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清华大学 [2]
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期刊论文 [10]
学位论文 [1]
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Comparison of LSSVR, M5RT, NF-GP, and NF-SC Models for Predictions of Hourly Wind Speed and Wind Power Based on Cross-Validation
期刊论文
Energies, 2019, 卷号: Vol.12 No.2, 页码: 329
作者:
Rana Muhammad Adnan
;
Zhongmin Liang
;
Xiaohui Yuan
;
Ozgur Kisi
;
Muhammad Akhlaq
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/17
wind speed
wind power
forecasting
least square support vector regression
M5 regression tree
neuro-fuzzy system
Sotavento Galicia wind farm
Design and evaluation of SVR, MARS and M5Tree models for 1, 2 and 3-day lead time forecasting of river flow data in a semiarid mountainous catchment
期刊论文
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2018, 卷号: 32, 期号: 9, 页码: 2457-2476
作者:
Yin, Zhenliang
;
Feng, Qi
;
Wen, Xiaohu
;
Deo, Ravinesh C.
;
Yang, Linshan
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  |  
浏览/下载:60/0
  |  
提交时间:2019/10/09
River flow forecasting
Support vector regression
Multivariate adaptive regression spline
M5Tree model
Data-driven model
Accurately predicting heat transfer performance of ground heat exchanger for ground-coupled heat pump systems using data mining methods
期刊论文
NEURAL COMPUTING & APPLICATIONS, 2017, 卷号: 28, 期号: 12, 页码: 3993-4010
作者:
Zhuang, Zhaoyi
;
Ben, Xianye
;
Yan, Rui
;
Pang, Jianhua
;
Li, Yongbin
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  |  
浏览/下载:10/0
  |  
提交时间:2019/12/12
Ground-coupled heat pump (GCHP)
Ground heat exchanger (GHE)
Partial
least squares regression (PLSR)
Support vector regression (SVR)
M5
Model Tree
The Generalization Ability of Online SVM Classification Based on Markov Sampling
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2015, 卷号: 26, 期号: [db:dc_citation_issue], 页码: 628-639
作者:
Xu, Jie
;
Tang, Yuan Yan
;
Zou, Bin
;
Xu, Zongben
;
Li, Luoqing
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  |  
浏览/下载:7/0
  |  
提交时间:2019/12/02
Markov sampling
uniformly ergodic Markov chain (u.e.M.c.)
Generalization ability
online support vector machine (SVM) classification
Parallel Column Subset Selection of Kernel Matrix for Scaling up Support Vector Machines
期刊论文
Lecture Notes in Computer Science, 2015, 卷号: Vol.9530 No.1, 页码: 226-239
-
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  |  
浏览/下载:1/0
  |  
提交时间:2019/11/21
Support Vector Machines (SVMs)
Nyström method
Low
rank linearized SVMs
Column subset selection
Parallel sampling
Strategies for structure elucidation of small molecules using gas chromatography-mass spectrometric data
期刊论文
TrAC - Trends in Analytical Chemistry, 2013, 卷号: 47, 页码: 37-46
作者:
Zhang, Liangxiao*
;
Tang, Chunlan
;
Cao, Dongsheng
;
Zeng, Yingxu
;
Tan, Binbin
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  |  
浏览/下载:4/0
  |  
提交时间:2019/12/03
AI
Artificial intelligence
CASE
Computer-aided structure elucidation
CI
Chemical ionization
DA
Dissimilarity analysis
ECL
Equivalent chain length
EI
Electron ionization or electron impact
FAME
Fatty-acid methyl ester
FCL
Fraction chain length
GC-MS
Gas chromatography-mass spectrometry
IR
Infrared
KNN
K-nearest neighbor
LDA
Linear discriminant analysis
m/z
Mass-to-charge ratio
NIST
National Institute of Standards and Technology
NMR
Nuclear magnetic resonance
PCA
Principal component analysis
PLS-DA
Partial least squares discriminant analysis
PUFA
Polyunsaturated fatty acid
QSAR
Quantitative structure-activity relationship
RI
Retention index
RT
Retention time
SVM
Support vector machine
TOF
Time-of-flight
UFA
Unsaturated fatty acid
UV
Ultraviolet
Gas chromatography coupled to mass spectrometry (GC-MS)
Data mining
Identification accuracy
Information extraction
Mass spectral characteristics
Mass spectral transfer
Multivariate analysis
Retention index (RI)
Small molecule
Structure elucidation
基于概念索引的图像自动标注
期刊论文
2010, 2010
路晶
;
马少平
;
Lu Jing
;
Ma Shaoping
收藏
  |  
浏览/下载:2/0
Netlike texture detection method using fractal texture features and wavelet transform
期刊论文
2010, 2010
Cao Yuan-Yuan
;
Yang Bo
;
Xu Guang-You
收藏
  |  
浏览/下载:1/0
Prediction of milk/plasma drug concentration (MIP) ratio using support vector machine (SVM) method
期刊论文
PHARMACEUTICAL RESEARCH, 2006, 卷号: 23, 期号: 1
-
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2014/12/05
bootstrapping validation
linear discriminant analysis (LDA)
milk/plasma drug concentration (M/P) ratio
molecular descriptors
support vector machine (SVM)
基于Rough Sets的信息粒度计算及其应用
学位论文
工学硕士, 中国科学院自动化研究所: 中国科学院自动化研究所, 2000
邵健
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  |  
浏览/下载:55/0
  |  
提交时间:2015/09/02
粒度
粗糙集
约简
差别矩阵
离散化
统计学习理论
支持向量机
Granularity
Granule
Rough Sets
Reduction
Discernibility Matrix
Discretization
Statistical Learning Theory
Support Vector M
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