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 2,462 Downloads 9,101 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 1,158 Downloads 3,900 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 4,665 Downloads 6,558 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 359 Downloads 1,735 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 167 Downloads 788 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 399 Downloads 1,777 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 29 Downloads 208 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 25 Downloads 166 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 30 Downloads 217 Views Citations
Recognizing Properties of Decision Rule Systems Using Deterministic and Nondeterministic Decision Trees (Articles)

Kerven Durdymyradov, Mikhail Moshkov

Journal of Intelligent Learning Systems and Applications Vol.17 No.3，August 19, 2025

DOI: 10.4236/jilsa.2025.173013 35 Downloads 153 Views Citations
Closed Classes of Binary Complete Decision Tables with Many-Valued Decisions (Articles)

Azimkhon Ostonov, Kerven Durdymyradov, Mikhail Moshkov

Journal of Intelligent Learning Systems and Applications Vol.17 No.4，October 14, 2025

DOI: 10.4236/jilsa.2025.174014 3 Downloads 28 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 665 Downloads 1,520 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 215 Downloads 1,110 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 321 Downloads 1,103 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 79 Downloads 496 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 3,044 Downloads 5,215 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 5,696 Downloads 7,385 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 1,932 Downloads 3,287 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 1,008 Downloads 2,716 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 420 Downloads 3,004 Views Citations

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