4 papers
Risk-Based Prognostics and Health Management
John W. Sheppard
It is often the case that risk assessment and prognostics are viewed as related but separate tasks. This chapter describes a risk-based approach to prognostics that seeks to provid…
Overview of Complex System Design
John W. Sheppard
This chapter serves as an introduction to systems engineering focused on the broad issues surrounding realizing complex integrated systems. What is a system? We pose a number of po…
MicroNAS: An Automated Framework for Developing a Fall Detection System
Seyed Mojtaba Mohasel, John Sheppard, Lindsey K. Molina +3
This work presents MicroNAS, an automated neural architecture search tool specifically designed to create models optimized for microcontrollers with small memory resources. The ESP…
Adaptive Sampling to Reduce Epistemic Uncertainty Using Prediction Interval-Generation Neural Networks
Giorgio Morales, John Sheppard
Obtaining high certainty in predictive models is crucial for making informed and trustworthy decisions in many scientific and engineering domains. However, extensive experimentatio…