Supervised Machine Learning - Articles - Scientific Research Publishing

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 118 Downloads 756 Views Citations
Early Machine Learning Models: Biases Shown and How It Can Be Corrected (Articles)

Nandini Guduru

Journal of Intelligent Learning Systems and Applications Vol.17 No.1, December 26, 2024

DOI: 10.4236/jilsa.2025.171001 130 Downloads 845 Views Citations
AI-Assisted Case Study of Delirium in ICU Patients: Predictive Analysis, Monitoring, and Interventions (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.1, January 23, 2025

DOI: 10.4236/oalib.1112747 65 Downloads 705 Views Citations
Artificial Intelligence and Big Data for Personalized Preventive Healthcare: Predicting Health Risks and Enhancing Patient Adherence (Articles)

Bilkish Nurani, Foysal Kabir, Zakia Sultana Munmun, Ripa Akter

Open Access Library Journal Vol.12 No.1, January 31, 2025

DOI: 10.4236/oalib.1112873 157 Downloads 1,359 Views Citations
Business Analytics in the Era of Big Data: Driving Informed Decision-Making (Articles)

Md Ekramul Hoque, Bilkish Nurani, Niladry Chowdhury, Md Saidur Rahaman, Md Minhajul Amin

Open Access Library Journal Vol.12 No.1, January 31, 2025

DOI: 10.4236/oalib.1112887 303 Downloads 2,771 Views Citations
Enhancing Predictive Analytics for Healthcare: Addressing Limitations and Proposing Advanced Solutions (Articles)

Rohan Desai

Journal of Intelligent Learning Systems and Applications Vol.17 No.1, February 14, 2025

DOI: 10.4236/jilsa.2025.171004 153 Downloads 1,002 Views Citations
Advanced Machine Learning Models for Gender-Specific Antidepressant Response Prediction: Overcoming Data Imbalance for Precision Psychiatry (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2, February 17, 2025

DOI: 10.4236/oalib.1112895 75 Downloads 484 Views Citations
Cost-Optimized and Efficacy-Driven Analysis of Antidepressants in Major Depressive Disorder: A Machine Learning and Visualization Approach (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.2, February 17, 2025

DOI: 10.4236/oalib.1112896 67 Downloads 507 Views Citations
Reviewing the New AI Paradigm in Property and Casualty Insurance (Articles)

Muhammad Imran Sajid

Open Journal of Applied Sciences Vol.15 No.2, February 25, 2025

DOI: 10.4236/ojapps.2025.152031 136 Downloads 1,077 Views Citations
Securing Consumer Banking Websites Using Machine Learning: A Mathematical and Practical Approach (Working 2024) (Articles)

Fahad Al-Zahrani

Journal of Computer and Communications Vol.13 No.3, March 20, 2025

DOI: 10.4236/jcc.2025.133002 100 Downloads 549 Views Citations
XGBoost Multimodal Autism Predictor XMAP Machine Learning Approach for Early Autism Detection (Articles)

Marija Gombar

International Journal of Internet and Distributed Systems Vol.7 No.1, February 27, 2025

DOI: 10.4236/ijids.2025.71001 167 Downloads 904 Views Citations
A Dual-Channel Prediction-Interpretation Framework with Pre-Trained Language Models and SHAP Explainability (Articles)

Hui Nie, Xiaoyan Wu

Journal of Computer and Communications Vol.13 No.3, March 26, 2025

DOI: 10.4236/jcc.2025.133009 97 Downloads 547 Views Citations
Credit Score Classification Using Advanced Machine Learning: A Comprehensive Approach (Articles)

Chaoya Yan, Xinyu Zhang, Jiaqing Shen

Journal of Software Engineering and Applications Vol.18 No.3, March 27, 2025

DOI: 10.4236/jsea.2025.183007 279 Downloads 2,128 Views Citations
Early Detection of Diabetes Using a Hybrid Approach Based on the Voting Classifier (Articles)

Adlès Francis Kouassi, Bi Irié Cyrille Dje, Kigninman Désiré Kone, Olivier Asseu

Open Journal of Applied Sciences Vol.15 No.4, March 27, 2025

DOI: 10.4236/ojapps.2025.154052 112 Downloads 781 Views Citations
On-the-Go Prediction of Soil pH Using Generalized Additive Models in Mississippi Delta: A Case Study (Articles)

Reginald S. Fletcher

Open Journal of Soil Science Vol.15 No.4, April 2, 2025

DOI: 10.4236/ojss.2025.154011 128 Downloads 976 Views Citations
Applying K-Means Clustering and Fuzzy C-Means Clustering in Vehicle Crashes (Articles)

Azad Abdulhafedh

Open Access Library Journal Vol.12 No.4, April 8, 2025

DOI: 10.4236/oalib.1112856 88 Downloads 726 Views Citations
Machine Learning-Based Detection of Human Metapneumovirus (HMPV) Using Clinical Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.4, April 10, 2025

DOI: 10.4236/oalib.1113193 72 Downloads 681 Views Citations
The Impact of Machine Learning in Identifying Migraine Types: A Data-Driven Approach (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.4, April 17, 2025

DOI: 10.4236/oalib.1113195 80 Downloads 696 Views Citations
Extra Trees Model for Heart Disease Prediction (Articles)

Uchenna J. Nzenwata, Emokiniovo Edwin, Emmanuel A. Chukwu, Dare Osilaja, Johnson O. Hinmikaiye, Chidiebere Enyinnah

Journal of Data Analysis and Information Processing Vol.13 No.2, April 30, 2025

DOI: 10.4236/jdaip.2025.132008 146 Downloads 1,073 Views Citations
Cross-Regional Analysis of Global AI Healthcare Regulation (Articles)

Pravin Ullagaddi

Journal of Computer and Communications Vol.13 No.5, May 26, 2025

DOI: 10.4236/jcc.2025.135005 120 Downloads 1,033 Views Citations

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