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

X.J. Yao; A. Panaye; J.P. Doucet; H.F. Chen; R.S. Zhang; B.T. Fan; M.C. Liu; Z.D. Hu

doi:10.1016/j.aca.2004.11.066

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 ◽

Cited By ~ 50

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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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 ◽

Cited By ~ 152

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 ◽

Radial Basis

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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 ◽

Cited By ~ 2

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 ◽

Radial Basis

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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 ◽

Cited By ~ 1

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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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 ◽

Cited By ~ 11

Author(s):

Tanasanee Phienthrakul ◽

Boonserm Kijsirikul

Keyword(s):

Support Vector Machines ◽

Radial Basis Function ◽

Basis Function ◽

Evolutionary Strategies ◽

Support Vector ◽

Multi Scale ◽

Vector Machines ◽

Radial Basis

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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 ◽

Cited By ~ 4

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 ◽

Radial Basis

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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 ◽

Cited By ~ 2

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 ◽

Radial Basis

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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 ◽

Cited By ~ 42

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 ◽

Radial Basis

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Imbalance classification in a scaled-down wind turbine using radial basis function kernel and support vector machines

Energy ◽

10.1016/j.energy.2021.122064 ◽

2021 ◽

pp. 122064

Author(s):

Tiago de Oliveira Nogueira ◽

Gilderlânio Barbosa Alves Palacio ◽

Fabrício Damasceno Braga ◽

Pedro Paulo Nunes Maia ◽

Elineudo Pinho de Moura ◽

...

Keyword(s):

Support Vector Machines ◽

Radial Basis Function ◽

Wind Turbine ◽

Basis Function ◽

Support Vector ◽

Radial Basis Function Kernel ◽

Vector Machines ◽

Radial Basis

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Identification of Wine According to Grape Variety Using Near-Infrared Spectroscopy Based on Radial Basis Function Neural Networks and Least-Squares Support Vector Machines

Food Analytical Methods ◽

10.1007/s12161-017-0887-1 ◽

2017 ◽

Vol 10 (10) ◽

pp. 3306-3311 ◽

Cited By ~ 10

Author(s):

Jing Yu ◽

Jicheng Zhan ◽

Weidong Huang

Keyword(s):

Neural Networks ◽

Infrared Spectroscopy ◽

Support Vector Machines ◽

Radial Basis Function ◽

Near Infrared Spectroscopy ◽

Basis Function ◽

Near Infrared ◽

Support Vector ◽

Grape Variety ◽

Vector Machines

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Lower C limits in support vector machines with radial basis function kernels

2012 International Symposium on Information Technologies in Medicine and Education ◽

10.1109/itime.2012.6291416 ◽

2012 ◽

Author(s):

Huichuan Duan ◽

Xiyu Liu

Keyword(s):

Support Vector Machines ◽

Radial Basis Function ◽

Basis Function ◽

Support Vector ◽

Vector Machines ◽

Radial Basis

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