Explainable AI

Shedding Light Inside the Black Box: Techniques for Explainable Artificial Intelligence in Healthcare

Artificial intelligence techniques and systems are demonstrating their effectiveness in solving problems in many application areas, including healthcare. Over the years, several studies focused on leveraging machine learning and deep learning …

Towards Interpretable Energy Estimation for Edge AI Applications

Edge AI is gaining popularity for enabling edge devices to perform machine learning tasks. However, the resource-intensive nature of machine learning algorithms poses challenges for deploying and executing edge AI applications on resource-constrained …