Support Vector Machines; Support Vector Regression; Linear Programming Support Vector Regression - Articles

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 8,312 Downloads 15,182 Views Citations
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 5,091 Downloads 9,667 Views Citations
Forecasting the Demand of Short-Term Electric Power Load with Large-Scale LP-SVR (Articles)

Pablo Rivas-Perea, Juan Cota-Ruiz, David Garcia Chaparro, Abel Quezada Carreón, Francisco J. Enríquez Aguilera, Jose-Gerardo Rosiles

Smart Grid and Renewable Energy Vol.4 No.6, September 6, 2013

DOI: 10.4236/sgre.2013.46051 4,791 Downloads 7,150 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 6,161 Downloads 10,200 Views Citations
Support Vector Regression Model of Chlorophyll-a during Spring Algal Bloom in Xiangxi Bay of Three Gorges Reservoir, China (Articles)

Hua-Jun Luo, De-Fu Liu, Ying-Ping Huang

Journal of Environmental Protection Vol.3 No.5, May 30, 2012

DOI: 10.4236/jep.2012.35052 4,537 Downloads 7,452 Views Citations
Long Term Load Forecasting and Recommendations for China Based on Support Vector Regression (Articles)

Shijie Ye, Guangfu Zhu, Zhi Xiao

Energy and Power Engineering Vol.4 No.5, September 26, 2012

DOI: 10.4236/epe.2012.45050 4,731 Downloads 7,915 Views Citations
LP-SVR Model Selection Using an Inexact Globalized Quasi-Newton Strategy (Articles)

Pablo Rivas-Perea, Juan Cota-Ruiz, J. A. Perez Venzor, David Garcia Chaparro, Jose-Gerardo Rosiles

Journal of Intelligent Learning Systems and Applications Vol.5 No.1, February 22, 2013

DOI: 10.4236/jilsa.2013.51003 5,766 Downloads 8,173 Views Citations
Comparison of School Building Construction Costs Estimation Methods Using Regression Analysis, Neural Network, and Support Vector Machine (Articles)

Gwang-Hee Kim, Jae-Min Shin, Sangyong Kim, Yoonseok Shin

Journal of Building Construction and Planning Research Vol.1 No.1, March 29, 2013

DOI: 10.4236/jbcpr.2013.11001 12,472 Downloads 26,745 Views Citations
Evaluations of Machine Learning Algorithms Using Simulation Study (Articles)

Nasrin Khatun

Open Journal of Statistics Vol.15 No.1, February 18, 2025

DOI: 10.4236/ojs.2025.151003 134 Downloads 563 Views Citations
Predicting Credit Card Transaction Fraud Using Machine Learning Algorithms (Articles)

Jiaxin Gao, Zirui Zhou, Jiangshan Ai, Bingxin Xia, Stephen Coggeshall

Journal of Intelligent Learning Systems and Applications Vol.11 No.3, August 14, 2019

DOI: 10.4236/jilsa.2019.113003 2,559 Downloads 11,041 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 3,727 Downloads 6,588 Views Citations
Identification of Question and Non-Question Segments in Arabic Monologues Using Prosodic Features: Novel Type-2 Fuzzy Logic and Sensitivity-Based Linear Learning Approaches (Articles)

Sunday Olusanya Olatunji, Lahouari Cheded, Wasfi G. Al-Khatib, Omair Khan

Journal of Intelligent Learning Systems and Applications Vol.5 No.3, July 31, 2013

DOI: 10.4236/jilsa.2013.53018 3,964 Downloads 6,981 Views Citations
Automatic Abnormal Electroencephalograms Detection of Preterm Infants (Articles)

Daniel Schang, Pierre Chauvet, Sylvie Nguyen The Tich, Bassam Daya, Nisrine Jrad, Marc Gibaud

Journal of Data Analysis and Information Processing Vol.6 No.4, November 12, 2018

DOI: 10.4236/jdaip.2018.64009 1,242 Downloads 2,495 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 5,917 Downloads 10,785 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 4,110 Downloads 6,583 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 4,771 Downloads 6,567 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 5,044 Downloads 6,207 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 3,510 Downloads 4,827 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 3,470 Downloads 5,626 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 1,794 Downloads 3,465 Views Citations

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