A One-Versus-All Class Binarization Strategy for Bearing Diagnostics of Concurrent Defects

Condition monitoring and remaining useful life prediction using degradation signals: revisited

(2013) Nan Chen et al.   IIE TRANSACTIONS

Fault diagnosis of rotating machinery based on the statistical parameters of wavelet packet paving and a generic support vector regressive classifier

(2013) Changqing Shen et al.   MEASUREMENT

A Relevance Vector Machine-Based Approach with Application to Oil Sand Pump Prognostics

(2013) Jinfei Hu et al.   SENSORS

Clustering diagnosis of rolling element bearing fault based on integrated Autoregressive/Autoregressive Conditional Heteroscedasticity model

(2012) Guofeng Wang et al.   JOURNAL OF SOUND AND VIBRATION

An enhanced Kurtogram method for fault diagnosis of rolling element bearings

(2012) Dong Wang et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

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

(2012) Zijing Yang et al.   SENSORS

Spectral Regression Based Fault Feature Extraction for Bearing Accelerometer Sensor Signals

(2012) Zhanguo Xia et al.   SENSORS

An Intelligent Diagnosis Method for Rotating Machinery Using Least Squares Mapping and a Fuzzy Neural Network

(2012) Ke Li et al.   SENSORS

General framework for class-specific feature selection

(2011) Bárbara B. Pineda-Bautista et al.   EXPERT SYSTEMS WITH APPLICATIONS

Bearing fault prognosis based on health state probability estimation

(2011) Hack-Eun Kim et al.   EXPERT SYSTEMS WITH APPLICATIONS

An overview of ensemble methods for binary classifiers in multi-class problems: Experimental study on one-vs-one and one-vs-all schemes

(2011) Mikel Galar et al.   PATTERN RECOGNITION

Effect of number of features on classification of roller bearing faults using SVM and PSVM

(2010) V. Sugumaran et al.   EXPERT SYSTEMS WITH APPLICATIONS

Anomaly Detection Through a Bayesian Support Vector Machine

(2010) Vasilis A. Sotiris et al.   IEEE TRANSACTIONS ON RELIABILITY

Natural computing for mechanical systems research: A tutorial overview

(2010) Keith Worden et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Rolling element bearing diagnostics—A tutorial

(2010) Robert B. Randall et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

A review on the combination of binary classifiers in multiclass problems

(2009) Ana Carolina Lorena et al.   ARTIFICIAL INTELLIGENCE REVIEW

Application of an intelligent classification method to mechanical fault diagnosis

(2009) Yaguo Lei et al.   EXPERT SYSTEMS WITH APPLICATIONS

Vibration based fault diagnosis of monoblock centrifugal pump using decision tree

(2009) N.R. Sakthivel et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

(2009) Huaqing Wang et al.   SENSORS

Sensor-driven prognostic models for equipment replacement and spare parts inventory

(2008) Alaa H. Elwany et al.   IIE TRANSACTIONS

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

(2008) Aiwina Heng et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Fault diagnostics of roller bearing using kernel based neighborhood score multi-class support vector machine

(2007) V SUGUMARAN et al.   EXPERT SYSTEMS WITH APPLICATIONS

Fault diagnosis of induction motor based on decision trees and adaptive neuro-fuzzy inference

(2007) Van Tung Tran et al.   EXPERT SYSTEMS WITH APPLICATIONS