103 citations · 103 across the 3 of their papers we have counts for
3 papers
cs.LG2021★ 103 cited
Time Series Anomaly Detection for Cyber-Physical Systems via Neural System Identification and Bayesian Filtering
Cheng Feng, Pengwei Tian
Recent advances in AIoT technologies have led to an increasing popularity of utilizing machine learning algorithms to detect operational failures for cyber-physical systems (CPS).…
cs.CR2020
RelSen: An Optimization-based Framework for Simultaneously Sensor Reliability Monitoring and Data Cleaning
Cheng Feng, Xiao Liang, Daniel Schneegass +1
Recent advances in the Internet of Things (IoT) technology have led to a surge on the popularity of sensing applications. As a result, people increasingly rely on information obtai…
cs.NE2019
A Search for the Underlying Equation Governing Similar Systems
Changwei Loh, Daniel Schneegass, Pengwei Tian
We show a data-driven approach to discover the underlying structural form of the mathematical equation governing the dynamics of multiple but similar systems induced by the same me…