Xinyu Zhang

College of Sciences

Works (2)

Updated: April 5th, 2024 18:58

2021 article

Multi-Objective Model-based Reinforcement Learning for Infectious Disease Control

KDD '21: PROCEEDINGS OF THE 27TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING, pp. 1634–1644.

By: R. Wan n, X. Zhang n & R. Song n

author keywords: infectious disease control; COVID-19; sequential decision making
TL;DR: A Multi-Objective Model-based Reinforcement Learning framework to facilitate data-driven decision-making and minimize the overall long-term cost is proposed and provides a real-time decision support tool for policymakers. (via Semantic Scholar)
Sources: Web Of Science, NC State University Libraries
Added: March 14, 2022

2020 journal article

A change-point detection and clustering method in the recurrent-event context

JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, 90(6), 1131–1149.

By: Q. Li*, K. Yao* & X. Zhang n

author keywords: K-means; maximum likelihood estimate; non-homogeneous Poisson process; parametric bootstrap; piecewise-constant intensity
TL;DR: A new algorithm to detect the change-points of the intensity rates and identify clusters of objects with recurrent events based on K-means algorithm is developed and applied to the UK coal mining disaster data to show its possible role in shaping government regulations and improving coal industry safety. (via Semantic Scholar)
UN Sustainable Development Goal Categories
Source: Web Of Science
Added: February 17, 2020

Citation Index includes data from a number of different sources. If you have questions about the sources of data in the Citation Index or need a set of data which is free to re-distribute, please contact us.

Certain data included herein are derived from the Web of Science© and InCites© (2024) of Clarivate Analytics. All rights reserved. You may not copy or re-distribute this material in whole or in part without the prior written consent of Clarivate Analytics.