activity
20192023
most citedPredictive Monitoring with Logic-Calibrated Uncertainty for Cyber-Physical Systems

43 citations · 62 across the 10 of their papers we have counts for

collaborators

10 papers

cs.AI2023★ 2 cited

CitySpec with Shield: A Secure Intelligent Assistant for Requirement Formalization

Zirong Chen, Issa Li, Haoxiang Zhang +3

An increasing number of monitoring systems have been developed in smart cities to ensure that the real-time operations of a city satisfy safety and performance requirements. Howeve…

cs.AI2023

Fairguard: Harness Logic-based Fairness Rules in Smart Cities

Yiqi Zhao, Ziyan An, Xuqing Gao +2

Smart cities operate on computational predictive frameworks that collect, aggregate, and utilize data from large-scale sensor networks. However, these frameworks are prone to multi…

cs.HC2022★ 15 cited

PhysiQ: Off-site Quality Assessment of Exercise in Physical Therapy

Hanchen David Wang, Meiyi Ma

Physical therapy (PT) is crucial for patients to restore and maintain mobility, function, and well-being. Many on-site activities and body exercises are performed under the supervi…

cs.HC2022★ 1 cited

Integrating Voice-Based Machine Learning Technology into Complex Home Environments

Ye Gao, Jason Jabbour, Eunjung Ko +8

To demonstrate the value of machine learning based smart health technologies, researchers have to deploy their solutions into complex real-world environments with real participants…

cs.AI2022

An Intelligent Assistant for Converting City Requirements to Formal Specification

Zirong Chen, Isaac Li, Haoxiang Zhang +3

As more and more monitoring systems have been deployed to smart cities, there comes a higher demand for converting new human-specified requirements to machine-understandable formal…

cs.AI2022

CitySpec: An Intelligent Assistant System for Requirement Specification in Smart Cities

Zirong Chen, Isaac Li, Haoxiang Zhang +3

An increasing number of monitoring systems have been developed in smart cities to ensure that real-time operations of a city satisfy safety and performance requirements. However, m…

cs.SE2021

A Novel Spatial-Temporal Specification-Based Monitoring System for Smart Cities

Meiyi Ma, Ezio Bartocci, Eli Lifland +2

With the development of the Internet of Things, millions of sensors are being deployed in cities to collect real-time data. This leads to a need for checking city states against ci…

cs.LG2020★ 43 cited

Predictive Monitoring with Logic-Calibrated Uncertainty for Cyber-Physical Systems

Meiyi Ma, John Stankovic, Ezio Bartocci +1

Predictive monitoring -- making predictions about future states and monitoring if the predicted states satisfy requirements -- offers a promising paradigm in supporting the decisio…

cs.CY2020★ 1 cited

MFED: A System for Monitoring Family Eating Dynamics

Md Abu Sayeed Mondol, Brooke Bell, Meiyi Ma +7

Obesity is a risk factor for many health issues, including heart disease, diabetes, osteoarthritis, and certain cancers. One of the primary behavioral causes, dietary intake, has p…

cs.CY2019

SaSTL: Spatial Aggregation Signal Temporal Logic for Runtime Monitoring in Smart Cities

Meiyi Ma, Ezio Bartocci, Eli Lifland +2

We present SaSTL -- a novel Spatial Aggregation Signal Temporal Logic -- for the efficient runtime monitoring of safety and performance requirements in smart cities. We first descr…