Boosting Ensemble Learning - Articles - Scientific Research Publishing

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 608 Downloads 2,519 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 4,496 Downloads 5,878 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 5,256 Downloads 7,253 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 2,711 Downloads 5,940 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 479 Downloads 2,155 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 11,048 Views Citations
Aggregating Density Estimators: An Empirical Study (Articles)

Mathias Bourel, Badih Ghattas

Open Journal of Statistics Vol.3 No.5, October 9, 2013

DOI: 10.4236/ojs.2013.35040 4,882 Downloads 7,755 Views Citations
Comparative Study of Machine Learning Models for Load Prediction and Energy Management (Articles)

Ainain Nur Hanafi, Noor Ashiqin Nor Azli, Aida Fazliana Abdul Kadir, Hussain Shareef

Journal of Power and Energy Engineering Vol.13 No.8, August 28, 2025

DOI: 10.4236/jpee.2025.138016 122 Downloads 854 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 6,158 Downloads 12,697 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 3,470 Downloads 5,626 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 1,832 Downloads 4,028 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 1,372 Downloads 3,586 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 3,603 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 1,891 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 349 Downloads 1,236 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 747 Downloads 4,161 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 1,032 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 366 Views Citations
Integrated Machine Learning and Deep Learning Models for Cardiovascular Disease Risk Prediction: A Comprehensive Comparative Study (Articles)

Shadman Mahmood Khan Pathan, Sakan Binte Imran

Journal of Intelligent Learning Systems and Applications Vol.16 No.1, February 8, 2024

DOI: 10.4236/jilsa.2024.161002 563 Downloads 1,757 Views Citations
Effective Electrical Submersible Pump Management Using Machine Learning (Articles)

Son Tung Pham, Phi Son Vo, Dac Nhat Nguyen

Open Journal of Civil Engineering Vol.11 No.1, March 10, 2021

DOI: 10.4236/ojce.2021.111005 1,314 Downloads 4,449 Views Citations

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