Comparative Study of QSAR/QSPR Correlations Using Support Vector Machines, Radial Basis Function Neural Networks, and Multiple Linear Regression

Journal of Chemical Information and Computer Sciences ◽

10.1021/ci049965i ◽

2004 ◽

Vol 44 (4) ◽

pp. 1257-1266 ◽

Author(s):

X. J. Yao ◽

A. Panaye ◽

J. P. Doucet ◽

R. S. Zhang ◽

H. F. Chen ◽

...

Keyword(s):

Neural Networks ◽

Support Vector Machines ◽

Linear Regression ◽

Comparative Study ◽

Radial Basis Function ◽

Multiple Linear Regression ◽

Basis Function ◽

Support Vector ◽

Vector Machines ◽

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Comparative classification study of toxicity mechanisms using support vector machines and radial basis function neural networks

Analytica Chimica Acta ◽

10.1016/j.aca.2004.11.066 ◽

2005 ◽

Vol 535 (1-2) ◽

pp. 259-273 ◽

Author(s):

X.J. Yao ◽

A. Panaye ◽

J.P. Doucet ◽

H.F. Chen ◽

R.S. Zhang ◽

...

Keyword(s):

Neural Networks ◽

Support Vector Machines ◽

Radial Basis Function ◽

Basis Function ◽

Support Vector ◽

Vector Machines ◽

Radial Basis ◽

Toxicity Mechanisms

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PREDICTION OF FORCED EXPIRATORY VOLUME (FEV6) IN FLOW–VOLUME SPIROMETRY USING SUPPORT VECTOR MACHINES AND RADIAL BASIS FUNCTION NEURAL NETWORKS

Journal of Mechanics in Medicine and Biology ◽

10.1142/s0219519410003721 ◽

2010 ◽

Vol 10 (04) ◽

pp. 683-693 ◽

Author(s):

KAVITHA ANANDAN ◽

RAMAKRISHNAN SWAMINATHAN

Keyword(s):

Neural Networks ◽

Support Vector Machines ◽

Radial Basis Function ◽

Basis Function ◽

Forced Expiratory Volume ◽

Support Vector ◽

Flow Volume ◽

Vector Machines ◽

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Quantitative predictions of gas chromatography retention indexes with support vector machines, radial basis neural networks and multiple linear regression

Analytica Chimica Acta ◽

10.1016/j.aca.2008.01.003 ◽

2008 ◽

Vol 609 (1) ◽

pp. 24-36 ◽

Author(s):

Hai-Feng Chen

Keyword(s):

Neural Networks ◽

Gas Chromatography ◽

Support Vector Machines ◽

Linear Regression ◽

Multiple Linear Regression ◽

Support Vector ◽

Radial Basis Neural Networks ◽

Vector Machines ◽

Radial Basis ◽

Retention Indexes

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Hierarchical Radial Basis Function Based Multiclass Support Vector Machines and a Hybrid Feature Pool for Bearings Fault Diagnosis

2018 International Conference on Electrical Engineering (ICEE) ◽

10.1109/icee.2018.8566908 ◽

2018 ◽

Author(s):

Muhammad Sohaib ◽

Jong-Myon Kim

Keyword(s):

Fault Diagnosis ◽

Support Vector Machines ◽

Radial Basis Function ◽

Basis Function ◽

Support Vector ◽

Vector Machines ◽

Radial Basis ◽

Multiclass Support Vector Machines

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In SilicoLogPPrediction for a Large Data Set with Support Vector Machines, Radial Basis Neural Networks and Multiple Linear Regression

Chemical Biology & Drug Design ◽

10.1111/j.1747-0285.2009.00840.x ◽

2009 ◽

Vol 74 (2) ◽

pp. 142-147 ◽

Author(s):

Hai-Feng Chen

Keyword(s):

Neural Networks ◽

Support Vector Machines ◽

Linear Regression ◽

Multiple Linear Regression ◽

Support Vector ◽

Data Set ◽

Large Data Set ◽

Radial Basis Neural Networks ◽

Vector Machines

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Evolutionary strategies for hyperparameters of support vector machines based on multi-scale radial basis function kernels

Soft Computing ◽

10.1007/s00500-009-0458-5 ◽

2009 ◽

Vol 14 (7) ◽

pp. 681-699 ◽

Author(s):

Tanasanee Phienthrakul ◽

Boonserm Kijsirikul

Keyword(s):

Support Vector Machines ◽

Radial Basis Function ◽

Basis Function ◽

Evolutionary Strategies ◽

Support Vector ◽

Multi Scale ◽

Vector Machines ◽

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Denial of service detection by support vector machines and radial-basis function neural network

Proceedings of 2004 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.04EX826) ◽

10.1109/icmlc.2004.1384587 ◽

2005 ◽

Author(s):

G.C.Y. Tsang ◽

P.P.K. Chan ◽

D.S. Yeung ◽

E.C.C. Tsang

Keyword(s):

Neural Network ◽

Support Vector Machines ◽

Radial Basis Function ◽

Basis Function ◽

Denial Of Service ◽

Support Vector ◽

Vector Machines ◽

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Weighted radial basis function kernels-based support vector machines for multispectral image classification

2012 IEEE International Geoscience and Remote Sensing Symposium ◽

10.1109/igarss.2012.6351707 ◽

2012 ◽

Author(s):

Shih-Yu Chen ◽

Yen Chieh Ouyang ◽

Chein-I Chang

Keyword(s):

Support Vector Machines ◽

Radial Basis Function ◽

Image Classification ◽

Basis Function ◽

Multispectral Image ◽

Support Vector ◽

Vector Machines ◽

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QSAR models for prediction study of HIV protease inhibitors using support vector machines, neural networks and multiple linear regression

Arabian Journal of Chemistry ◽

10.1016/j.arabjc.2012.10.021 ◽

2017 ◽

Vol 10 ◽

pp. S600-S608 ◽

Author(s):

Rachid Darnag ◽

Brahim Minaoui ◽

Mohamed Fakir

Keyword(s):

Neural Networks ◽

Support Vector Machines ◽

Linear Regression ◽

Multiple Linear Regression ◽

Protease Inhibitors ◽

Hiv Protease ◽

Support Vector ◽

Hiv Protease Inhibitors ◽

Vector Machines ◽

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Support vector machines for identifying organisms — a comparison with strongly partitioned radial basis function networks

Ecological Modelling ◽

10.1016/s0304-3800(01)00296-4 ◽

2001 ◽

Vol 146 (1-3) ◽

pp. 57-67 ◽

Author(s):

Colin W. Morris ◽

Arnaud Autret ◽

Lynne Boddy

Keyword(s):

Support Vector Machines ◽

Radial Basis Function ◽

Basis Function ◽

Support Vector ◽

Radial Basis Function Networks ◽

Vector Machines ◽

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