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Life History Parameters to Inform Pattern of Prenatal Investment in Marine Mammals 期刊论文
JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2023, 卷号: 11, 期号: 11, 页码: 12
作者:  Huang, Xiaoyu;  Liu, Mingming;  Turvey, Samuel T.;  Lin, Mingli;  Li, Songhai
收藏  |  浏览/下载:2/0  |  提交时间:2024/01/26
Atmospheric Latent Energy Transport Pathways into the Arctic and Their Connections to Sea Ice Loss during Winter over the Observational Period 期刊论文
JOURNAL OF CLIMATE, 2023, 卷号: 36, 期号: 19, 页码: 6695-6712
作者:  Liang, Yu;  Bi, Haibo;  Lei, Ruibo;  Vihma, Timo;  Huang, Haijun
收藏  |  浏览/下载:9/0  |  提交时间:2023/11/30
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
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;  Wang, Fujun;  Wang, Qingye;  Hu, Dunxin
收藏  |  浏览/下载:20/0  |  提交时间:2020/09/25
Groundwater quality modeling using self-organizing map (SOM) and geographic information system (GIS) on the Caspian southern coasts 期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2020, 卷号: 17, 期号: 7, 页码: 1724-1734
作者:  Gholami, Vahid;  Khaleghi, Mohammad Reza;  Taghvaye Salimi, Edris
收藏  |  浏览/下载:21/0  |  提交时间:2020/11/24
Multivariate geostatistical analysis and source identification of heavy metals in the sediment of Poyang Lake in China 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2018, 卷号: 621, 页码: 1433-1444
作者:  Dai, Lijun;  Wang, Lingqing;  Li, Lianfang;  Liang, Tao;  Zhang, Yongyong
收藏  |  浏览/下载:19/0  |  提交时间:2019/05/30
An approach for hyperspectral image classification by optimizing SVM using self organizing map 期刊论文
JOURNAL OF COMPUTATIONAL SCIENCE, 2018, 卷号: 25, 页码: 252-259
作者:  Jain, Deepak Kumar;  Dubey, Surendra Bilouhan;  Choubey, Rishin Kumar;  Sinhal, Amit;  Arjaria, Siddharth Kumar
收藏  |  浏览/下载:29/0  |  提交时间:2019/12/16
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  
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
A multiscale spatio-temporal framework to regionalize annual precipitation using k-means and self-organizing map technique 期刊论文
JOURNAL OF MOUNTAIN SCIENCE, 2018, 卷号: 15, 期号: 7, 页码: 1481-1497
作者:  Roushangar, Kiyoumars;  Alizadeh, Farhad
收藏  |  浏览/下载:2/0  |  提交时间:2020/09/29


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