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 301 Downloads 1,299 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 1,066 Downloads 3,554 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 314 Downloads 1,487 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 176 Downloads 969 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 687 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 235 Downloads 871 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 61 Downloads 392 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 1,782 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 112 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 11,211 Downloads 26,741 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 2,397 Downloads 8,896 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 40 Downloads 189 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 4,591 Downloads 6,375 Views Citations
Nudging and Boosting: A Theoretical Framework for Policy Optimization (Articles)

Michele Anelli, Alessio Gioia, Chiara Gioia

Theoretical Economics Letters Vol.13 No.3，June 5, 2023

DOI: 10.4236/tel.2023.133024 187 Downloads 862 Views Citations
Experiments with Two New Boosting Algorithms (Articles)

Xiaowei Sun, Hongbo Zhou

Intelligent Information Management Vol.2 No.6，June 29, 2010

DOI: 10.4236/iim.2010.26047 7,104 Downloads 11,438 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 7,191 Views Citations
An Efficient Smooth Quantile Boost Algorithm for Binary Classification (Articles)

Zhefeng Wang, Wanzhou Ye

Advances in Pure Mathematics Vol.6 No.9，August 24, 2016

DOI: 10.4236/apm.2016.69050 2,086 Downloads 3,365 Views Citations
Predictions in Quantile Regressions (Articles)

Marilena Furno

Open Journal of Statistics Vol.4 No.7，August 28, 2014

DOI: 10.4236/ojs.2014.47048 5,947 Downloads 7,261 Views Citations
This article belongs to the Special Issue on Robust Statistics
An Output Stabilization Problem of Distributed Linear Systems Approaches and Simulations (Articles)

El Hassan Zerrik, Yassine Benslimane

Intelligent Control and Automation Vol.3 No.2，May 23, 2012

DOI: 10.4236/ica.2012.32018 3,914 Downloads 5,860 Views Citations
From Gradient Elasticity to Gradient Interatomic Potentials: The Case-Study of Gradient London Potential (Articles)

Kostas Parisis, Fei Shuang, Bo Wang, Pu Hu, Andreas Giannakoudakis, Avraam Konstantinidis

Journal of Applied Mathematics and Physics Vol.8 No.9，September 15, 2020

DOI: 10.4236/jamp.2020.89137 473 Downloads 1,571 Views Citations

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