Education Week

As States Eye Math Reform, How Prescriptive Should They Be?

In revamping its approach to math, Illinois joins a growing group of states that are passing legislation, unveiling new requirements, or issuing revised guidance designed to counteract yearslong ...
IEEE

A Novel Expandable Borderline Smote Over-Sampling Method for Class Imbalance Problem

Abstract: The class imbalance problem can cause classifiers to be biased toward the majority class and inclined to generate incorrect predictions. While existing studies have proposed numerous ...
Nature

Machine learning slashes the testing needed to work out battery lifetimes

Chao Hu is at the School of Mechanical, Aerospace, and Manufacturing Engineering, University of Connecticut, Storrs, Connecticut 06269, USA. The second category, data-driven lifetime prediction, uses ...
IEEE

Multi-agent Reinforcement Learning-Based UAV Swarm Confrontation: Integrating QMIX Algorithm with Artificial Potential Field Method

Abstract: As an important area of machine learning, re-inforcement learning has specific applicability in multi-agent systems (including UAV swarms). In this article, we use re-inforcement learning ...