Gradient Boosting Decision Tree GBDT - Articles - Scientific Research Publishing

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 8,901 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 1,069 Downloads 3,566 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 4,593 Downloads 6,387 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 318 Downloads 1,501 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 690 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 303 Downloads 1,318 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
Ants Assemblage Method According to an Age Gradient of Mango Orchards in Korhogo (Côte d’Ivoire) (Articles)

Tra Bi Crolaud Sylvain, Soro Senan, Kouakou Lombart, Yeboue Lucie, Yacouba Hanna-Thérèse Bissiri, Yeo Kolo, Konate Souleymane, Tano Yao

Advances in Entomology Vol.8 No.1，December 12, 2019

DOI: 10.4236/ae.2020.81005 627 Downloads 1,381 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 179 Downloads 976 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 878 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 400 Views Citations
Motion Classification Using Proposed Principle Component Analysis Hybrid K-Means Clustering (Articles)

Ching Yee Yong, Rubita Sudirman, Nasrul Humaimi Mahmood, Kim Mey Chew

Engineering Vol.5 No.5B，July 26, 2013

DOI: 10.4236/eng.2013.55B006 3,000 Downloads 5,089 Views Citations
A Study on Customer Segmentation for E-Commerce Using the Generalized Association Rules and Decision Tree (Articles)

Haiying Ma

American Journal of Industrial and Business Management Vol.5 No.12，December 24, 2015

DOI: 10.4236/ajibm.2015.512078 5,662 Downloads 7,249 Views Citations
Evaluation of TB Patients Characteristics Based on Predictive Data Mining Approaches (Articles)

Farzad Firuzi Jahantigh, Hakimeh Ameri

Journal of Tuberculosis Research Vol.5 No.1，February 16, 2017

DOI: 10.4236/jtr.2017.51002 1,893 Downloads 3,061 Views Citations
Predicting Tuberculosis Treatment Relapse: A Decision Tree Analysis of J48 for Data Mining (Articles)

Arnold P. Dela Cruz, Gilbert M. Tumibay

Journal of Computer and Communications Vol.7 No.7，July 29, 2019

DOI: 10.4236/jcc.2019.77020 994 Downloads 2,598 Views Citations
Breast Cancer Prediction Based on Machine Learning (Articles)

Yuanzhou Wei, Dan Zhang, Meiyan Gao, Yuanhao Tian, Ya He, Bolin Huang, Changyang Zheng

Journal of Software Engineering and Applications Vol.16 No.8，August 25, 2023

DOI: 10.4236/jsea.2023.168018 361 Downloads 2,557 Views Citations
Application of Decision Tree Algorithm in Housing Purchase Problems
—A Case Study of Xining City (Articles)

Siyu Chen, Li Fu

Journal of Computer and Communications Vol.12 No.11，November 27, 2024

DOI: 10.4236/jcc.2024.1211013 33 Downloads 201 Views Citations
Advanced decision support for complex clinical decisions (Articles)

Brain Keltch, Yuan Lin, Coskun Bayrak

Journal of Biomedical Science and Engineering Vol.3 No.5，May 27, 2010

DOI: 10.4236/jbise.2010.35071 5,088 Downloads 10,518 Views Citations
Mixed Strategy Nash Equilibria in Signaling Games (Articles)

Barry R. Cobb, Atin Basuchoudhary, Gregory Hartman

Theoretical Economics Letters Vol.3 No.1，February 26, 2013

DOI: 10.4236/tel.2013.31009 7,565 Downloads 12,605 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 1,789 Views Citations

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