Scientific Research Publishing

A Hybrid Machine Learning Framework for Early Diabetes Prediction in Sierra Leone Using Feature Selection and Soft-Voting Ensemble ()

A Hybrid Machine Learning Framework for Early Diabetes Prediction in Sierra Leone Using Feature Selection and Soft-Voting Ensemble ...
IEEE

Optimization of Financial System Based on Decision Tree Classification Algorithm

Abstract: The enterprise financial system, facing the growing amount of financial data, may have a significant impact on the long-term operation of the enterprise if it lacks effective management.
IEEE

Learning Optimal Signal Temporal Logic Decision Trees for Classification: A Max-Flow MILP Formulation

Abstract: This paper presents a novel framework for inferring timed temporal logic properties from data. The dataset comprises pairs of finite-time system traces and corresponding labels, denoting ...
Devdiscourse

IoT and ensemble AI transform congestion prediction in urban bus networks

Tree-based ensemble models often outperform more complex deep learning architectures when applied to structured, tabular IoT data. While neural networks excel with image and unstructured inputs, ...