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Characterizing spatial patterns of satellite-derived chlorophyll-a in the Bohai and Yellow Seas of China using self-organizing maps (SOM) approach 期刊论文
MARINE POLLUTION BULLETIN, 2023, 卷号: 193, 页码: 13
作者:  Wang, Yueqi;  Liu, Dongyan;  Gao, Zhiqiang;  Wang, Yujue;  Gao, Meng
收藏  |  浏览/下载：2/0  |  提交时间：2024/01/26
Evaluation of a hybrid process of magnetic ion-exchange resin treatment followed by ozonation in secondary effluent organic matter removal 期刊论文
Science of the Total Environment, 2021, 卷号: 754
作者:  Tang, Yingcai;  Chen, Zhiqiang;  Wen, Qinxue;  Yang, Boxuan;  Pan, Yang
收藏  |  浏览/下载：17/0  |  提交时间：2020/11/14
Intraseasonal variability of the equatorial Pacific Ocean and its relationship with ENSO based on Self-Organizing Maps analysis 期刊论文
JOURNAL OF OCEANOLOGY AND LIMNOLOGY, 2020, 页码: 15
作者:  Feng, Junqiao
收藏  |  浏览/下载：20/0  |  提交时间：2020/09/25
A Clustering-Based Nonlinear Ensemble Approach for Exchange Rates Forecasting 期刊论文
IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS, 2020, 卷号: 50, 期号: 6, 页码: 2284-2292
作者:  Sun, Shaolong;  Wang, Shouyang;  Wei, Yunjie;  Zhang, Guowei
收藏  |  浏览/下载：19/0  |  提交时间：2020/06/30
Urbanization effects on changes in the observed air temperatures during 1977-2014 in China 期刊论文
INTERNATIONAL JOURNAL OF CLIMATOLOGY, 2019, 卷号: 39, 期号: 1, 页码: 251-265
作者:  Li, Yuanzheng;  Wang, Lan;  Zhou, Hongxuan;  Zhao, Guosong;  Ling, Feng
收藏  |  浏览/下载：104/0  |  提交时间：2019/05/22
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  
Industrial polymers classification using laser-induced breakdown spectroscopy combined with self-organizing maps and K-means algorithm 期刊论文
Optik, 2018, 卷号: Vol.165, 页码: 179-185
作者:  Tang, Yun;  Guo, Yangmin;  Sun, Qianqian;  Tang, Shisong;  Li, Jiaming
收藏  |  浏览/下载：2/0  |  提交时间：2019/12/26
Outlier detection algorithm based on SOM neural network for spatial series dataset 会议论文
Proceedings - 2018 10th International Conference on Advanced Computational Intelligence, ICACI 2018
作者:  Liu, Y.;  Lu, H.
收藏  |  浏览/下载：6/0  |  提交时间：2019/12/30
Large-scale circulation classification and its links to observed precipitation in the eastern and central Tibetan Plateau 期刊论文
CLIMATE DYNAMICS, 2016, 卷号: 46, 期号: 11-12, 页码: 3481-3497
作者:  Chen, DL (Chen, Deliang);  Ruan, CQ (Ruan, Chengqing);  Hu, ZY (Hu, Zengyun);  Liu, WB;  Wang, L (Wang, Lei)
收藏  |  浏览/下载：16/0  |  提交时间：2017/09/28
Large-scale circulation classification and its links to observed precipitation in the eastern and central Tibetan Plateau SCI/SSCI论文
2016
作者:  Liu W. B.;  Wang, L.;  Chen, D. L.;  Tu, K.;  Ruan, C. Q.
收藏  |  浏览/下载：20/0  |  提交时间：2017/11/09

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