Least Squares Support Vector Machines - Articles - Scientific Research Publishing

Fast Variable Selection by Block Addition and Block Deletion (Articles)

Takashi Nagatani, Seiichi Ozawa, Shigeo Abe

Journal of Intelligent Learning Systems and Applications Vol.2 No.4，December 14, 2010

DOI: 10.4236/jilsa.2010.24023 4,873 Downloads 9,115 Views Citations
A New Multi-Method Combination Forecasting Model for ESDD Predicting (Articles)

Haiyan SHUAI, Qingwu GONG

Energy and Power Engineering Vol.1 No.2，December 1, 2009

DOI: 10.4236/epe.2009.12015 5,874 Downloads 9,564 Views Citations
Deformation prediction model of surrounding rock based on GA-LSSVM-markov (Articles)

Duo-Dian Wang, Guo-Qing Qiu, Wen-Bin Xie, Yue Wang

Natural Science Vol.4 No.2，February 22, 2012

DOI: 10.4236/ns.2012.42013 4,743 Downloads 8,985 Views Citations
Classification of Power Quality Disturbances Using Wavelet Packet Energy Entropy and LS-SVM (Articles)

Ming Zhang, Kaicheng Li, Yisheng Hu

Energy and Power Engineering Vol.2 No.3，August 25, 2010

DOI: 10.4236/epe.2010.23023 5,880 Downloads 11,560 Views Citations
Predicting of Power Quality Steady State Index Based on Chaotic Theory Using Least Squares Support Vector Machine (Articles)

Aiqiang Pan, Jian Zhou, Peng Zhang, Shunfu Lin, Jikai Tang

Energy and Power Engineering Vol.9 No.4B，April 6, 2017

DOI: 10.4236/epe.2017.94B077 3,362 Downloads 4,301 Views Citations
Support Vector Machines for Regression: A Succinct Review of Large-Scale and Linear Programming Formulations (Articles)

Pablo Rivas-Perea, Juan Cota-Ruiz, David Garcia Chaparro, Jorge Arturo Perez Venzor, Abel Quezada Carreón, Jose Gerardo Rosiles

International Journal of Intelligence Science Vol.3 No.1，January 29, 2013

DOI: 10.4236/ijis.2013.31002 7,893 Downloads 13,815 Views Citations
Time Series Forecasting Using Wavelet-Least Squares Support Vector Machines and Wavelet Regression Models for Monthly Stream Flow Data (Articles)

Siraj Muhammed Pandhiani, Ani Bin Shabri

Open Journal of Statistics Vol.3 No.3，June 18, 2013

DOI: 10.4236/ojs.2013.33021 6,578 Downloads 11,433 Views Citations
Forecast Urban Air Pollution in Mexico City by Using Support Vector Machines: A Kernel Performance Approach (Articles)

Artemio Sotomayor-Olmedo, Marco A. Aceves-Fernández, Efrén Gorrostieta-Hurtado, Carlos Pedraza-Ortega, Juan M. Ramos-Arreguín, J. Emilio Vargas-Soto

International Journal of Intelligence Science Vol.3 No.3，July 5, 2013

DOI: 10.4236/ijis.2013.33014 5,704 Downloads 10,125 Views Citations
Neuropathology Classifier Based on Higher Order Spectra (Articles)

Cesar Seijas, Antonino Caralli, Sergio Villazana

Journal of Computer and Communications Vol.1 No.4，October 29, 2013

DOI: 10.4236/jcc.2013.14005 3,978 Downloads 6,161 Views Citations
Data Fusion with Optimized Block Kernels in LS-SVM for Protein Classification (Articles)

Li Liao

Engineering Vol.5 No.10B，October 31, 2013

DOI: 10.4236/eng.2013.510B048 4,515 Downloads 5,962 Views Citations
Support Vector Machines Networks to Hybrid Neuro-Genetic SVMs in Portfolio Selection (Articles)

N. Loukeris, I. Eleftheriadis

Intelligent Information Management Vol.7 No.3，May 8, 2015

DOI: 10.4236/iim.2015.73011 4,897 Downloads 5,747 Views Citations
Krylov Iterative Methods for Support Vector Machines to Classify Galaxy Morphologies (Articles)

Matthew Freed, Jeonghwa Lee

Journal of Data Analysis and Information Processing Vol.3 No.3，August 27, 2015

DOI: 10.4236/jdaip.2015.33009 3,330 Downloads 4,253 Views Citations
Enhanced Classification Accuracy for Cardiotocogram Data with Ensemble Feature Selection and Classifier Ensemble (Articles)

Tipawan Silwattananusarn, Wanida Kanarkard, Kulthida Tuamsuk

Journal of Computer and Communications Vol.4 No.4，March 25, 2016

DOI: 10.4236/jcc.2016.44003 3,309 Downloads 5,075 Views Citations
The Corporate Financial Forecasting Based on Least Squares Support Vector Machines Methods (Articles)

Shunquan Zhu

Technology and Investment Vol.8 No.3，August 9, 2017

DOI: 10.4236/ti.2017.83013 1,638 Downloads 2,974 Views Citations
Estimating Total Nitrogen Content in Brown Soil of Orchard Based on Hyperspectrum (Articles)

Shujing Cao, Xicun Zhu, Cheng Li, Yu Wei, Xiaoyan Guo, Xinyang Yu, Chunyan Chang

Open Journal of Soil Science Vol.7 No.9，September 11, 2017

DOI: 10.4236/ojss.2017.79015 1,129 Downloads 2,224 Views Citations
An Improved Kriging Interpolation Technique Based on SVM and Its Recovery Experiment in Oceanic Missing Data (Articles)

Zhisong Huang, Huizan Wang, Ren Zhang

American Journal of Computational Mathematics Vol.2 No.1，March 21, 2012

DOI: 10.4236/ajcm.2012.21007 6,054 Downloads 10,830 Views Citations
Categorization and Reorientation of Images Based on Low Level Features (Articles)

Rajen Bhatt, Gaurav Sharma, Abhinav Dhall, Naresh Kumar, Santanu Chaudhury

Journal of Intelligent Learning Systems and Applications Vol.3 No.1，February 24, 2011

DOI: 10.4236/jilsa.2011.31001 5,131 Downloads 10,146 Views Citations
Human Identity Verification Using Multispectral Palmprint Fusion (Articles)

Dakshina Ranjan Kisku, Ajita Rattani, Phalguni Gupta, Jamuna Kanta Sing, C. Jinshong Hwang

Journal of Signal and Information Processing Vol.3 No.2，May 30, 2012

DOI: 10.4236/jsip.2012.32036 5,293 Downloads 9,615 Views Citations
Using Non-Additive Measure for Optimization-Based Nonlinear Classification (Articles)

Nian Yan, Zhengxin Chen, Yong Shi, Zhenyuan Wang, Guimin Huang

American Journal of Operations Research Vol.2 No.3，September 19, 2012

DOI: 10.4236/ajor.2012.23044 3,526 Downloads 6,031 Views Citations
An Inexact Implementation of Smoothing Homotopy Method for Semi-Supervised Support Vector Machines (Articles)

Huijuan Xiong, Feng Shi

Journal of Data Analysis and Information Processing Vol.1 No.1，February 26, 2013

DOI: 10.4236/jdaip.2013.11001 4,778 Downloads 12,092 Views Citations

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