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Particle classification optimization-based BP network for telecommunication customer churn prediction 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2018, 卷号: 29, 页码: 707-720
作者:  Yu, Ruiyun;  An, Xuanmiao;  Jin, Bo;  Shi, Jia;  Move, Oguti Ann
收藏  |  浏览/下载：5/0  |  提交时间：2019/12/02
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：41/0  |  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  
PSO-BP Neural Network Grade Prediction Model Based on Bagging Ensemble Learning 会议论文
3RD ANNUAL INTERNATIONAL CONFERENCE ON INFORMATION SYSTEM AND ARTIFICIAL INTELLIGENCE (ISAI2018), 2018-01-01
作者:  Li, Hongyi;  Li, Xinhang;  Zhao, Di
收藏  |  浏览/下载：4/0  |  提交时间：2019/12/30
Driver Behavior Characteristics Identification Strategies Based on Bionic Intelligent Algorithms 期刊论文
IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2018, 卷号: 48, 页码: 572-581
作者:  Zhu, Bing;  Liu, Zhipeng;  Zhao, Jian;  Chen, Yizhou;  Deng, Weiwen
收藏  |  浏览/下载：7/0  |  提交时间：2019/12/30
Personalized Lane-Change Assistance System With Driver Behavior Identification 期刊论文
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2018, 卷号: 67, 页码: 10293-10306
作者:  Zhu, Bing;  Yan, Shude;  Zhao, Jian;  Deng, Weiwen
收藏  |  浏览/下载：3/0  |  提交时间：2019/12/30
Analysis and prediction on the cutting process of constrained damping boring bars based on PSO-BP neural network model 期刊论文
JOURNAL OF VIBROENGINEERING, 2017, 卷号: 19, 期号: 2, 页码: 878-893
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收藏  |  浏览/下载：4/0  |  提交时间：2019/12/24
工程车辆降噪节能与声学舒适性的关键技术及其应用研究 学位论文
2016, 2016
张恩来
收藏  |  浏览/下载：134/0  |  提交时间：2017/06/20
Prediction of gray-spot area in rail flash butt welded joint based on BP neural network 期刊论文
Hanjie Xuebao/Transactions of the China Welding Institution, 2016, 卷号: 37, 期号: 11, 页码: 11-14
作者:  Zhang, Aihua;  Gao, Folai;  Niu, Xiaoge;  Luo, Huan
收藏  |  浏览/下载：9/0  |  提交时间：2020/11/14
Study of PSO-BP Neural Networks Application in High-voltage Circuit Breakers Mechanical Fault Diagnosis 会议论文
作者:  Li Jianbin;  Wu Shijing;  Hu Jicai;  Liu Shi;  Tan Jin
收藏  |  浏览/下载：2/0  |  提交时间：2019/12/05
Four wind speed multi-step forecasting models using extreme learning machines and signal decomposing algorithms 期刊论文
Energy Conversion and Management, 2015, 卷号: 100, 页码: 16-22
作者:  Liu, Hui*;  Tian, Hong-Qi;  Li, Yan-Fei
收藏  |  浏览/下载：6/0  |  提交时间：2019/12/03
WD  Wave let Decomposition  WPD  Wavelet Packet Decomposition  EMD  Empirical Mode Decomposition  EEMD  Ensemble Empirical Mode Decomposition  FEEMD  Fast Ensemble Empirical Mode Decomposition  MLP  Multi Layer Perceptron  ANFIS  Adaptive Network-based Fuzzy Inference System  BP  Back Propagation  GA  Genetic Algorithm  PSO  Particle Swarm Optimization  EA  Evolutionary Algorithm  AA  Adaboost Algorithm  ARIMA  Autoregressive Integrated Moving Average  SLFNN  Single-hidden Layer Feed-forward Neural Networks  MAE  Mean Absolute Error  MAPE  Mean Absolute Percentage Error  RMSE  Root Mean Square Error  Wind energy  Wind speed forecasting  Wind speed decomposition  Wavelet  Extreme learning machines  Empirical mode decomposition  

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