Publication
Refereed Journals and Transactions
Suiyao Chen, Lu Lu, Qiong Zhang, Mingyang Li, "Optimal Binomial Reliability Demonstration Tests Design Under Acceptance Decision Uncertainty", Quality Engineering, Vol. 22, No. 3, pp. 492–508, June 2020 [PDF1] [PDF2] [Demo][Package_R][Package_Python]
Suiyao Chen, Nan Kong, Xuxue Sun, Hongdao Meng, Mingyang Li, "Claims Data-driven Modeling of Hospital Time-to-Readmission Risk with Latent Heterogeneity", Health Care Management Science, pp.1-24, 2018. [PDF1] [PDF2] [Demo]
Suiyao Chen, Lu Lu, Yisha Xiang, Qing Lu, Mingyang Li, "A Data Heterogeneity Modeling and Quantification Approach for Field Pre-assessment of Chloride-induced Corrosion in Aging Infrastructures", Reliability Engineering and System Safety, Vol. 171, pp. 123–135, March 2018. [PDF1] [PDF2] [Demo]
Suiyao Chen, Lu Lu, Mingyang Li, "Multi-state Reliability Demonstration Tests", Quality Engineering, Vol. 29, No. 3, pp. 431–445, July 2017. [PDF1] [PDF2] [Demo][Package_R][Package_Python]
Peer-Reviewed Conference Proceedings
Suiyao Chen, William D. Kearns, James L. Fozard, Mingyang Li, "Personalized Fall Risk Assessment for Long-term Care Service Improvement", IEEE Annual Proceedings in Reliability and Maintainability Symposium (RAMS), January 23-26, 2017. [PDF1] [PDF2] [Demo]
Dissertation
Suiyao Chen, "Some Recent Advances in Design of Bayesian Binomial Reliability Demonstration Tests", University of South Florida. [PDF1] [PDF2] [Package_R][Package_Python]
Presentations and Talks
"A Bayesian Nonparametric Approach to Modeling Multi-dimensional and Heterogeneous Disability Progression of Older Adults", presented at INFORMS Annual Conference in Seattle, Washington, October 20-23, 2019 [slides]
"Multi-objective Optimal Design for Multi-state Reliability Demonstration Test", presented at INFORMS Annual Conference in Seattle, Washington, October 20-23, 2019 [slides]
"Demonstration Test Plans Considering Multiple Objectives", presented at 11th International Conference on Mathematical Methods in Reliability, Hong Kong, June 3-7, 2019
"Multi-functional Degradation Modeling of Heterogeneous Aging Population", presented at IISE Annual Conference in Orlando, Florida, May 18-21, 2019 [slides]
"Optimal Design Of Reliability Demonstration Tests With Risk-adjusted Costs", presented at INFORMS Annual Conference in Phoenix, Arizona, November 4-7, 2018 [slides]
"New Developments on Binomial Demonstration Test Plans", presented at Joint Research Conference, Santa Fe, New Mexico, June 11-14, 2018
"Multi-state Reliability Demonstration Tests", presented at INFORMS Annual Conference in Houston, Texas, October 22-25, 2017 [slides]
"Bayesian Fall Risk Assessment For Older Adults In Assisted Living Facilities", presented at INFORMS Annual Conference in Houston, Texas, October 22-25, 2017 [slides]
"Hospital Time-to-readmission Risk Modeling With Latent Heterogeneity", presented at INFORMS Annual Conference in Houston, Texas, October 22-25, 2017 [slides]
"Design and Planning of Bayesian Multi-state Reliability Demonstration Testing", presented at IISE Annual Conference & Expo 2017, Pittsburgh, PA, May 20-23, 2017
"Personalized Fall Risk Assessment for Long-term Care Service Improvement", poster section at Florida Business Analytics Forum, Tampa, FL, April 4, 2017
"Personalized Fall Risk Assessment for Long-term Care Service Improvement", poster competition at 9th annual Graduate Student Research Symposium, University of South Florida, Tampa, FL, March 20, 2017
"Personalized Fall Risk Assessment for Long-term Care Service Improvement", IEEE Annual Proceedings in Reliability and Maintainability Symposium (RAMS), Orlando, FL, January 23-26, 2017
"A Data-driven Heterogeneity Quantification Approach for Chloride Ingress Profiles of Aging Marine Infrastructures", presented at INFORMS Annual Conference in Nashville, Tennessee, November 13-16, 2016 [slides]
Peer Review Services
"A Healthcare Framework to Identify and Control Hypertension Attack Using Fog and Cloud Computing ," IEEE Internet of Things Journal, July 2018
"IoT-Fog based Healthcare Framework to Identify and Control Hypertension Attack ", IEEE Internet of Things Journal, August 2018
"ChECk the Hospital Cognitive Ergonomics Components for the Analysis of a Human-System Interaction in a Hospital Environment", The Design Collection, May 2020
"Design of Appropriate-technology-assisted Urine Tester Enabling Remote and Long-term Monitoring of Health Conditions", Sustainability, June 2020
"Leveraging electronic health record data to inform hospital resource management A systematic data mining approach", Health Care Management Science, July 2020
"Association between area-level socioeconomic deprivation and prehospital delay in acute ischemic stroke patients: An ecological study", International Journal of Environmental Research and Public Health, July 2020
Projects
"Big Data and Data Fusion: Exploring EPA’s Air Quality Products and Remote Sensing Options with Cloud Computing", Industrial Math/Stat Modeling (IMSM) Workshop, Statistical and Applied Mathematical Sciences Institute (SAMSI), NCSU, Raleigh, NC, July 16-26, 2017 [PDF]