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

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 1,274 Downloads 2,709 Views Citations
Diabetes Diagnosis Using Machine Learning: A SVM-Based Approach (Articles)

Aya Patricia Konan, Adama Coulibaly, Kouassi Bernard Saha, Souleymane Oumtanaga

Open Journal of Applied Sciences Vol.15 No.6, June 27, 2025

DOI: 10.4236/ojapps.2025.156116 89 Downloads 652 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 1,503 Downloads 2,718 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 9,294 Downloads 16,922 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 4,903 Downloads 7,735 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 1,679 Downloads 4,018 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 912 Downloads 3,473 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 1,796 Downloads 6,751 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 752 Downloads 2,144 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 436 Downloads 1,557 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 579 Downloads 3,146 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 911 Downloads 4,831 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 435 Downloads 2,856 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 195 Downloads 1,476 Views Citations
Support Vector Regression Methodology for Performance Prediction of an Automotive Torque Converter with Turbine Parametric Model (Articles)

Jie Chen, Yifan Qiu

Open Journal of Applied Sciences Vol.15 No.6, June 30, 2025

DOI: 10.4236/ojapps.2025.156124 87 Downloads 421 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 5,329 Downloads 10,648 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 4,938 Downloads 9,616 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 5,515 Downloads 10,125 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 4,966 Downloads 12,562 Views Citations
Randomized Algorithm for Determining Stabilizing Parameter Regions for General Delay Control Systems (Articles)

Chao Yu, Binh-Nguyen Le, Xian Li, Qing-Guo Wang

Journal of Intelligent Learning Systems and Applications Vol.5 No.2, May 22, 2013

DOI: 10.4236/jilsa.2013.52011 4,481 Downloads 6,766 Views Citations

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