Integrating synthetic minority oversampling and gradient boosting decision tree for bogie fault diagnosis in rail vehicles

Intelligent Fault Diagnosis of the High-Speed Train With Big Data Based on Deep Neural Networks

(2017) Hexuan Hu et al.   IEEE Transactions on Industrial Informatics

Cross Validation Through Two-Dimensional Solution Surface for Cost-Sensitive SVM

(2017) Bin Gu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A SVM framework for fault detection of the braking system in a high speed train

(2017) Jie Liu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Nondestructive diagnosis of flip chips based on vibration analysis using PCA-RBF

(2017) Lei Su et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Diagnosis of combined faults in Rotary Machinery by Non-Naive Bayesian approach

(2017) Mahsa Yazdanian Asr et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Fusion information entropy method of rolling bearing fault diagnosis based on n -dimensional characteristic parameter distance

(2017) Yan-Ting Ai et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

An efficient instance selection algorithm for k nearest neighbor regression

(2017) Yunsheng Song et al.   NEUROCOMPUTING

Automated classification of neonatal amplitude-integrated EEG based on gradient boosting method

(2016) Tao Yang et al.   Biomedical Signal Processing and Control

Predicting Short-Term Subway Ridership and Prioritizing Its Influential Factors Using Gradient Boosting Decision Trees

(2016) Chuan Ding et al.   Sustainability

Stochastic gradient boosting classification trees for forest fuel types mapping through airborne laser scanning and IRS LISS-III imagery

(2013) G. Chirici et al.   International Journal of Applied Earth Observation and Geoinformation

The relationship between kurtosis- and envelope-based indexes for the diagnostic of rolling element bearings

(2013) P. Borghesani et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Finite-element model calibration of a railway vehicle based on experimental modal parameters

(2013) D. Ribeiro et al.   VEHICLE SYSTEM DYNAMICS

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING