Boosting Ensemble Learning - Articles - Scientific Research Publishing

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 303 Downloads 1,493 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 132 Downloads 873 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 74 Downloads 478 Views Citations
Bank Loan Prediction Using Machine Learning Techniques (Articles)

F. M. Ahosanul Haque, Md. Mahedi Hassan

American Journal of Industrial and Business Management Vol.14 No.12, December 25, 2024

DOI: 10.4236/ajibm.2024.1412085 351 Downloads 3,898 Views Citations
Diabetic Retinopathy Detection with Deep Learning: A ResNet-CNN Model Enhanced by Attention Mechanism and Ensemble Learning (Articles)

Nur Nadirah Harun, Shahida Jamaludin, Nur Hafizati Mohtar

Open Journal of Applied Sciences Vol.15 No.3, March 20, 2025

DOI: 10.4236/ojapps.2025.153044 205 Downloads 1,369 Views Citations
Using the improved position specific scoring matrix and ensemble learning method to predict drug-binding residues from protein sequences (Articles)

Juan Li, Yongqing Zhang, Wenli Qin, Yanzhi Guo, Lezheng Yu, Xuemei Pu, Menglong Li, Jing Sun

Natural Science Vol.4 No.5, May 18, 2012

DOI: 10.4236/ns.2012.45043 5,857 Downloads 9,972 Views Citations
An Overview of Personal Credit Scoring: Techniques and Future Work (Articles)

Xiao-Lin Li, Yu Zhong

International Journal of Intelligence Science Vol.2 No.4A, November 1, 2012

DOI: 10.4236/ijis.2012.224024 14,754 Downloads 25,485 Views Citations
This article belongs to the Special Issue on Data-Oriented Intelligence
Testing Leaf Multispectral Reflectance Data as Input into Random Forest to Differentiate Velvetleaf from Soybean (Articles)

Reginald S. Fletcher

American Journal of Plant Sciences Vol.6 No.19, December 14, 2015

DOI: 10.4236/ajps.2015.619311 3,094 Downloads 4,357 Views Citations
Face Recognition across Time Lapse Using Convolutional Neural Networks (Articles)

Hachim El Khiyari, Harry Wechsler

Journal of Information Security Vol.7 No.3, April 11, 2016

DOI: 10.4236/jis.2016.73010 6,127 Downloads 10,590 Views Citations
Software Effort Prediction Using Ensemble Learning Methods (Articles)

Omar H. Alhazmi, Mohammed Zubair Khan

Journal of Software Engineering and Applications Vol.13 No.7, July 17, 2020

DOI: 10.4236/jsea.2020.137010 1,120 Downloads 4,207 Views Citations
Demand Prediction of Ride-Hailing Pick-Up Location Using Ensemble Learning Methods (Articles)

Divine Carson-Bell, Mawutor Adadevoh-Beckley, Kendra Kaitoo

Journal of Transportation Technologies Vol.11 No.2, April 25, 2021

DOI: 10.4236/jtts.2021.112016 987 Downloads 3,958 Views Citations
Big Data & DDoS ATTACKS: A Discussion of Ensemble Algorithms to Detect Cyber Attacks (Articles)

Anja Housden-Brooks

Journal of Computer and Communications Vol.12 No.12, December 30, 2024

DOI: 10.4236/jcc.2024.1212014 161 Downloads 817 Views Citations
Optimized CNN Ensemble with Class-Balanced MRI Data Augmentation for Accurate Multi-Class Dementia Diagnosis (Articles)

Samuel Ocen, Lawrence Muchemi, Michaelina Almaz Yohannis

Advances in Alzheimer's Disease Vol.14 No.3, September 3, 2025

DOI: 10.4236/aad.2025.143004 128 Downloads 878 Views Citations
SHAP-Driven Interpretability in Financial Fraud Detection: A Multimodal Data Approach (Articles)

Nie Hui

Journal of Computer and Communications Vol.13 No.12, December 19, 2025

DOI: 10.4236/jcc.2025.1312005 109 Downloads 753 Views Citations
Beyond Black-Box Benchmarking: A Statistically Validated, Interpretable, and Uncertainty-Aware Machine Learning Framework for Insurance Premium Estimation (Articles)

Jude Isememe Itoyah

Journal of Computer and Communications Vol.14 No.7, July 22, 2026

DOI: 10.4236/jcc.2026.147004 3 Downloads 38 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 919 Downloads 2,305 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 55 Downloads 411 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 50 Downloads 426 Views Citations
Predicting Bipolar Disorder Treatment Outcomes with Machine Learning: A Comprehensive Evaluation of Random Forest, Gradient Boosting, and Ensemble Approaches (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2, February 19, 2025

DOI: 10.4236/oalib.1112897 92 Downloads 787 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 61 Downloads 673 Views Citations

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