The analysis of large scale data logged from complex cyber-physical systems, such as microgrids, often entails the discovery of invariants capturing functional as well as operational relationships underlying such large systems. We describe a latent factor approach to infer invariants underlying system variables and how we can leverage these relationships to… (More)

@inproceedings{Momtazpour2015AnalyzingII,
title={Analyzing Invariants in Cyber-Physical Systems using Latent Factor Regression},
author={Marjan Momtazpour and Jinghe Zhang and Saifur Rahman and Ratnesh K. Sharma and Naren Ramakrishnan},
booktitle={KDD},
year={2015}
}