4.4 Article

Comparison of random forest, artificial neural networks and support vector machine for intelligent diagnosis of rotating machinery

Related references

Note: Only part of the references are listed.
Article Chemistry, Analytical

A Data-Driven Diagnostic Framework for Wind Turbine Structures: A Holistic Approach

Simona Bogoevska et al.

SENSORS (2017)

Article Computer Science, Information Systems

Comparison of random forest, random ferns and support vector machine for eye state classification

Yanchao Dong et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2016)

Article Computer Science, Information Systems

An novel random forests and its application to the classification of mangroves remote sensing image

Yan-Min Luo et al.

MULTIMEDIA TOOLS AND APPLICATIONS (2016)

Article Computer Science, Artificial Intelligence

Comparison of four direct classification methods for intelligent fault diagnosis of rotating machinery

Dongyang Dou et al.

APPLIED SOFT COMPUTING (2016)

Article Engineering, Mechanical

Classification of acoustic emission signals using wavelets and Random Forests : Application to localized corrosion

N. Morizet et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2016)

Review Acoustics

A new method of gear fault diagnosis in strong noise based on multi-sensor information fusion

Gang Cheng et al.

JOURNAL OF VIBRATION AND CONTROL (2016)

Article Acoustics

An automated approach for bearing damage detection

M. F. Yaqub et al.

JOURNAL OF VIBRATION AND CONTROL (2016)

Article Engineering, Mechanical

Rolling bearing fault diagnosis under variable conditions using LMD-SVD and extreme learning machine

Ye Tian et al.

MECHANISM AND MACHINE THEORY (2015)

Article Engineering, Multidisciplinary

A novel fault diagnosis technique for enhancing maintenance and reliability of rotating machines

Akilu Yunusa-Kaltungo et al.

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL (2015)

Article Computer Science, Artificial Intelligence

Global geometric similarity scheme for feature selection in fault diagnosis

Chao Liu et al.

EXPERT SYSTEMS WITH APPLICATIONS (2014)

Article Engineering, Electrical & Electronic

Variational Mode Decomposition

Konstantin Dragomiretskiy et al.

IEEE TRANSACTIONS ON SIGNAL PROCESSING (2014)

Article Engineering, Mechanical

An intelligent fault identification method of rolling bearings based on LSSVM optimized by improved PSO

Hongbo Xu et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2013)

Article Computer Science, Artificial Intelligence

EEMD method and WNN for fault diagnosis of locomotive roller bearings

Yaguo Lei et al.

EXPERT SYSTEMS WITH APPLICATIONS (2011)

Article Computer Science, Hardware & Architecture

Machine Condition Classification Using Deterioration Feature Extraction and Anomaly Determination

Dongxiang Jiang et al.

IEEE TRANSACTIONS ON RELIABILITY (2011)

Article Engineering, Mechanical

Supervised locally linear embedding projection (SLLEP) for machinery fault diagnosis

Benwei Li et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2011)

Article Computer Science, Artificial Intelligence

LIBSVM: A Library for Support Vector Machines

Chih-Chung Chang et al.

ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY (2011)

Article Engineering, Mechanical

Intelligent fault diagnosis of rolling element bearing based on SVMs and fractal dimension

Junyan Yang et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2007)

Article Automation & Control Systems

Bagged super wavelets reduction for boosted prostate cancer classification of seldi-tof mass spectral serum profiles

David Donald et al.

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS (2006)

Article Chemistry, Multidisciplinary

Random forest: A classification and regression tool for compound classification and QSAR modeling

V Svetnik et al.

JOURNAL OF CHEMICAL INFORMATION AND COMPUTER SCIENCES (2003)

Article Computer Science, Artificial Intelligence

Random forests

L Breiman

MACHINE LEARNING (2001)

Article Computer Science, Artificial Intelligence

Boosting neural networks

H Schwenk et al.

NEURAL COMPUTATION (2000)