Reliability Analysis of Artificial Intelligence Systems Using Recurrent Events Data from Autonomous Vehicles

no code implementations • 2 Feb 2021 • Yili Hong, Jie Min, Caleb B. King, William Q. Meeker

In this paper, we use recurrent disengagement events as a representation of the reliability of the AI system in AV, and propose a statistical framework for modeling and analyzing the recurrent events data from AV driving tests.

Autonomous Vehicles

Classification with the matrix-variate-$t$ distribution

no code implementations • 22 Jul 2019 • Geoffrey Z. Thompson, Ranjan Maitra, William Q. Meeker, Ashraf Bastawros

Matrix-variate distributions can intuitively model the dependence structure of matrix-valued observations that arise in applications with multivariate time series, spatio-temporal or repeated measures.

Classification General Classification +2