Ensemble Learning - Articles - Scientific Research Publishing

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 5,202 Downloads 7,147 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 2,670 Downloads 5,825 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 417 Downloads 1,908 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 6,084 Downloads 12,551 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 3,434 Downloads 5,527 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 1,783 Downloads 3,926 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 1,335 Downloads 3,464 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 1,181 Downloads 3,459 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 764 Downloads 1,804 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 323 Downloads 1,167 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 527 Downloads 2,297 Views Citations
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 677 Downloads 3,946 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 126 Downloads 942 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 39 Downloads 303 Views Citations
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 322 Downloads 3,674 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 162 Downloads 1,214 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 5,787 Downloads 9,824 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 14,658 Downloads 25,287 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 3,030 Downloads 4,244 Views Citations
Face Recognition across Time Lapse Using Convolutional Neural Networks (Articles)

Hachim El Khiyari, Harry Wechsler

Journal of Information Security Vol.7 No.3, April 11, 2016

DOI: 10.4236/jis.2016.73010 6,083 Downloads 10,452 Views Citations

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