Machine Learning Regression - Articles - Scientific Research Publishing

Measuring Causal Effect with ARDL-BART: A Macroeconomic Application (Articles)

Pegah Mahdavi, Mohammad Ali Ehsani, Daniel Felix Ahelegbey, Mehrnaz Mohammadpour

Applied Mathematics Vol.15 No.4, April 30, 2024

DOI: 10.4236/am.2024.154018 238 Downloads 1,024 Views Citations
Modeling of Total Dissolved Solids (TDS) and Sodium Absorption Ratio (SAR) in the Edwards-Trinity Plateau and Ogallala Aquifers in the Midland-Odessa Region Using Random Forest Regression and eXtreme Gradient Boosting (Articles)

Azuka I. Udeh, Osayamen J. Imarhiagbe, Erepamo J. Omietimi

Journal of Geoscience and Environment Protection Vol.12 No.5, May 30, 2024

DOI: 10.4236/gep.2024.125013 132 Downloads 888 Views Citations
Comparative Analysis of Machine Learning Models for Customer Churn Prediction in the U.S. Banking and Financial Services: Economic Impact and Industry-Specific Insights (Articles)

Omoshola S. Owolabi, Prince C. Uche, Nathaniel T. Adeniken, Oghenekome Efijemue, Samuel Attakorah, Oluwabukola G. Emi-Johnson, Emmanuel Hinneh

Journal of Data Analysis and Information Processing Vol.12 No.3, July 17, 2024

DOI: 10.4236/jdaip.2024.123021 368 Downloads 5,228 Views Citations
The Mean Treatment Effect Was Estimated Using a Machine-Learning Model: Evidence from the ECLS-K Dataset (Articles)

Shenshuo Zhang

Journal of Data Analysis and Information Processing Vol.13 No.3, August 28, 2025

DOI: 10.4236/jdaip.2025.133023 82 Downloads 469 Views Citations
Performance of Different Machine Learning Algorithms for Credit Risk Classification (Articles)

Martin M. Kasina, John M. Kihoro, Alex Kibet

Journal of Data Analysis and Information Processing Vol.13 No.4, November 4, 2025

DOI: 10.4236/jdaip.2025.134029 109 Downloads 864 Views Citations
Heart Disease Prediction: A Logistic Regression Approach (Articles)

Awele Okolie, Callistus Obunadike, Stanley Chinedu Okoro, Itunu Blessing Olufemi, PearlRose Nwoke, Prince Michael Akwabeng

Open Journal of Applied Sciences Vol.15 No.11, November 17, 2025

DOI: 10.4236/ojapps.2025.1511229 190 Downloads 1,659 Views Citations
Financial Prediction Models in Banks: Combining Statistical Approaches and Machine Learning Algorithms (Articles)

Razaz Houssien Felimban

Journal of Financial Risk Management Vol.14 No.4, December 11, 2025

DOI: 10.4236/jfrm.2025.144027 90 Downloads 711 Views Citations
Multinomial Statistical Modeling for Predictive Detection and Security of Suspicious Transactions in a Digital Wallet (Articles)

Adlès Francis Kouassi, Pacôme Brou, Kadokan Coulibaly, Souleymane Oumtanaga

Open Journal of Safety Science and Technology Vol.15 No.4, December 23, 2025

DOI: 10.4236/ojsst.2025.154021 73 Downloads 408 Views Citations
Optimizing Bank Loan Approval with Binary Classification Method and Deep Learning Model (Articles)

Abdalla Mahgoub

Open Journal of Business and Management Vol.12 No.3, May 31, 2024

DOI: 10.4236/ojbm.2024.123104 346 Downloads 1,705 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
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
Predicting Antidepressant Treatment Response Using Machine Learning: A Multimodal Analysis of Clinical and Genetic Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 20, 2025

DOI: 10.4236/oalib.1113958 58 Downloads 490 Views Citations
Survey of Machine Learning Algorithms for Disease Diagnostic (Articles)

Meherwar Fatima, Maruf Pasha

Journal of Intelligent Learning Systems and Applications Vol.9 No.1, January 24, 2017

DOI: 10.4236/jilsa.2017.91001 34,654 Downloads 53,892 Views Citations
Unveiling the Predictive Capabilities of Machine Learning in Air Quality Data Analysis: A Comparative Evaluation of Different Regression Models (Articles)

Mosammat Mustari Khanaum, Md Saidul Borhan, Farzana Ferdoush, Mohammed Ali Nause Russel, Mustafa Murshed

Open Journal of Air Pollution Vol.12 No.4, December 11, 2023

DOI: 10.4236/ojap.2023.124009 795 Downloads 2,116 Views Citations
AutoGluon-Based Sales Forecasting a Real-Time Predictive Analytics Solution for Business Intelligence (Articles)

Fahamgeer Mahesar, Anam Ishaq, Malaika Riaz, Muhammad Bilal, Tanzeela Kousar, Aqsa Jameel

Journal of Data Analysis and Information Processing Vol.12 No.4, September 26, 2024

DOI: 10.4236/jdaip.2024.124027 181 Downloads 1,306 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
False Data Injection Attacks Detection in Power System Using Machine Learning Method (Articles)

Can Yang, Yong Wang, Yuhao Zhou, Jiongming Ruan, Wei Liu

Journal of Computer and Communications Vol.6 No.11, November 28, 2018

DOI: 10.4236/jcc.2018.611025 1,628 Downloads 3,890 Views Citations
A Review of the Application of Deep Learning in Brachytherapy (Articles)

Hai Hu, Yang Shao, Shijie Hu

Open Access Library Journal Vol.7 No.7, July 28, 2020

DOI: 10.4236/oalib.1106589 777 Downloads 2,466 Views Citations
Applications of Artificial Intelligence in Combating Covid-19: A Systematic Review (Articles)

Akpofure A. Enughwure, Isaac C. Febaide

Open Access Library Journal Vol.7 No.8, August 25, 2020

DOI: 10.4236/oalib.1106628 838 Downloads 3,576 Views Citations
Students’ Numeracy and Literacy Aptitude Analysis and Prediction Using Machine Learning (Articles)

Tianyu Li

Journal of Computer and Communications Vol.10 No.8, August 26, 2022

DOI: 10.4236/jcc.2022.108006 394 Downloads 1,704 Views Citations
This article belongs to the Special Issue on Data Science and Applications

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