Pub Date : 2024-02-05DOI: 10.1080/24725854.2024.2313652
Sebastian A. Alvarez Avendaño, Oguzhan Alagoz, John Oruongo, Gabriel Zayas-Cabán
Hospital inpatient care costs is the largest component of health care expenditures in the US. At the same time, the number of non-hospital rehabilitative settings, such as skilled nursing facilitie...
{"title":"Optimizing Patient Transitions to Skilled Nursing Facilities","authors":"Sebastian A. Alvarez Avendaño, Oguzhan Alagoz, John Oruongo, Gabriel Zayas-Cabán","doi":"10.1080/24725854.2024.2313652","DOIUrl":"https://doi.org/10.1080/24725854.2024.2313652","url":null,"abstract":"Hospital inpatient care costs is the largest component of health care expenditures in the US. At the same time, the number of non-hospital rehabilitative settings, such as skilled nursing facilitie...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139757450","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-02-02DOI: 10.1080/24725854.2024.2312869
Mengyun Zhang, H. Neil Geismar, James D. Abbey
Because a product’s value decays over time, recovered items (cores) cannot regain their original value when remanufactured—even if kept in pristine condition. We consider a Remanufacturing Original...
{"title":"How Marginal Value of Time Influences Optimality when Remanufacturing to Multiple Generations","authors":"Mengyun Zhang, H. Neil Geismar, James D. Abbey","doi":"10.1080/24725854.2024.2312869","DOIUrl":"https://doi.org/10.1080/24725854.2024.2312869","url":null,"abstract":"Because a product’s value decays over time, recovered items (cores) cannot regain their original value when remanufactured—even if kept in pristine condition. We consider a Remanufacturing Original...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139757559","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-31DOI: 10.1080/24725854.2024.2312905
Raghav Gnanasambandam, Bo Shen, Andrew Chung Chee Law, Chaoran Dou, Zhenyu (James) Kong
Engineering design problems typically require optimizing a quality measure by finding the right combination of controllable input parameters. In additive manufacturing (AM), the output characterist...
{"title":"Deep Gaussian Process for Enhanced Bayesian Optimization and its Application in Additive Manufacturing","authors":"Raghav Gnanasambandam, Bo Shen, Andrew Chung Chee Law, Chaoran Dou, Zhenyu (James) Kong","doi":"10.1080/24725854.2024.2312905","DOIUrl":"https://doi.org/10.1080/24725854.2024.2312905","url":null,"abstract":"Engineering design problems typically require optimizing a quality measure by finding the right combination of controllable input parameters. In additive manufacturing (AM), the output characterist...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139757705","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-23DOI: 10.1080/24725854.2024.2308542
Tingnan Gong, Di Liu, Heeseon Kim, Seong-Hee Kim, Taeheung Kim, Dongki Lee, Yao Xie
This paper presents a distribution-free image monitoring procedure for a manufacturing process, where a series of images are converted into a vector of two feature values extracted from singular va...
{"title":"Distribution-free Image Monitoring with Application to Battery Coating Process","authors":"Tingnan Gong, Di Liu, Heeseon Kim, Seong-Hee Kim, Taeheung Kim, Dongki Lee, Yao Xie","doi":"10.1080/24725854.2024.2308542","DOIUrl":"https://doi.org/10.1080/24725854.2024.2308542","url":null,"abstract":"This paper presents a distribution-free image monitoring procedure for a manufacturing process, where a series of images are converted into a vector of two feature values extracted from singular va...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139555554","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
To understand non-compliance behaviors in investment goods in pandemic preparedness and resilience, we resort to a form of bounded rationality that people suffer from a lack of self-control due to ...
{"title":"Incentivizing Compliance Behaviors with Investment Goods in Pandemic Preparedness and Resilience","authors":"Ailing Xu, Yuhan Miao, Ying-Ju Chen, Qiao-Chu He, Zuo-Jun Max Shen","doi":"10.1080/24725854.2024.2305732","DOIUrl":"https://doi.org/10.1080/24725854.2024.2305732","url":null,"abstract":"To understand non-compliance behaviors in investment goods in pandemic preparedness and resilience, we resort to a form of bounded rationality that people suffer from a lack of self-control due to ...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-01-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139482584","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-08DOI: 10.1080/24725854.2024.2302355
Ziqian Zheng, Honghan Ye, Kaibo Liu
Existing multivariate statistical process control (MSPC) methods commonly require all data streams have the same sampling interval. In practice, this assumption may not be valid as different sensor...
{"title":"Online Nonparametric Monitoring for Asynchronous Processes with Serial Correlation","authors":"Ziqian Zheng, Honghan Ye, Kaibo Liu","doi":"10.1080/24725854.2024.2302355","DOIUrl":"https://doi.org/10.1080/24725854.2024.2302355","url":null,"abstract":"Existing multivariate statistical process control (MSPC) methods commonly require all data streams have the same sampling interval. In practice, this assumption may not be valid as different sensor...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139410128","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-08DOI: 10.1080/24725854.2024.2302368
Ying Liao, Yisha Xiang, Zhigen Zhao, Di Ai
The disease progression dynamics in electronic health records often reflect patients’ health condition evolution, holding the promise of enabling the development of clinical predictive models. Thes...
{"title":"Bayesian mixed-effect higher-order hidden Markov models with applications to predictive healthcare using electronic health records","authors":"Ying Liao, Yisha Xiang, Zhigen Zhao, Di Ai","doi":"10.1080/24725854.2024.2302368","DOIUrl":"https://doi.org/10.1080/24725854.2024.2302368","url":null,"abstract":"The disease progression dynamics in electronic health records often reflect patients’ health condition evolution, holding the promise of enabling the development of clinical predictive models. Thes...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-01-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139410163","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-05DOI: 10.1080/24725854.2024.2301966
Hieu Bui, Sandra Ekşioğlu, Rubén Proano, Sarah Nurre Pinkley
Reluctance or refusal to get vaccinated, commonly known as vaccine hesitancy (VH), poses a significant challenge to COVID-19 vaccination campaigns. Understanding the factors contributing to VH is e...
{"title":"An Analysis of COVID-19 Vaccine Hesitancy in the U.S.","authors":"Hieu Bui, Sandra Ekşioğlu, Rubén Proano, Sarah Nurre Pinkley","doi":"10.1080/24725854.2024.2301966","DOIUrl":"https://doi.org/10.1080/24725854.2024.2301966","url":null,"abstract":"Reluctance or refusal to get vaccinated, commonly known as vaccine hesitancy (VH), poses a significant challenge to COVID-19 vaccination campaigns. Understanding the factors contributing to VH is e...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-01-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139104593","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-01-02DOI: 10.1080/24725854.2023.2299809
John Alasdair Warwicker, Steffen Rebennack
Due to their flexibility and ability to incorporate non-linear relationships, mixed-integer non-linear programming (MINLP) approaches for optimisation are commonly presented as a solution tool for ...
{"title":"Efficient Continuous Piecewise Linear Regression for Linearising Univariate Non-Linear Functions","authors":"John Alasdair Warwicker, Steffen Rebennack","doi":"10.1080/24725854.2023.2299809","DOIUrl":"https://doi.org/10.1080/24725854.2023.2299809","url":null,"abstract":"Due to their flexibility and ability to incorporate non-linear relationships, mixed-integer non-linear programming (MINLP) approaches for optimisation are commonly presented as a solution tool for ...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-01-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139079801","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-12-15DOI: 10.1080/24725854.2023.2295376
Vipul Bansal, Yong Chen, Shiyu Zhou
Condition-based maintenance of multi-component systems is a prevalent engineering problem due to its effectiveness in reducing the operational and maintenance costs of the system. However, developi...
{"title":"Component-Wise Markov Decision Process for Solving Condition Based Maintenance of Large Multi-Component Systems with Economic Dependence","authors":"Vipul Bansal, Yong Chen, Shiyu Zhou","doi":"10.1080/24725854.2023.2295376","DOIUrl":"https://doi.org/10.1080/24725854.2023.2295376","url":null,"abstract":"Condition-based maintenance of multi-component systems is a prevalent engineering problem due to its effectiveness in reducing the operational and maintenance costs of the system. However, developi...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2023-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138689347","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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