Gradient Boosting Decision Tree GBDT - Articles - Scientific Research Publishing

Comparison between Common Statistical Modeling Techniques Used in Research, Including: Discriminant Analysis vs Logistic Regression, Ridge Regression vs LASSO, and Decision Tree vs Random Forest (Articles)

Azad Abdulhafedh

Open Access Library Journal Vol.9 No.2, February 18, 2022

DOI: 10.4236/oalib.1108414 885 Downloads 6,184 Views Citations
Framework Development Using Data Mining Techniques to Predict Mortality Risk during Pandemic (Articles)

Debjany Chakraborty, Md Musfique Anwar

Journal of Computer and Communications Vol.10 No.8, August 12, 2022

DOI: 10.4236/jcc.2022.108002 231 Downloads 1,159 Views Citations
Visualization of the Machine Learning Process Using J48 Decision Tree for Biometrics through ECG Signal (Articles)

Robert LeMoyne, Timothy Mastroianni

Journal of Biomedical Science and Engineering Vol.15 No.12, December 30, 2022

DOI: 10.4236/jbise.2022.1512026 312 Downloads 1,590 Views Citations
Comparing Machine Learning Algorithms for Improving the Maintenance of LTE Networks Based on Alarms Analysis (Articles)

Batchakui Bernabe, Deussom Djomadji Eric Michel, Chana Anne Marie, Mama Tsimi Serge Fabrice

Journal of Computer and Communications Vol.10 No.12, December 30, 2022

DOI: 10.4236/jcc.2022.1012010 323 Downloads 1,483 Views Citations
This article belongs to the Special Issue on Artificial Intelligence and Applications
Credit Card Fraud Detection Using Machine Learning Techniques (Articles)

Ananya Sarker, Must. Asma Yasmin, Md. Atikur Rahman, Md. Harun Or Rashid, Bristi Rani Roy

Journal of Computer and Communications Vol.12 No.6, June 21, 2024

DOI: 10.4236/jcc.2024.126001 556 Downloads 5,195 Views Citations
Machine Learning Models for Heterogenous Network Security Anomaly Detection (Articles)

Mercy Diligence Ogah, Joe Essien, Martin Ogharandukun, Monday Abdullahi

Journal of Computer and Communications Vol.12 No.6, June 25, 2024

DOI: 10.4236/jcc.2024.126004 274 Downloads 1,503 Views Citations
The Early Warning Signs of a Stroke: An Approach Using Machine Learning Predictions (Articles)

Esraa H. Augi, Almabruk Sultan

Journal of Computer and Communications Vol.12 No.6, June 25, 2024

DOI: 10.4236/jcc.2024.126005 338 Downloads 1,608 Views Citations
Using Decision Tree Classification and Principal Component Analysis to Predict Ethnicity Based on Individual Characteristics: A Case Study of Assam and Bhutan Ethnicities (Articles)

Tianhui Zhang, Xinyu Zhang, Xianchen Liu, Zhen Guo, Yuanhao Tian

Journal of Software Engineering and Applications Vol.17 No.12, December 12, 2024

DOI: 10.4236/jsea.2024.1712046 151 Downloads 836 Views Citations
Analysing Effectiveness of Sentiments in Social Media Data Using Machine Learning Techniques (Articles)

Thambusamy Velmurugan, Mohandas Archana, Ajith Singh Nongmaithem

Journal of Computer and Communications Vol.13 No.1, January 31, 2025

DOI: 10.4236/jcc.2025.131010 126 Downloads 717 Views Citations
Evaluations of Machine Learning Algorithms Using Simulation Study (Articles)

Nasrin Khatun

Open Journal of Statistics Vol.15 No.1, February 18, 2025

DOI: 10.4236/ojs.2025.151003 134 Downloads 571 Views Citations
The Impact of COVID-19 on Cardiovascular Disease: A Machine Learning Predictive Study (Articles)

Nidhi Priyadarshini, Phillip Smith

World Journal of Cardiovascular Diseases Vol.15 No.2, February 25, 2025

DOI: 10.4236/wjcd.2025.152003 204 Downloads 1,169 Views Citations
Research on Fault Detection and Classification of Industrial Equipment Based on Machine Learning (Articles)

Gangying Cai

Journal of Computer and Communications Vol.13 No.4, April 28, 2025

DOI: 10.4236/jcc.2025.134015 194 Downloads 1,394 Views Citations
How Information and Communication Technologies Expose Our Deep Personal Privacy (Articles)

Yair Oppenheim

Open Access Library Journal Vol.12 No.4, April 30, 2025

DOI: 10.4236/oalib.1113066 65 Downloads 501 Views Citations
Application of Precise Loan Qualification Identification Based on K-Means and Decision Tree Model from the Perspective of Consumer Behavior in Universities (Articles)

Yan Fan, Chaosheng Zhang, Xiao Ge

Journal of Service Science and Management Vol.18 No.6, November 28, 2025

DOI: 10.4236/jssm.2025.186029 67 Downloads 431 Views Citations
Temporal Profile Analysis of Sentinel-1 Image to Identify T. Aman Rice Varieties in the Coastal Region of Bangladesh (Articles)

Mst. Shetara Yesmin, Dipanwita Haldar, Debjit Roy, Md. Belal Hossain, Priya Lal Chandra Paul, Md. Anisur Rahman, Arafat Shahriar

Journal of Geographic Information System Vol.17 No.6, December 10, 2025

DOI: 10.4236/jgis.2025.176017 109 Downloads 759 Views Citations
Credit Risk Modeling in Banking: A Comparative Analysis of Logistic Regression and Machine Learning Approaches (Articles)

Usmanov Firdavs, Wei Wang

Journal of Computer and Communications Vol.14 No.4, April 27, 2026

DOI: 10.4236/jcc.2026.144008 71 Downloads 541 Views Citations
A Decision Support Model for Predicting Avoidable Re-Hospitalization of Breast Cancer Patients in Kenyatta National Hospital (Articles)

Christopher Oyuech Otieno, Oboko Robert Obwocha, Andrew Mwaura Kahonge

Journal of Software Engineering and Applications Vol.15 No.8, July 29, 2022

DOI: 10.4236/jsea.2022.158017 349 Downloads 1,805 Views Citations
Research on Short-Term Stock Price Trends Based on Machine Learning (Articles)

Lingling Zeng, Yanan Xiao, Shilong Chen

iBusiness Vol.14 No.2, June 6, 2022

DOI: 10.4236/ib.2022.142006 400 Downloads 1,686 Views Citations
Identification of Categorical Registration Data of Domain Names in Data Warehouse Construction Task (Articles)

Rasim Alguliev, Rena Gasimova

Intelligent Control and Automation Vol.4 No.2, May 24, 2013

DOI: 10.4236/ica.2013.42027 4,143 Downloads 6,394 Views Citations
Automatic Assessment of Expanded Disability Status Scale (EDSS) in Multiple Sclerosis Using a Decision Tree (Articles)

Hua Cao, Olivier Agnani, Laurent Peyrodie, Cécile Donzé

Engineering Vol.5 No.10B, December 20, 2013

DOI: 10.4236/eng.2013.510B116 5,829 Downloads 7,791 Views Citations

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