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Remaining Useful Life prediction of rolling bearings based on risk assessment and degradation state coefficient 期刊论文
ISA Transactions, 2022
作者:  Li, Qiang;  Yan, Changfeng;  Chen, Guangyi;  Wang, Huibin;  Li, Hongkun
收藏  |  浏览/下载:19/0  |  提交时间:2022/07/20
Prediction and evaluation of plasma arc reforming of naphthalene using a hybrid machine learning model 期刊论文
JOURNAL OF HAZARDOUS MATERIALS, 2021, 卷号: 404, 页码: 10
作者:  Wang, Yaolin;  Liao, Zinan;  Mathieu, Stephanie;  Bin F(宾峰);  Tu, Xin
收藏  |  浏览/下载:23/0  |  提交时间:2021/03/03
Intelligent modelling of clay compressibility using hybrid meta-heuristic and machine learning algorithms 期刊论文
GEOSCIENCE FRONTIERS, 2021, 卷号: 12, 期号: 1, 页码: 441-452
作者:  Zhang, Pin;  Yin, Zhen-Yu;  Jin, Yin-Fu;  Chan, Tommy H. T.;  Gao FP(高福平)
收藏  |  浏览/下载:23/0  |  提交时间:2021/03/03
The Assessment of Upper-Limb Spasticity Based on a Multi-Layer Process Using a Portable Measurement System 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2021, 卷号: 29, 页码: 2242-2251
作者:  Wang, Chen;  Peng, Liang;  Hou, Zeng-Guang;  Zhang, Pu
收藏  |  浏览/下载:28/0  |  提交时间:2021/12/28
Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM 期刊论文
IEEE TRANSACTIONS ON RELIABILITY, 2020, 卷号: 69, 期号: 1, 页码: 139-153
作者:  Yu, Xiao;  Liu, Jin;  Keung, Jacky Wai;  Li, Qing;  Bennin, Kwabena Ebo
收藏  |  浏览/下载:22/0  |  提交时间:2020/06/02
Novel Interactive Preference-Based Multiobjective Evolutionary Optimization for Bolt Supporting Networks 期刊论文
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2020, 卷号: 24, 期号: 4, 页码: 750-764
作者:  Guo YN(郭一楠);  Zhang, Xu;  Gong DW(巩敦卫);  Zhang, Zhen;  Yang JJ(杨建建)
收藏  |  浏览/下载:35/0  |  提交时间:2020/08/22
A novel CACOR-SVR multi-objective optimization approach and its application in aerodynamic shape optimization of high-speed train 期刊论文
SOFT COMPUTING, 2019, 卷号: 23, 期号: 13, 页码: 5035-5051
作者:  Zhang Y;  Guo DL(郭迪龙);  Sun ZX(孙振旭);  Chen DW
收藏  |  浏览/下载:75/0  |  提交时间:2019/09/09
Evolutionary support vector machine for RMB exchange rate forecasting 期刊论文
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2019, 卷号: 521, 页码: 692-704
作者:  Fu, Sibao;  Li, Yongwu;  Sun, Shaolong;  Li, Hongtao
收藏  |  浏览/下载:49/0  |  提交时间:2020/01/10
Comparison of two new intelligent wind speed forecasting approaches based on Wavelet Packet Decomposition, Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and Artificial Neural Networks 期刊论文
Energy Conversion and Management, 2018, 卷号: 155, 页码: 188-200
作者:  Liu, Hui;  Mi, Xiwei;  Li, Yanfei*
收藏  |  浏览/下载:40/0  |  提交时间:2019/12/03
Wind speed forecasting  Wavelet packet decomposition  Complete Ensemble Empirical Mode Decomposition with Adaptive Noise  Artificial Neural Network  ANN  Artificial Neural Network  AR  Auto Regressive  ARIMA  Auto Regressive Integrated Moving Average  BA  Bat Algorithm  BP  Back-propagation Neural Network  CEEMDAN  Complete Ensemble Empirical Mode Decomposition  CG  Conjugate Gradient  CLSFPA  Flower Pollination Algorithm with Chaotic Local Search  CNN  Convolutional Neural Network  CS  Compressive Sensing  CSA  Cuckoo Search Algorithm  EEMD  Ensemble Empirical Mode Decomposition  ESM  Exponential Smoothing Method  FA  Firefly Algorithm  FAC  First-order Adaptive Coefficient  GA  Genetic Algorithm  GRNN  General Regression Neural Network  HBSA  Hybrid Backtracking Search Algorithm  HWM  Holt-Winters Model  IMFs  Intrinsic Mode Functions  IS  Input parameter Selection  KF  Kalman filter  LSSVM  Least Square Support Vector Machine  MAE  Mean Absolute Error  MAPE  Mean Absolute Percentage Error  MLP  Multilayer Perceptron Neural Network  MOBA  Multi Objective Bat Algorithm  NNCT  No Negative Constraint Theory  NSGA  Non-dominated Sorting Genetic Algorithm  OVMD  Optimized Variational Mode Decomposition  PSO  Particle Swam Optimization  PSOSA  Particle Swarm Optimization based on Simulated Annealing  PSR  Phase Space Reconstruction  RBF  Radial Basis Function Neural Network  RMSE  Root Mean Square Error  SAC  Second-order Adaptive Coefficient  SAM  Seasonal Adjustment Method  SDA  Secondary Decomposition Algorithm  SEA  Seasonal Exponential Adjustment  SOM  Self-Organizing feature Maps  SSA  Singular Spectrum Analysis  SVR  Support Vector Regression  VMD  Variational Mode Decomposition  v-SVM  v-Support Vector Machine  WD  Wavelet Decomposition  WPD  Wavelet Packet Decomposition  


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