Gradient Boosting - 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 540 Downloads 2,352 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 94 Downloads 746 Views Citations
Boosting Algorithm: An Ensemble Learning Tool for Land Use Land Cover Classification Using Google Alpha Earth Foundations Satellite Embeddings (Articles)

Saviour Mantey, Isaac Selasi Kojo Attipoe, Joel Kwabena Lawerteh

Advances in Remote Sensing Vol.15 No.1, January 14, 2026

DOI: 10.4236/ars.2026.151001 116 Downloads 681 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 1,286 Downloads 4,362 Views Citations
A Statistical Analysis of Textual E-Commerce Reviews Using Tree-Based Methods (Articles)

Jessica Kubrusly, Ana Luiza Neves, Thamires Louzada Marques

Open Journal of Statistics Vol.12 No.3, June 14, 2022

DOI: 10.4236/ojs.2022.123023 449 Downloads 2,247 Views Citations
Object-Based Burned Area Mapping with Extreme Gradient Boosting Using Sentinel-2 Imagery (Articles)

Dimitris Stavrakoudis, Ioannis Z. Gitas

Journal of Geographic Information System Vol.15 No.1, February 14, 2023

DOI: 10.4236/jgis.2023.151004 285 Downloads 1,406 Views Citations
Detection of Epilepsy Cases in Newborns (Articles)

Gérard Behou N’Guessan, Kouassi Saha Bernard, Coulibaly Tiékoura, Diarra Bassira

Engineering Vol.15 No.2, February 28, 2023

DOI: 10.4236/eng.2023.152011 212 Downloads 993 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 518 Downloads 1,657 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 116 Downloads 805 Views Citations
Performance Evaluation of Soft Computing Techniques in Blast-Induced Predictions: The Case of Backbreak (Articles)

Festus Kunkyin-Saadaari, Charles Asiedu, Ephraim Atta-Duncan, Victor Kwaku Agadzie, Mary Adu-Gyamfi

International Journal of Geosciences Vol.16 No.10, October 29, 2025

DOI: 10.4236/ijg.2025.1610037 65 Downloads 424 Views Citations
Multi-Level, Multi-Scale Modeling and Predictive Mapping for Jaguars in the Brazilian Pantanal (Articles)

Eve Bohnett, Dave Hulse, Bilal Ahmad, Thomas Hoctor

Open Journal of Ecology Vol.10 No.5, May 11, 2020

DOI: 10.4236/oje.2020.105016 877 Downloads 2,231 Views Citations
Machine Learning-Guided Intervention in Excited Delirium Syndrome: A Case Report of Multimodal AI Integration (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.1, January 30, 2025

DOI: 10.4236/oalib.1112749 52 Downloads 386 Views Citations
Personalized Antidepressant Treatment Recommendation Using Reinforcement Learning and Predictive Modelling on Synthetic Patient Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 25, 2025

DOI: 10.4236/oalib.1113957 48 Downloads 389 Views Citations
Statistical Methods of SNP Data Analysis and Applications (Articles)

Alexander Bulinski, Oleg Butkovsky, Victor Sadovnichy, Alexey Shashkin, Pavel Yaskov, Alexander Balatskiy, Larisa Samokhodskaya, Vsevolod Tkachuk

Open Journal of Statistics Vol.2 No.1, January 6, 2012

DOI: 10.4236/ojs.2012.21008 11,366 Downloads 27,364 Views Citations
Fundamental Factor Models Using Machine Learning (Articles)

Seisuke Sugitomo, Shotaro Minami

Journal of Mathematical Finance Vol.8 No.1, February 12, 2018

DOI: 10.4236/jmf.2018.81009 2,565 Downloads 9,563 Views Citations
Comparative Analysis of Machine Learning Algorithms for Optimal Land Use and Land Cover Classification: Guiding Method Selection for Resource-Limited Settings in Tiaty, Baringo County, Kenya (Articles)

John Kapoi Kipterer, Mark K. Boitt, Charles N. Mundia

Journal of Geoscience and Environment Protection Vol.13 No.4, April 23, 2025

DOI: 10.4236/gep.2025.134021 166 Downloads 1,034 Views Citations
Next-Generation Cyber Defense: AI-Powered Predictive Analytics for National Security and Threat Resilience (Articles)

Nonye Peter Awurum

Open Access Library Journal Vol.12 No.11, November 7, 2025

DOI: 10.4236/oalib.1114210 60 Downloads 601 Views Citations
Enhancing Mobile Money Security: A Multi-Layered Fraud Detection System Using Machine Learning and Multi-Factor Authentication (Articles)

Mohamed Yayah Bah

Journal of Software Engineering and Applications Vol.19 No.4, April 2, 2026

DOI: 10.4236/jsea.2026.194007 65 Downloads 436 Views Citations
Credit Risk Modeling in Banking: A Comparative Analysis of Logistic Regression and Machine Learning Approaches (Articles)

Usmanov Firdavs, Wei Wang

Journal of Computer and Communications Vol.14 No.4, April 27, 2026

DOI: 10.4236/jcc.2026.144008 32 Downloads 263 Views Citations
Analysis of Cardiotocogram Data for Fetal Distress Determination by Decision Tree Based Adaptive Boosting Approach (Articles)

Esra Mahsereci Karabulut, Turgay Ibrikci

Journal of Computer and Communications Vol.2 No.9, July 11, 2014

DOI: 10.4236/jcc.2014.29005 4,830 Downloads 6,910 Views Citations

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