Hybrid Ensemble Learning - Articles - Scientific Research Publishing

Software Defect Prediction Using Hybrid Machine Learning Techniques: A Comparative Study (Articles)

Hemant Kumar, Vipin Saxena

Journal of Software Engineering and Applications Vol.17 No.4, April 12, 2024

DOI: 10.4236/jsea.2024.174009 747 Downloads 4,146 Views Citations
FOCUS-Net: A Hybrid Denoising and Confidence-Weighted Attention Fusion Framework for Robust Alzheimer’s Disease Classification from MRI Data (Articles)

Samuel Ocen, Lawrence Muchemi, Michaelina Almaz Yohannis

Advances in Alzheimer's Disease Vol.14 No.3, September 25, 2025

DOI: 10.4236/aad.2025.143007 192 Downloads 999 Views Citations
Integrated Learning-Based SME Credit Rating (Articles)

Limei Wang, Zhe Wang, Yu Hu, Tian Bai

Open Journal of Social Sciences Vol.2 No.4, April 18, 2014

DOI: 10.4236/jss.2014.24036 5,254 Downloads 7,246 Views Citations
From Prediction to Action: An Agentic AI Framework for Workforce Substitution and Risk-Aware Automation Decisions (Articles)

Abdelrahman Elsharif Karrar, Eiman Salamah Aljohani

Intelligent Information Management Vol.18 No.4, July 6, 2026

DOI: 10.4236/iim.2026.184009 15 Downloads 167 Views Citations
A Comparative Study of Machine Learning Algorithms and Their Ensembles for Botnet Detection (Articles)

Songhui Ryu, Baijian Yang

Journal of Computer and Communications Vol.6 No.5, May 31, 2018

DOI: 10.4236/jcc.2018.65010 2,709 Downloads 5,936 Views Citations
This article belongs to the Special Issue on Information Technology
Ensemble Machine Learning Models in Financial Distress Prediction: Evidence from China (Articles)

Yi Ling, Pang Paul Wang

Journal of Mathematical Finance Vol.14 No.2, May 28, 2024

DOI: 10.4236/jmf.2024.142013 476 Downloads 2,143 Views Citations
Review on Mathematical Perspective for Data Assimilation Methods: Least Square Approach (Articles)

Muhammed Eltahan

Journal of Applied Mathematics and Physics Vol.5 No.8, August 31, 2017

DOI: 10.4236/jamp.2017.58131 1,180 Downloads 2,707 Views Citations
Ensemble-based active learning for class imbalance problem (Articles)

Yanping Yang, Guangzhi Ma

Journal of Biomedical Science and Engineering Vol.3 No.10, October 28, 2010

DOI: 10.4236/jbise.2010.310133 6,155 Downloads 12,689 Views Citations
Enhanced Classification Accuracy for Cardiotocogram Data with Ensemble Feature Selection and Classifier Ensemble (Articles)

Tipawan Silwattananusarn, Wanida Kanarkard, Kulthida Tuamsuk

Journal of Computer and Communications Vol.4 No.4, March 25, 2016

DOI: 10.4236/jcc.2016.44003 3,469 Downloads 5,620 Views Citations
Predicting Optimal Trading Actions Using a Genetic Algorithm and Ensemble Method (Articles)

Kazuma Kuroda

Intelligent Information Management Vol.9 No.6, November 1, 2017

DOI: 10.4236/iim.2017.96012 1,830 Downloads 4,022 Views Citations
Using Hybrid and Diversity-Based Adaptive Ensemble Method for Binary Classification (Articles)

Xing Fan, Chung-Horng Lung, Samuel A. Ajila

International Journal of Intelligence Science Vol.8 No.3, July 30, 2018

DOI: 10.4236/ijis.2018.83003 1,370 Downloads 3,580 Views Citations
Study of Merchant Adoption in Mobile Payment System Based on Ensemble Learning (Articles)

Yingying Li, Ying Li

American Journal of Industrial and Business Management Vol.10 No.5, May 8, 2020

DOI: 10.4236/ajibm.2020.105058 1,224 Downloads 3,602 Views Citations
Research on Dynamic Forecast of Flowering Period Based on Multivariable LSTM and Ensemble Learning Classification Task (Articles)

Chao Chen, Xingwei Zhang, Shan Tian

Agricultural Sciences Vol.11 No.9, September 24, 2020

DOI: 10.4236/as.2020.119050 809 Downloads 1,883 Views Citations
Construction and Update of an Online Ensemble Score Involving Linear Discriminant Analysis and Logistic Regression (Articles)

Benoît Lalloué, Jean-Marie Monnez, Eliane Albuisson

Applied Mathematics Vol.13 No.2, February 28, 2022

DOI: 10.4236/am.2022.132018 348 Downloads 1,233 Views Citations
A Hybrid Ensemble Learning Approach Utilizing Light Gradient Boosting Machine and Category Boosting Model for Lifestyle-Based Prediction of Type-II Diabetes Mellitus (Articles)

Mahadi Nagassou, Ronald Waweru Mwangi, Euna Nyarige

Journal of Data Analysis and Information Processing Vol.11 No.4, November 27, 2023

DOI: 10.4236/jdaip.2023.114025 604 Downloads 2,507 Views Citations
A Comparative Study of Ensemble Learning Techniques and Classification Models to Identify Phishing Websites (Articles)

Alvina T. Budoen, Mingwu Zhang, Laban Zephaniah Edwards Jr.

Open Access Library Journal Vol.12 No.6, June 5, 2025

DOI: 10.4236/oalib.1113566 128 Downloads 1,026 Views Citations
Interpretable Machine Learning for Mood State Classification and Treatment Response Analysis Using Clinical and Biomarker Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 21, 2025

DOI: 10.4236/oalib.1113868 40 Downloads 362 Views Citations
An Enhanced and Explainable Hybrid Ensemble Intrusion Detection System for Connected Vehicles (Articles)

Xuemei Li, Rui Zhu, Huirong Fu

Journal of Information Security Vol.16 No.3, July 7, 2025

DOI: 10.4236/jis.2025.163020 125 Downloads 712 Views Citations
A Hybrid Machine Learning Framework for Early Diabetes Prediction in Sierra Leone Using Feature Selection and Soft-Voting Ensemble (Articles)

Aminata Bah

Journal of Software Engineering and Applications Vol.19 No.2, February 25, 2026

DOI: 10.4236/jsea.2026.192002 116 Downloads 1,085 Views Citations
The Effects of Students towards Computer Science Learning Activities through Hybrid Service Learning (Articles)

Umi Mastura Abd Majid, Noor Azean Atan

Open Journal of Social Sciences Vol.13 No.3, March 26, 2025

DOI: 10.4236/jss.2025.133048 253 Downloads 1,231 Views Citations

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