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Predicting the biological activities of triazole derivatives as SGLT2 inhibitors using multilayer perceptron neural network, support vector machine, and projection pursuit regression models
期刊论文
CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2016, 卷号: 156, 页码: 166-173
作者:
Yuan, Jintao[1]
;
Yu, Shuling[2]
;
Gao, Shufang[3]
;
Gan, Ying[4]
;
Zhang, Yi[5]
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/23
Quantitative structure-activity relationship
Sodium-dependent glucose cotransporters-2
Multilayer perceptron neural network
Support vector machine
Projection pursuit regression
Linear and nonlinear models for predicting fish bioconcentration factors for pesticides
期刊论文
CHEMOSPHERE, 2016, 卷号: 156, 页码: 334-340
作者:
Yuan, Jintao[1]
;
Xie, Chun[2]
;
Zhang, Ting[3]
;
Sun, Jinfang[4]
;
Yuan, Xuejie[5]
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/23
Bioconcentration factor
Multiple linear regression
Multilayer perceptron neural network
Projection pursuit regression
Forecasting container throughput of Qingdao port with a hybrid model
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2015, 卷号: 28, 页码: 105-121
作者:
Huang Anqiang
;
Lai Kinkeung
;
Li Yinhua
;
Wang Shouyang
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  |  
浏览/下载:8/0
  |  
提交时间:2019/12/30
Container throughput forecast
genetic programming algorithm
outlier processing
projection pursuit regression
Forecasting container throughput of Qingdao port with a hybrid model
期刊论文
JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY, 2015, 卷号: 28, 期号: 1, 页码: 105-121
作者:
Huang Anqiang
;
Lai Kinkeung
;
Li Yinhua
;
Wang Shouyang
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  |  
浏览/下载:0/0
  |  
提交时间:2021/01/14
PROJECTION PURSUIT REGRESSION
WAVELET-BASED DETECTION
FINANCIAL TIME-SERIES
OUTLIER DETECTION
GENETIC ALGORITHMS
NOVELTY DETECTION
NEURAL-NETWORKS
PREDICTION
Container throughput forecast
genetic programming algorithm
outlier processing
projection pursuit regression
QSPR modeling of nonionic surfactant cloud points: An update
期刊论文
JOURNAL OF COLLOID AND INTERFACE SCIENCE, 2011, 卷号: 358, 期号: 1
-
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浏览/下载:6/0
  |  
提交时间:2014/12/05
QSPR
Nonionic surfactant
Cloud point
Principal component analysis
Support vector machine
Projection pursuit regression
USE OF ADVANCED STATISTICAL LEARNING METHODS AND PRINCIPAL COMPONENT ANALYSIS IN QUANTITATIVE STRUCTURE-GENOTOXICITY RELATIONSHIP STUDY OF AMINES
期刊论文
COLLECTION OF CZECHOSLOVAK CHEMICAL COMMUNICATIONS, 2011, 卷号: 76, 期号: 4
-
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浏览/下载:5/0
  |  
提交时间:2014/12/05
Quantitative structure-genotoxicity relationship
Amine
Principal component analysis
Support vector machine
Projection pursuit regression
QSPR Study on the Melting Points of a Diverse Set of Potential Ionic Liquids by Projection Pursuit Regression
期刊论文
QSAR & COMBINATORIAL SCIENCE, 2009, 卷号: 28, 期号: 11-12
-
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  |  
浏览/下载:9/0
  |  
提交时间:2014/12/05
Ionic liquids
Melting points
Projection pursuit regression
Quantitative structure-property relationship
Prediction of Photolysis of PCDD/Fs Adsorbed to Spruce [Picea abies (L.) Karst.] Needle Surfaces Under Sunlight Irradiation Based on Projection Pursuit Regression
期刊论文
QSAR & COMBINATORIAL SCIENCE, 2009, 卷号: 28, 期号: 2
-
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  |  
浏览/下载:8/0
  |  
提交时间:2014/12/05
Heuristic method
PCDD/Fs
Photolysis
Projection pursuit regression
Quantitative structure-property relationship
A novel quantitative structure-activity relationship method to predict the affinities of MT3 melatonin binding site
期刊论文
EUROPEAN JOURNAL OF MEDICINAL CHEMISTRY, 2008, 卷号: 43, 期号: 12
-
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  |  
浏览/下载:3/0
  |  
提交时间:2014/12/05
Melatonin
Quantitative structure-activity relationship
Genetic algorithm
Grid search-support vector machine
Projection pursuit regression
Prediction of Fungicidal Activities of Rice Blast Disease Based on Least-Squares Support Vector Machines and Project Pursuit Regression
期刊论文
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2008, 卷号: 56, 期号: 22
-
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2014/12/05
Quantitative structure-activity relationship (QSAR)
fungicidal activity
genetic algorithm (GA)
projection pursuit regression (PPR)
least-squares support vector machine (LS-SVM)
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