Light Gradient Boosting Machine - 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 301 Downloads 1,310 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 1,068 Downloads 3,562 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 177 Downloads 974 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 236 Downloads 876 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 62 Downloads 397 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 738 Downloads 1,785 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 16 Downloads 114 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 2,398 Downloads 8,899 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 42 Downloads 201 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 4,676 Downloads 7,194 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 317 Downloads 1,496 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 141 Downloads 688 Views Citations
Linear Regression and Gradient Descent Method for Electricity Output Power Prediction (Articles)

Yuanliang Liao

Journal of Computer and Communications Vol.7 No.12，December 16, 2019

DOI: 10.4236/jcc.2019.712004 827 Downloads 2,241 Views Citations
Risk Factor Hypertension Prediction Model (Articles)

Vercus Ntirandekura, Jeremie Ndikumagenge

Journal of Applied Mathematics and Physics Vol.11 No.2，February 13, 2023

DOI: 10.4236/jamp.2023.112025 137 Downloads 774 Views Citations
A Comparative Study of Optimization Techniques on the Rosenbrock Function (Articles)

Lebede Ngartera, Coumba Diallo

Open Journal of Optimization Vol.13 No.3，October 29, 2024

DOI: 10.4236/ojop.2024.133004 106 Downloads 743 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 11,212 Downloads 26,746 Views Citations
Developing a Machine Vision System Equipped with UV Light to Predict Fish Freshness Based on Fish-Surface Color (Articles)

Qiuhong Liao, Chao Wei, Ying Li, Lin’an Guo, Huaxue Ouyang

Food and Nutrition Sciences Vol.12 No.3，March 16, 2021

DOI: 10.4236/fns.2021.123019 551 Downloads 2,037 Views Citations
Light-Cone Coordinate System in General Relativity (Articles)

Yingqiu Gu

Journal of High Energy Physics, Gravitation and Cosmology Vol.8 No.2，March 16, 2022

DOI: 10.4236/jhepgc.2022.82022 315 Downloads 2,036 Views Citations
A Fast Algorithm for Training Large Scale Support Vector Machines (Articles)

Mayowa Kassim Aregbesola, Igor Griva

Journal of Computer and Communications Vol.10 No.12，December 16, 2022

DOI: 10.4236/jcc.2022.1012001 187 Downloads 874 Views Citations
This article belongs to the Special Issue on Data Science and Applications
A Collaborative Machine Learning Scheme for Traffic Allocation and Load Balancing for URLLC Service in 5G and Beyond (Articles)

Andreas G. Papidas, George C. Polyzos

Journal of Computer and Communications Vol.11 No.11，November 30, 2023

DOI: 10.4236/jcc.2023.1111011 135 Downloads 485 Views Citations

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