The Importance Of Evaluation In The Reinforcement Learning Revolution

We celebrate RL breakthroughs, but behind the hype lies a brittle foundation: evaluation. Without it, progress risks being ...

The shape of hunger has changed: South Africa's evolving nutrition crisis demands a new response

Obesity now rivals underweight as malnutrition's face, and it's rooted in poverty, not abundance, says leading youth ...
IEEE

Transfer Learning for Multiappliance-Task Nonintrusive Load Monitoring

Abstract: An accurate identification of the electricity consumption status of users is crucial in the development of smart grids. The nonintrusive load monitoring (NILM) technology plays a pivotal ...
IEEE

Forward Selection Component Variable and Dynamic Inner Manifold Learning for Process Monitoring

Abstract: A novel dynamic inner manifold learning algorithm based on forward selection component variables (FSV-DiML) is proposed for industrial process monitoring. The method begins with forward ...