Support Vector Regression - Articles - Scientific Research Publishing

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 13,812 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 4,347 Downloads 6,927 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 4,510 Downloads 7,319 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 5,594 Downloads 7,753 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 12,031 Downloads 25,560 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 4,550 Downloads 6,517 Views Citations
Short Term Electric Load Prediction by Incorporation of Kernel into Features Extraction Regression Technique (Articles)

Ruaa Mohamed-Rashad Ghandour, Jun Li

Smart Grid and Renewable Energy Vol.8 No.1，December 29, 2016

DOI: 10.4236/sgre.2017.81002 1,357 Downloads 2,246 Views Citations
Sequence based prediction of relative solvent accessibility using two-stage support vector regression with confidence values (Articles)

Ke Chen, Michal Kurgan, Lukasz Kurgan

Journal of Biomedical Science and Engineering Vol.1 No.1，June 6, 2008

DOI: 10.4236/jbise.2008.11001 8,963 Downloads 16,064 Views Citations
Configuration for Predicting Travel-Time Using Wavelet Packets and Support Vector Regression (Articles)

Adeel Yusuf, Vijay K. Madisetti

Journal of Transportation Technologies Vol.3 No.3，July 11, 2013

DOI: 10.4236/jtts.2013.33023 4,695 Downloads 7,172 Views Citations
Application of SVR Models in Stock Index Forecast Based on Different Parameter Search Methods (Articles)

Jiechao Chen, Huazhou Chen, Yajuan Huo, Wanting Gao

Open Journal of Statistics Vol.7 No.2，April 20, 2017

DOI: 10.4236/ojs.2017.72015 1,540 Downloads 3,372 Views Citations
Ground Ozone Level Prediction Using Machine Learning (Articles)

Zhiying Meng

Journal of Software Engineering and Applications Vol.12 No.10，October 29, 2019

DOI: 10.4236/jsea.2019.1210026 746 Downloads 2,930 Views Citations
Comparison of Different Machine Learning Algorithms for the Prediction of Coronary Artery Disease (Articles)

Imran Chowdhury Dipto, Tanzila Islam, H M Mostafizur Rahman, Md Ashiqur Rahman

Journal of Data Analysis and Information Processing Vol.8 No.2，April 9, 2020

DOI: 10.4236/jdaip.2020.82003 1,586 Downloads 5,914 Views Citations
A Short-Term PV Power Forecasting Method Using a Hybrid Kmeans-GRA-SVR Model under Ideal Weather Condition (Articles)

Jiemin Lin, Haiming Li

Journal of Computer and Communications Vol.8 No.11，November 26, 2020

DOI: 10.4236/jcc.2020.811008 535 Downloads 1,555 Views Citations
A Hybrid K-Means-GRA-SVR Model Based on Feature Selection for Day-Ahead Prediction of Photovoltaic Power Generation (Articles)

Jiemin Lin, Haiming Li

Journal of Computer and Communications Vol.9 No.11，November 17, 2021

DOI: 10.4236/jcc.2021.911007 292 Downloads 1,047 Views Citations
Path Loss Modeling: A Machine Learning Based Approach Using Support Vector Regression and Radial Basis Function Models (Articles)

Stephen Ojo, Arif Sari, Taiwo P. Ojo

Open Journal of Applied Sciences Vol.12 No.6，June 28, 2022

DOI: 10.4236/ojapps.2022.126068 402 Downloads 2,264 Views Citations
State of Health Estimation of Lithium-Ion Batteries Using Support Vector Regression and Long Short-Term Memory (Articles)

Inioluwa Obisakin, Chikodinaka Vanessa Ekeanyanwu

Open Journal of Applied Sciences Vol.12 No.8，August 19, 2022

DOI: 10.4236/ojapps.2022.128094 476 Downloads 2,717 Views Citations
Stock Price Prediction Research—Machine Learning Model Evaluation (Articles)

Navye Vedant

Open Journal of Business and Management Vol.12 No.2，March 29, 2024

DOI: 10.4236/ojbm.2024.122066 213 Downloads 1,303 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 33 Downloads 151 Views Citations
Machine Learning-Based Classification of Coronary Heart Disease: A Comparative Analysis of Logistic Regression, Random Forest, and Support Vector Machine Models (Articles)

Zakia Sultana Munmun, Salma Akter, Chowdhury Raihan Parvez

Open Access Library Journal Vol.12 No.3，March 26, 2025

DOI: 10.4236/oalib.1113054 35 Downloads 249 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

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