Hyper-Parameter Estimation; Support Vector Regression; Machine Learning; Data Mining - Articles

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 16,921 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
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
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
The Network Educational Resources Construction on Meteorology Based on Data Mining (Articles)

Rui Chen, Yang Zhao

Open Journal of Social Sciences Vol.3 No.6, May 21, 2015

DOI: 10.4236/jss.2015.36001 5,508 Downloads 6,512 Views Citations
A Bayesian Approach to Identify Photos Likely to Be More Popular in Social Media (Articles)

Arunabha Choudhury, Sriram Nagaswamy

Journal of Computer and Communications Vol.3 No.11, November 19, 2015

DOI: 10.4236/jcc.2015.311031 4,035 Downloads 5,232 Views Citations
Comparison of Machine Learning Regression Methods to Simulate NO₃ Flux in Soil Solution under Potato Crops (Articles)

J. G. Fortin, A. Morais, F. Anctil, L. E. Parent

Applied Mathematics Vol.5 No.5, March 24, 2014

DOI: 10.4236/am.2014.55079 7,031 Downloads 9,547 Views Citations
This article belongs to the Special Issue on Regression Models
Linear Regression and Gradient Descent Method for Electricity Output Power Prediction (Articles)

Yuanliang Liao

Journal of Computer and Communications Vol.7 No.12, December 16, 2019

DOI: 10.4236/jcc.2019.712004 972 Downloads 2,781 Views Citations
Development of a Quantitative Prediction Support System Using the Linear Regression Method (Articles)

Jeremie Ndikumagenge, Vercus Ntirandekura

Journal of Applied Mathematics and Physics Vol.11 No.2, February 13, 2023

DOI: 10.4236/jamp.2023.112024 292 Downloads 1,044 Views Citations
Prediction of Abidjan Groundwater Quality Using Machine Learning Approaches: An Exploratory Study (Articles)

Dion Gueu Edith Kressy

Intelligent Control and Automation Vol.15 No.4, November 28, 2024

DOI: 10.4236/ica.2024.154010 199 Downloads 939 Views Citations
Identification of Cardiovascular Disease via Diverse Machine Learning Methods (Articles)

Araf Islam, Mohammad Abu Saleh, Afia Fairooz Tasnim, Md. Samiun, Syeda Kamari Noor, Kanchon Kumar Bishnu

Journal of Computer and Communications Vol.12 No.12, December 26, 2024

DOI: 10.4236/jcc.2024.1212009 125 Downloads 1,015 Views Citations
Analysis of Road Traffic Accident Using AI Techniques (Articles)

Innocent Ekanem

Open Journal of Safety Science and Technology Vol.15 No.1, March 20, 2025

DOI: 10.4236/ojsst.2025.151004 232 Downloads 2,082 Views Citations
A New Method to Predict the Mechanical Behavior for a Family of Composite Materials (Articles)

Viorel Mînzu, Iulian Arama

Journal of Materials Science and Chemical Engineering Vol.13 No.9, September 23, 2025

DOI: 10.4236/msce.2025.139009 98 Downloads 581 Views Citations
Using position specific scoring matrix and auto covariance to predict protein subnuclear localization (Articles)

Rong-Quan Xiao, Yan-Zhi Guo, Yu-Hong Zeng, Hai-Feng Tan, Hai-Feng Tan, Xue-Mei Pu, Meng-Long Li

Journal of Biomedical Science and Engineering Vol.2 No.1, February 13, 2009

DOI: 10.4236/jbise.2009.21009 6,151 Downloads 11,545 Views Citations
Research on Early Fault Self-Recovery Monitoring of Aero-Engine Rotor System (Articles)

Z.S. WANG, S.W. MA

Engineering Vol.2 No.1, January 27, 2010

DOI: 10.4236/eng.2010.21008 5,283 Downloads 9,252 Views Citations
Wrist blood flow signal-based computerized pulse diagnosis using spatial and spectrum features (Articles)

Dong-Yu Zhang, Wang-Meng Zuo, David Zhang, Hong-Zhi Zhang, Nai-Min Li

Journal of Biomedical Science and Engineering Vol.3 No.4, April 28, 2010

DOI: 10.4236/jbise.2010.34050 8,262 Downloads 16,935 Views Citations
Dynamic Spatial Discrimination Maps of Discriminative Activation between Different Tasks Based on Support Vector Machines (Articles)

Guangxin Huang, Huafu Chen, Feng Yin

Applied Mathematics Vol.2 No.1, January 30, 2011

DOI: 10.4236/am.2011.21010 4,416 Downloads 8,610 Views Citations
Application of Least Square Support Vector Machine (LSSVM) for Determination of Evaporation Losses in Reservoirs (Articles)

Pijush Samui

Engineering Vol.3 No.4, April 8, 2011

DOI: 10.4236/eng.2011.34049 6,720 Downloads 13,824 Views Citations

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