Opinion

How do different data preprocessing techniques affect performance of machine learning models on prediction tasks?

Artificial intelligence (AI) and machine learning (ML) systems have become central to modern data-driven decision-making. They are now widely applied in fields as diverse as healthcare, finance, ...
IEEE

Risk-Aware Multi-Agent Reinforcement Learning for Cooperative Decision Making

Abstract: Efficient decision-making in dynamic traffic environments remains a core challenge in autonomous driving. To address this, we propose a novel Multi-Agent Reinforcement Learning (MARL) ...
IEEE

Computer Network Big Data Analysis System Based on Decision Tree Classification Algorithm

Abstract: Computer network big data analysis systems often face the challenge of high-dimensional data processing, especially in network traffic classification and security incident detection, where ...