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期刊论文 [31]
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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
Sea surface chlorophyll-a
Space-in-time pattern
Self-organizing maps
Bohai and yellow seas
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
Ammonia
Biogeochemistry
Correlation methods
Desorption
Effluent treatment
Effluents
Fluorescence
Ion exchange resins
Ions
Ozone
Ozonization
Self organizing maps
Sodium chloride
Sodium hydroxide
Spectroscopic analysis
Toxicity
Desorption characteristics
Effluent organic matter
Magnetic ion exchange resins
Organic micro-pollutants
Parallel factor analysis
Pearson correlation analysis
Removal characteristics
Ultraviolet absorbance
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
intraseasonal variability
equatorial Pacific
El Nino-Southern Oscillation (ENSO)
Self-Organizing Maps (SOM)
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
Forecasting
Exchange rates
Predictive models
Self-organizing feature maps
Clustering algorithms
exchange rates forecasting
kernel-based extreme learning machine (KELM)
nonlinear ensemble
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
homogenization
land use and land cover
nighttime light
reference station
regionalization
self-organizing maps
temperature change
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*
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  |  
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
Laser-induced breakdown spectroscopy
Self-organizing maps
K-means clustering
Polymer classification
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
Self-organizing Maps
Interannual Variability
Teleconnection Patterns
Summer Precipitation
Synoptic Climatology
El-nino
Rainfall
Monsoons
Continuum
Prospects
Optimizing classification of landform element using feature space: A case study in a loess area
期刊论文
Electronic Journal of Geotechnical Engineering, 2016, 卷号: 21, 期号: 17, 页码: 5814-5824
作者:
Yan, Ge
;
Liang, Shouyun
;
Ke, Yutian
;
Liu, Shijiang
;
Zhao, Hongliang
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2017/01/16
Landforms
Conformal mapping
Sediments
Self organizing maps
Surveying
Chinese Loess Plateau
Classification approach
Digital elevation model
Feature space
Loess Plateau
Morphometric parameters
Optimum amount
Three dimensions
Convergence Analysis of a New Self Organizing Map Based Optimization (SOMO) Algorithm (EI收录)
期刊论文
Cognitive Computation, 2015, 卷号: 7, 页码: 477-486
作者:
Khan, Atlas[1,2]
;
Xue, Li Zheng[1]
;
Wei, Wu[1]
;
Qu, YanPeng[3]
;
Hussain, Amir[4]
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/04/25
Benchmarking
Conformal mapping
Iterative methods
Learning systems
Optimization
Particle swarm optimization (PSO)
Population statistics
Self organizing maps
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