Predictor selection method for the construction of support vector machine (SVM)-based typhoon rainfall forecasting models using a non-dominated sorting genetic algorithm

Tao-Chang Yang; Pao-Shan Yu; Kun-Hsiang Lin; Chen-Min Kuo; Hung-Wei Tseng

doi:10.1002/met.1717

Predictor selection method for the construction of support vector machine (SVM)-based typhoon rainfall forecasting models using a non-dominated sorting genetic algorithm

Meteorological Applications ◽

10.1002/met.1717 ◽

2018 ◽

Vol 25 (4) ◽

pp. 510-522 ◽

Cited By ~ 6

Author(s):

Tao-Chang Yang ◽

Pao-Shan Yu ◽

Kun-Hsiang Lin ◽

Chen-Min Kuo ◽

Hung-Wei Tseng

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Selection Method ◽

Support Vector ◽

Rainfall Forecasting ◽

Forecasting Models ◽

Typhoon Rainfall

Download Full-text

A genetic algorithm based wrapper feature selection method for classification of hyperspectral images using support vector machine

10.1117/12.813256 ◽

2008 ◽

Cited By ~ 36

Author(s):

Li Zhuo ◽

Jing Zheng ◽

Xia Li ◽

Fang Wang ◽

Bin Ai ◽

...

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Feature Selection ◽

Feature Selection Method ◽

Selection Method ◽

Hyperspectral Images ◽

Support Vector ◽

Wrapper Feature Selection

Download Full-text

An effective feature selection method for hyperspectral image classification based on genetic algorithm and support vector machine

Knowledge-Based Systems ◽

10.1016/j.knosys.2010.07.003 ◽

2011 ◽

Vol 24 (1) ◽

pp. 40-48 ◽

Cited By ~ 153

Author(s):

Shijin Li ◽

Hao Wu ◽

Dingsheng Wan ◽

Jiali Zhu

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Feature Selection ◽

Image Classification ◽

Hyperspectral Image ◽

Feature Selection Method ◽

Selection Method ◽

Support Vector ◽

Hyperspectral Image Classification

Download Full-text

An Effective Gene Selection Method for Cancer Subtype Classification Based on Predatory Search Genetic Algorithm and Support Vector Machine

Journal of Computational and Theoretical Nanoscience ◽

10.1166/jctn.2015.4060 ◽

2015 ◽

Vol 12 (9) ◽

pp. 2538-2544 ◽

Cited By ~ 1

Author(s):

Peipei Xu ◽

Jian Ouyang ◽

Bing Chen

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Gene Selection ◽

Selection Method ◽

Support Vector ◽

Gene Selection Method ◽

Subtype Classification ◽

Cancer Subtype

Download Full-text

A Hybrid Gene Selection Method for Tumor Classification Based on Genetic Algorithm and Support Vector Machine

Journal of Computational and Theoretical Nanoscience ◽

10.1166/jctn.2015.4432 ◽

2015 ◽

Vol 12 (11) ◽

pp. 4730-4735 ◽

Cited By ~ 1

Author(s):

Bin Yu ◽

Shan Li ◽

Haijun Liu

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Gene Selection ◽

Selection Method ◽

Tumor Classification ◽

Support Vector ◽

Gene Selection Method ◽

Hybrid Gene

Download Full-text

Nonlinear correction of sensor using genetic algorithm and support vector machine

JOURNAL OF ELECTRONIC MEASUREMENT AND INSTRUMENT ◽

10.3724/sp.j.1187.2011.00056 ◽

2011 ◽

Vol 25 (1) ◽

pp. 56-60 ◽

Cited By ~ 1

Author(s):

Tao Liu ◽

Hua Wang

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Support Vector ◽

Nonlinear Correction

Download Full-text

A New Method to Obtain 3-D Surface Deformations From InSAR and GNSS Data With Genetic Algorithm and Support Vector Machine

IEEE Geoscience and Remote Sensing Letters ◽

10.1109/lgrs.2021.3049128 ◽

2021 ◽

pp. 1-5

Author(s):

Panfeng Ji ◽

Xiaolei Lv ◽

Jingchuan Yao ◽

Guangcai Sun

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

New Method ◽

Support Vector ◽

Surface Deformations ◽

Gnss Data

Download Full-text

Mid-term prediction of electrical energy consumption for crude oil pipelines using a hybrid algorithm of support vector machine and genetic algorithm

Energy ◽

10.1016/j.energy.2021.119955 ◽

2021 ◽

Vol 222 ◽

pp. 119955

Author(s):

Lei Xu ◽

Lei Hou ◽

Zhenyu Zhu ◽

Yu Li ◽

Jiaquan Liu ◽

...

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Energy Consumption ◽

Crude Oil ◽

Hybrid Algorithm ◽

Electrical Energy ◽

Support Vector ◽

Electrical Energy Consumption ◽

Term Prediction ◽

Oil Pipelines

Download Full-text

Application of Support Vector Machine Of Quantum Genetic Algorithm With Gauss Initialization In Multi-Class Classification

2019 16th International Computer Conference on Wavelet Active Media Technology and Information Processing ◽

10.1109/iccwamtip47768.2019.9067652 ◽

2019 ◽

Author(s):

CHI ZHANG ◽

DAN LI ◽

HAO-YANG LI ◽

LAN-FEI MA ◽

JIA-YI SONG ◽

...

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Support Vector ◽

Quantum Genetic Algorithm ◽

Multi Class Classification

Download Full-text

Security audit system using Adaptive Genetic Algorithm and Support Vector Machine

2010 3rd International Conference on Advanced Computer Theory and Engineering(ICACTE) ◽

10.1109/icacte.2010.5579632 ◽

2010 ◽

Cited By ~ 2

Author(s):

Xiaomei Yi ◽

Peng Wu

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Support Vector ◽

Adaptive Genetic Algorithm ◽

Security Audit ◽

Audit System

Download Full-text

Mutation probability of cytochrome P450 based on a genetic algorithm and support vector machine

Biotechnology Journal ◽

10.1002/biot.201000450 ◽

2011 ◽

Vol 6 (11) ◽

pp. 1367-1376 ◽

Cited By ~ 5

Author(s):

Yu Yao ◽

Tao Zhang ◽

Yi Xiong ◽

Li Li ◽

Juan Huo ◽

...

Keyword(s):

Genetic Algorithm ◽

Support Vector Machine ◽

Cytochrome P450 ◽

Support Vector ◽

Mutation Probability

Download Full-text