Revolutionizing Retail: A Hybrid Machine Learning Approach for Precision Demand Forecasting and Strategic Decision-Making in Global Commerce

MDT Islam, EH Ayon, BP Ghosh… - Journal of …, 2024 - al-kindipublisher.com
A thorough comparison of several machine learning methods is provided in this paper,
including gradient boosting, AdaBoost, Random Forest (RF), XGBoost, Artificial Neural …

Unleashing Deep Learning: Transforming E-commerce Profit Prediction with CNNs

N Nabi, MAH Pabel, MA Rahman… - Journal of Business …, 2024 - al-kindipublisher.com
This research examines the potential of Convolutional Neural Networks (CNNs), including
VGG16, ResNet50, and InceptionV3, in predicting ecommerce profits. Emphasizing the …

Improving Cardiovascular Disease Prediction through Comparative Analysis of Machine Learning Models

N Anjum, CU Siddiqua, M Haider… - Journal of …, 2024 - al-kindipublisher.com
Cardiovascular diseases, including myocardial infarction, present significant challenges in
modern healthcare, necessitating accurate prediction models for early intervention. This …

Machine Learning Models for Predicting Corticosteroid Therapy Necessity in COVID-19 Patients: A Comparative Study

M Shaima, N Nabi, MNU Rana… - Journal of …, 2024 - al-kindipublisher.com
This study analyzes machine learning algorithms to predict the need for corticosteroid (CS)
therapy in COVID-19 patients based on initial assessments. Using data from 1861 COVID …