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科研机构
中南大学 [6]
内容类型
期刊论文 [6]
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2019 [1]
2017 [1]
2015 [1]
2014 [2]
2013 [1]
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内容类型:期刊论文
专题:中南大学
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Crash injury severity analysis using a two-layer Stacking framework
期刊论文
Accident, analysis and prevention, 2019, 卷号: 122, 页码: 226-238
作者:
Tang, Jinjun
;
Liang, Jian
;
Han, Chunyang
;
Li, Zhibin*
;
Huang, Helai
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2019/12/03
Crash injury severity
Severity classification
Stacking model
Random Forests
Adaptive Boosting
Gradient Boosting Decision Tree
Feasibility of Random-Forest Approach for Prediction of Ground Settlements Induced by the Construction of a Shield-Driven Tunnel
期刊论文
International Journal of Geomechanics, 2017, 卷号: 17, 期号: 6, 页码: 1-12
作者:
Zhou, Jian*
;
Shi, Xiuzhi
;
Du, Kun
;
Qiu, Xianyang
;
Li, Xibing
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/03
Ground settlements
Shield tunneling
Random forests
Cross validation
Exploring metabolic syndrome serum free fatty acid profiles based on GC-SIM-MS combined with random forests and canonical correlation analysis
期刊论文
Talanta, 2015, 卷号: 135, 页码: 108-114
作者:
Dai, Ling
;
Goncalves, Carlos M. Vicente
;
Lin, Zhang
;
Huang, Jianhua
;
Lu, Hongmei*
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/03
Canonical correlation analysis
Free fatty acid
GC-SIM-MS
Metabolic profiling
Metabolic syndrome
Random forests
Exploring metabolic syndrome serum profiling based on gas chromatography mass spectrometry and random forest models
期刊论文
Analytica Chimica Acta, 2014, 卷号: 827, 页码: 22-27
作者:
Lin, Zhang
;
Vicente Gonç
;
alves, Carlos M.
;
Dai, Ling
;
Lu, Hong-mei
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2019/12/03
RF
Random forests
MetS
Metabolic syndrome
GC–MS
Gas chromatography–mass spectrometry
UPLC-QTOF-MS
Ultra-performance liquid chromatography quadrupole time-of-flight mass spectrometry
1H NMR
1H Nuclear magnetic resonance
HDL-C
High density lipoprotein-cholesterol
WHO
World Health Organization
NCEP
Nation Cholesterol Education Panel
IDF
International Diabetes Federation
BMI
Body mass index
SBP/DBP
Systolic blood pressure/diastolic blood pressure
TG
Triglyceride
CDS
The Chinese diabetes society
T2DM
Type 2 diabetes mellitus
CVD
Cardio vascular disorder
QC
Quality control
Metabolic syndrome
Serum profiling
GC–MS
Random forest
Biomarker
Application of random forests to select premium quality vegetable oils by their fatty acid composition
期刊论文
Food Chemistry, 2014, 卷号: 143, 页码: 472-478
作者:
Ai, Fang-Fang
;
Bin, Jun
;
Zhang, Zhi-min
;
Huang, Jian-hua
;
Wang, Jian-bing
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/12/03
Fatty acids
Vegetable oils
Random forests
GC/MS
Selective of informative metabolites using random forests based on model population analysis
期刊论文
Talanta, 2013, 卷号: 117, 页码: 549-555
作者:
Huang, Jian-Hua*
;
Yan, Jun
;
Wu, Qing-Hua
;
Duarte Ferro, Miguel
;
Yi, Lun-Zhao
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  |  
浏览/下载:2/0
  |  
提交时间:2019/12/03
Feature selection
Informative metabolite
MPA
Model population analysis
Model population analysis (MPA)
RF
Random forests
Random forests (RF)
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