadings
2012
A METHOD FOR ANALYSING GEARBOX FAULTS USING TIME–FREQUENCY REPRESENTATIONS
1997
MODELLING OF THE SPALLED ROLLING ELEMENT BEARING VIBRATION SIGNAL: AN OVERVIEW AND SOME NEW RESULTS
2000
From Bernoulli–Gaussian Deconvolution to Sparse Signal Restoration
2011
GEAR CRACK DETECTION BY ADAPTIVE AMPLITUDE AND PHASE DEMODULATION
1997
A Bayesian method for positive source separation
2004
Non-negative Source Separation: Range of Admissible Solutions and Conditions for the Uniqueness of the Solution
2006