Ensemble Learning Methods - Articles - Scientific Research Publishing

Bank Loan Prediction Using Machine Learning Techniques (Articles)

F. M. Ahosanul Haque, Md. Mahedi Hassan

American Journal of Industrial and Business Management Vol.14 No.12, December 25, 2024

DOI: 10.4236/ajibm.2024.1412085 351 Downloads 3,898 Views Citations
Diabetic Retinopathy Detection with Deep Learning: A ResNet-CNN Model Enhanced by Attention Mechanism and Ensemble Learning (Articles)

Nur Nadirah Harun, Shahida Jamaludin, Nur Hafizati Mohtar

Open Journal of Applied Sciences Vol.15 No.3, March 20, 2025

DOI: 10.4236/ojapps.2025.153044 205 Downloads 1,369 Views Citations
Intelligent Biometric Information Management (Articles)

Harry Wechsler

Intelligent Information Management Vol.2 No.9, October 13, 2010

DOI: 10.4236/iim.2010.29060 6,126 Downloads 11,025 Views Citations
Using the improved position specific scoring matrix and ensemble learning method to predict drug-binding residues from protein sequences (Articles)

Juan Li, Yongqing Zhang, Wenli Qin, Yanzhi Guo, Lezheng Yu, Xuemei Pu, Menglong Li, Jing Sun

Natural Science Vol.4 No.5, May 18, 2012

DOI: 10.4236/ns.2012.45043 5,857 Downloads 9,972 Views Citations
An Overview of Personal Credit Scoring: Techniques and Future Work (Articles)

Xiao-Lin Li, Yu Zhong

International Journal of Intelligence Science Vol.2 No.4A, November 1, 2012

DOI: 10.4236/ijis.2012.224024 14,754 Downloads 25,485 Views Citations
This article belongs to the Special Issue on Data-Oriented Intelligence
Testing Leaf Multispectral Reflectance Data as Input into Random Forest to Differentiate Velvetleaf from Soybean (Articles)

Reginald S. Fletcher

American Journal of Plant Sciences Vol.6 No.19, December 14, 2015

DOI: 10.4236/ajps.2015.619311 3,093 Downloads 4,355 Views Citations
Software Effort Prediction Using Ensemble Learning Methods (Articles)

Omar H. Alhazmi, Mohammed Zubair Khan

Journal of Software Engineering and Applications Vol.13 No.7, July 17, 2020

DOI: 10.4236/jsea.2020.137010 1,120 Downloads 4,207 Views Citations
Demand Prediction of Ride-Hailing Pick-Up Location Using Ensemble Learning Methods (Articles)

Divine Carson-Bell, Mawutor Adadevoh-Beckley, Kendra Kaitoo

Journal of Transportation Technologies Vol.11 No.2, April 25, 2021

DOI: 10.4236/jtts.2021.112016 987 Downloads 3,957 Views Citations
Optimized CNN Ensemble with Class-Balanced MRI Data Augmentation for Accurate Multi-Class Dementia Diagnosis (Articles)

Samuel Ocen, Lawrence Muchemi, Michaelina Almaz Yohannis

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

DOI: 10.4236/aad.2025.143004 128 Downloads 877 Views Citations
SHAP-Driven Interpretability in Financial Fraud Detection: A Multimodal Data Approach (Articles)

Nie Hui

Journal of Computer and Communications Vol.13 No.12, December 19, 2025

DOI: 10.4236/jcc.2025.1312005 109 Downloads 751 Views Citations
Beyond Black-Box Benchmarking: A Statistically Validated, Interpretable, and Uncertainty-Aware Machine Learning Framework for Insurance Premium Estimation (Articles)

Jude Isememe Itoyah

Journal of Computer and Communications Vol.14 No.7, July 22, 2026

DOI: 10.4236/jcc.2026.147004 3 Downloads 32 Views Citations
Assessment: Classic and Innovative Approaches (Articles)

Marion G. Ben-Jacob

Open Journal of Social Sciences Vol.5 No.1, January 6, 2017

DOI: 10.4236/jss.2017.51004 2,161 Downloads 5,744 Views Citations
Predicting Bipolar Disorder Treatment Outcomes with Machine Learning: A Comprehensive Evaluation of Random Forest, Gradient Boosting, and Ensemble Approaches (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2, February 19, 2025

DOI: 10.4236/oalib.1112897 92 Downloads 786 Views Citations
The Best Pedagogical Practices in Graduate Online Learning: A Systematic Review (Articles)

Aarika Pardino, Iryna Gleyzer, Ilsa Javed, Janet Reid-Hector, Al Heuer

Creative Education Vol.9 No.7, June 21, 2018

DOI: 10.4236/ce.2018.97083 2,332 Downloads 5,811 Views Citations
Design of N-11-Azaartemisinins Potentially Active against Plasmodium falciparum by Combined Molecular Electrostatic Potential, Ligand-Receptor Interaction and Models Built with Supervised Machine Learning Methods (Articles)

Jeferson Stiver Oliveira de Castro, José Ciríaco Pinheiro, Sílvia Simone dos Santos de Morais, Heriberto Rodrigues Bitencourt, Antonio Florêncio de Figueiredo, Marcos Antonio Barros dos Santos, Fábio dos Santos Gil, Ana Cecília Barbosa Pinheiro

Journal of Biophysical Chemistry Vol.14 No.1, February 28, 2023

DOI: 10.4236/jbpc.2023.141001 340 Downloads 1,158 Views Citations
Agglomerative Approach for Identification and Elimination of Web Robots from Web Server Logs to Extract Knowledge about Actual Visitors (Articles)

Dilip Singh Sisodia, Shrish Verma, Om Prakash Vyas

Journal of Data Analysis and Information Processing Vol.3 No.1, April 27, 2015

DOI: 10.4236/jdaip.2015.31001 4,498 Downloads 5,843 Views Citations
DM-L Based Feature Extraction and Classifier Ensemble for Object Recognition (Articles)

Hamayun A. Khan

Journal of Signal and Information Processing Vol.9 No.2, May 31, 2018

DOI: 10.4236/jsip.2018.92006 1,524 Downloads 3,905 Views Citations
Tourism Traffic Demand Prediction Using Google Trends Based on EEMD-DBN (Articles)

Yi Xiao, Xueting Tian, Ming Xiao

Engineering Vol.12 No.3, March 30, 2020

DOI: 10.4236/eng.2020.123016 1,301 Downloads 3,787 Views Citations
An Ensemble Machine Learning Based Algorithm to Enhance Detection of Zero-Day Attacks: A Comparative Review (Articles)

Dominic John Kavoi, Charles Jumaa Katila, Richard Otieno Omollo

Journal of Information Security Vol.16 No.3, July 23, 2025

DOI: 10.4236/jis.2025.163021 181 Downloads 877 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 196 Downloads 1,019 Views Citations

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