Now showing items 61-64 of 64
A Novel Approach for Predicting Type IV Secretion System (T4SS) Effector Proteins
Type IV secretion systems (T4SS) are multi-protein complexes in some bacterial pathogens that are used to secrete effector proteins directly into host cells. Upon entry, these effectors manipulate the host cell's machinery, ...
Automated Health Event Detection in Smart Homes
Unsupervised anomaly detection techniques can extract from data a wealth of information about unusual events. While this information can at times offer valuable insights on critical health concerns, often anomaly detection ...
Unsupervised Multi-resident Tracking in Smart Environments
Aging is a global challenge that our society will face in the next few decades. Smart environment and ambient assisted living (AAL) offer promising technologies to help people stay active, socially connected, and independent ...
Knowledge Transfer in Reinforcement Learning: How agents should benefit from prior knowledge
Reinforcement learning (RL) has had many successes in different tasks, but in practice, it often requires significant amounts of data or training time to learn high-performing policies. For complicated tasks, the learning ...