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

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
Using Optimized Distributional Parameters as Inputs in a Sequential Unsupervised and Supervised Modeling of Sunspots Data (Articles)

K. Mwitondi, J. Bugrien, K. Wang

Journal of Software Engineering and Applications Vol.6 No.7B, October 23, 2013

DOI: 10.4236/jsea.2013.67B007 3,622 Downloads 5,108 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 911 Downloads 3,468 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 1,795 Downloads 6,745 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 1,475 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 3,142 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 434 Downloads 2,852 Views Citations
Prediction of Solar Irradiation Using Quantum Support Vector Machine Learning Algorithm (Articles)

Makhamisa Senekane, Benedict Molibeli Taele

Smart Grid and Renewable Energy Vol.7 No.12, December 6, 2016

DOI: 10.4236/sgre.2016.712022 2,912 Downloads 7,518 Views Citations
Wind Energy Prediction Using Machine Learning (Articles)

Adrian-Nicolae Buturache, Stelian Stancu

Low Carbon Economy Vol.12 No.1, January 27, 2021

DOI: 10.4236/lce.2021.121001 2,066 Downloads 9,272 Views Citations
Bankruptcy Prediction Using Machine Learning (Articles)

Nanxi Wang

Journal of Mathematical Finance Vol.7 No.4, November 17, 2017

DOI: 10.4236/jmf.2017.74049 4,967 Downloads 11,729 Views Citations
Predicting the Perceived Employee Tendency of Leaving an Organization Using SVM and Naive Bayes Techniques (Articles)

Ijeoma Lilian Emmanuel-Okereke, Sylvanus Okwudili Anigbogu

Open Access Library Journal Vol.9 No.3, March 28, 2022

DOI: 10.4236/oalib.1108497 261 Downloads 1,859 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
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
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
Can We Predict the Change in Code in a Software Product Line Project? (Articles)

Yasser Ali Alshehri

Journal of Software Engineering and Applications Vol.13 No.6, May 28, 2020

DOI: 10.4236/jsea.2020.136007 827 Downloads 2,240 Views Citations
This article belongs to the Special Issue on Systems and Software Engineering
An Integrated Intrusion Detection System by Combining SVM with AdaBoost (Articles)

Yu Ren

Journal of Software Engineering and Applications Vol.7 No.12, November 21, 2014

DOI: 10.4236/jsea.2014.712090 4,738 Downloads 6,204 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 650 Views Citations
A Decision Support Model for Predicting Avoidable Re-Hospitalization of Breast Cancer Patients in Kenyatta National Hospital (Articles)

Christopher Oyuech Otieno, Oboko Robert Obwocha, Andrew Mwaura Kahonge

Journal of Software Engineering and Applications Vol.15 No.8, July 29, 2022

DOI: 10.4236/jsea.2022.158017 349 Downloads 1,798 Views Citations
The Study on China’s Flu Prediction Model Based on Web Search Data (Articles)

Yan Bu, Jinhong Bai, Zhuo Chen, Mingjing Guo, Fan Yang

Journal of Data Analysis and Information Processing Vol.6 No.3, July 4, 2018

DOI: 10.4236/jdaip.2018.63006 1,423 Downloads 3,349 Views Citations
Argumentative Comparative Analysis of Machine Learning on Coronary Artery Disease (Articles)

Keshab R. Dahal, Yadu Gautam

Open Journal of Statistics Vol.10 No.4, August 19, 2020

DOI: 10.4236/ojs.2020.104043 824 Downloads 2,768 Views Citations

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