Classification of Hyperspectral Images of Small Samples Based on Support Vector Machine and Back Propagation Neural Network

Cheng-Biao Fu; An-Hong Tian

doi:10.18494/sam.2020.2669

Classification of Hyperspectral Images of Small Samples Based on Support Vector Machine and Back Propagation Neural Network

Sensors and Materials ◽

10.18494/sam.2020.2669 ◽

2020 ◽

Vol 32 (1) ◽

pp. 447

Author(s):

Cheng-Biao Fu ◽

An-Hong Tian

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Back Propagation ◽

Back Propagation Neural Network ◽

Hyperspectral Images ◽

Small Samples ◽

Support Vector

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Text Classification with Support Vector Machine and Back Propagation Neural Network

Computational Science – ICCS 2007 - Lecture Notes in Computer Science ◽

10.1007/978-3-540-72590-9_21 ◽

2007 ◽

pp. 150-157 ◽

Cited By ~ 5

Author(s):

Wen Zhang ◽

Xijin Tang ◽

Taketoshi Yoshida

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Text Classification ◽

Back Propagation ◽

Back Propagation Neural Network ◽

Support Vector

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Comparison of support vector machine, back propagation neural network and extreme learning machine for syndrome element differentiation

Artificial Intelligence Review ◽

10.1007/s10462-019-09738-z ◽

2019 ◽

Vol 53 (4) ◽

pp. 2453-2481 ◽

Cited By ~ 2

Author(s):

Enliang Yan ◽

Jialin Song ◽

Chaonan Liu ◽

Jingmin Luan ◽

Wenxue Hong

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Extreme Learning Machine ◽

Back Propagation ◽

Back Propagation Neural Network ◽

Support Vector ◽

Syndrome Element ◽

Learning Machine

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Rotating Machine Fault Diagnosis Based on Locality Preserving Projection and Back Propagation Neural Network–Support Vector Machine Model

Measurement and Control ◽

10.1177/0020294015595995 ◽

2015 ◽

Vol 48 (7) ◽

pp. 211-216 ◽

Cited By ~ 15

Author(s):

Shaojiang Dong ◽

Xiangyang Xu ◽

Juan Liu ◽

Zhengyuan Gao

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Support Vector Machine Model ◽

Back Propagation ◽

Back Propagation Neural Network ◽

Support Vector ◽

Machine Model ◽

Network Support ◽

Rotating Machine ◽

Locality Preserving

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Comparison of random forest, support vector machine and back propagation neural network for electronic tongue data classification: Application to the recognition of orange beverage and Chinese vinegar

Sensors and Actuators B Chemical ◽

10.1016/j.snb.2012.11.071 ◽

2013 ◽

Vol 177 ◽

pp. 970-980 ◽

Cited By ~ 151

Author(s):

Miao Liu ◽

Mingjun Wang ◽

Jun Wang ◽

Duo Li

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Random Forest ◽

Back Propagation ◽

Electronic Tongue ◽

Data Classification ◽

Back Propagation Neural Network ◽

Support Vector ◽

Chinese Vinegar

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Two Text Classifiers in Online Discussion: Support Vector Machine vs Back-Propagation Neural Network

TELKOMNIKA (Telecommunication Computing Electronics and Control) ◽

10.12928/telkomnika.v12i1.17 ◽

2014 ◽

Vol 12 (1) ◽

pp. 189

Author(s):

E. Erlin ◽

R. Rahmiati ◽

Unang Rio

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Online Discussion ◽

Back Propagation ◽

Back Propagation Neural Network ◽

Support Vector ◽

Text Classifiers

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Estimation of Crude Oil Minimum Miscibility Pressure During CO2 Flooding: A Comparative Study of Random Forest, Support Vector Machine, and Back Propagation Neural Network

2020 IEEE 5th Information Technology and Mechatronics Engineering Conference (ITOEC) ◽

10.1109/itoec49072.2020.9141885 ◽

2020 ◽

Author(s):

Jin Zhang ◽

Xiuqing Zhang ◽

Shaoyang Dong

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Random Forest ◽

Comparative Study ◽

Crude Oil ◽

Back Propagation ◽

Back Propagation Neural Network ◽

Support Vector ◽

Co2 Flooding ◽

Minimum Miscibility Pressure

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Models of logistic regression analysis, support vector machine, and back-propagation neural network based on serum tumor markers in colorectal cancer diagnosis

Genetics and Molecular Research ◽

10.4238/gmr.15028643 ◽

2016 ◽

Vol 15 (2) ◽

Cited By ~ 6

Author(s):

B. Zhang ◽

X.L. Liang ◽

H.Y. Gao ◽

L.S. Ye ◽

Y.G. Wang

Keyword(s):

Neural Network ◽

Colorectal Cancer ◽

Support Vector Machine ◽

Logistic Regression ◽

Regression Analysis ◽

Tumor Markers ◽

Cancer Diagnosis ◽

Back Propagation ◽

Back Propagation Neural Network ◽

Support Vector

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A Hybrid Model Based on Back-Propagation Neural Network and Optimized Support Vector Machine with Particle Swarm Algorithm for Assessing Blade Icing on Wind Turbines

Energy Engineering ◽

10.32604/ee.2021.015542 ◽

2021 ◽

Vol 118 (6) ◽

pp. 1869-1886

Author(s):

Xiyang Li ◽

Bin Cheng ◽

Hui Zhang ◽

Xianghan Zhang ◽

Zhi Yun

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Hybrid Model ◽

Wind Turbines ◽

Back Propagation ◽

Particle Swarm ◽

Back Propagation Neural Network ◽

Support Vector ◽

Particle Swarm Algorithm ◽

Swarm Algorithm

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Support Vector Machine and Back Propagation Neural Network Approach for Text Classification

Journal of University of Human Development ◽

10.21928/juhd.20170610.40 ◽

2017 ◽

Vol 3 (2) ◽

pp. 869-876

Author(s):

Yaqeen Saad ◽

◽

Khaled Shaker ◽

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Text Classification ◽

Back Propagation ◽

Back Propagation Neural Network ◽

Support Vector ◽

Network Approach ◽

Neural Network Approach

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Forecast of water level and ice jam thickness using the back propagation neural network and support vector machine methods

International Journal of Environmental Science and Technology ◽

10.1007/bf03326131 ◽

2010 ◽

Vol 7 (2) ◽

pp. 215-224 ◽

Cited By ~ 16

Author(s):

J. Wang ◽

J. Sui ◽

L. Guo ◽

B. W. Karney ◽

R. Jüpner

Keyword(s):

Neural Network ◽

Support Vector Machine ◽

Water Level ◽

Back Propagation ◽

Back Propagation Neural Network ◽

Support Vector ◽

Ice Jam ◽

Ice Jam Thickness

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