Pub Date : 2024-06-05DOI: 10.1080/24725854.2024.2363316
Noam Goldberg, Mark Langer, Shimrit Shtern
Radiotherapy treatment planning is a challenging large-scale optimization problem plagued by uncertainty. Following the robust optimization methodology, we propose a novel, spatially based uncertai...
{"title":"Robust Radiotherapy Planning with Spatially Based Uncertainty Sets","authors":"Noam Goldberg, Mark Langer, Shimrit Shtern","doi":"10.1080/24725854.2024.2363316","DOIUrl":"https://doi.org/10.1080/24725854.2024.2363316","url":null,"abstract":"Radiotherapy treatment planning is a challenging large-scale optimization problem plagued by uncertainty. Following the robust optimization methodology, we propose a novel, spatially based uncertai...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141510663","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 : 2024-05-30DOI: 10.1080/24725854.2024.2361460
Zhen-Yu Chen, Minghe Sun
Supply chain members can intelligently learn their decisions based on historical data by using machine-learning (ML) algorithms. To coordinate the supply chain, the data-driven contract design prob...
{"title":"Data-driven Contract Design for Supply Chain Coordination with Algorithm Sharing and Algorithm Competition","authors":"Zhen-Yu Chen, Minghe Sun","doi":"10.1080/24725854.2024.2361460","DOIUrl":"https://doi.org/10.1080/24725854.2024.2361460","url":null,"abstract":"Supply chain members can intelligently learn their decisions based on historical data by using machine-learning (ML) algorithms. To coordinate the supply chain, the data-driven contract design prob...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-05-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141550981","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 : 2024-05-29DOI: 10.1080/24725854.2024.2360619
Madi Arabi, Xiaolei Fang
Most prognostic methods require a decent amount of data for model training. In reality, however, the amount of historical data owned by a single organization might be small or not large enough to t...
{"title":"A Federated Data Fusion-Based Prognostic Model for Applications with Multi-Stream Incomplete Signals","authors":"Madi Arabi, Xiaolei Fang","doi":"10.1080/24725854.2024.2360619","DOIUrl":"https://doi.org/10.1080/24725854.2024.2360619","url":null,"abstract":"Most prognostic methods require a decent amount of data for model training. In reality, however, the amount of historical data owned by a single organization might be small or not large enough to t...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141510664","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 : 2024-05-29DOI: 10.1080/24725854.2024.2359991
Sumin Shen, Zhiyang Zhang, Ran Jin, Xinwei Deng
In various data science applications, the relationship between predictor variables and the response is dynamic in the sense that the corresponding model parameters are varying coefficients. Estimat...
在各种数据科学应用中，预测变量与响应之间的关系是动态的，即相应的模型参数是变化的系数。估计...
{"title":"Efficient Estimation and Selection for Regularized Dynamic Logistic Regression","authors":"Sumin Shen, Zhiyang Zhang, Ran Jin, Xinwei Deng","doi":"10.1080/24725854.2024.2359991","DOIUrl":"https://doi.org/10.1080/24725854.2024.2359991","url":null,"abstract":"In various data science applications, the relationship between predictor variables and the response is dynamic in the sense that the corresponding model parameters are varying coefficients. Estimat...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141510665","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 : 2024-05-20DOI: 10.1080/24725854.2024.2357782
Ran Liu, Huiyin Ouyang, Chengkai Wang, Xiaolan Xie
{"title":"Service-level computation in time-varying queueing system with priorities: Application to physician staffing in the emergency department","authors":"Ran Liu, Huiyin Ouyang, Chengkai Wang, Xiaolan Xie","doi":"10.1080/24725854.2024.2357782","DOIUrl":"https://doi.org/10.1080/24725854.2024.2357782","url":null,"abstract":"","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-05-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141119376","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 : 2024-05-09DOI: 10.1080/24725854.2024.2352575
T. Clottey, WC Benton
{"title":"Impact of Sharing Imprecise Information on Fixed-Bin Selective Assembly","authors":"T. Clottey, WC Benton","doi":"10.1080/24725854.2024.2352575","DOIUrl":"https://doi.org/10.1080/24725854.2024.2352575","url":null,"abstract":"","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-05-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140997837","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 : 2024-05-07DOI: 10.1080/24725854.2024.2352578
Ziqian Zheng, Jiahui Zhang, Lingyun Xiao, Warren R. Williams, Jing-Ru C. Cheng, Kaibo Liu
{"title":"Online Nonparametric Process Monitoring for IoT Systems Using Edge Computing","authors":"Ziqian Zheng, Jiahui Zhang, Lingyun Xiao, Warren R. Williams, Jing-Ru C. Cheng, Kaibo Liu","doi":"10.1080/24725854.2024.2352578","DOIUrl":"https://doi.org/10.1080/24725854.2024.2352578","url":null,"abstract":"","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141004275","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 : 2024-05-03DOI: 10.1080/24725854.2024.2351905
Suk Joo Bae, Munwon Lim
Traditional regression approaches to accelerated destructive degradation test (ADDT) data have modeled the mean curve as representative. However, maximum likelihood estimates (MLEs) of the mean mod...
{"title":"A Nonlinear Quantile Regression for Accelerated Destructive Degradation Testing Data","authors":"Suk Joo Bae, Munwon Lim","doi":"10.1080/24725854.2024.2351905","DOIUrl":"https://doi.org/10.1080/24725854.2024.2351905","url":null,"abstract":"Traditional regression approaches to accelerated destructive degradation test (ADDT) data have modeled the mean curve as representative. However, maximum likelihood estimates (MLEs) of the mean mod...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140885859","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 : 2024-04-26DOI: 10.1080/24725854.2024.2347918
Thomas A. Weber
We consider the minimization of input cost for a selective assembly system which features two random inputs and a finite number of matching classes. This setup frequently arises in high-precision m...
{"title":"Minimum-Cost Ordering for Selective Assembly","authors":"Thomas A. Weber","doi":"10.1080/24725854.2024.2347918","DOIUrl":"https://doi.org/10.1080/24725854.2024.2347918","url":null,"abstract":"We consider the minimization of input cost for a selective assembly system which features two random inputs and a finite number of matching classes. This setup frequently arises in high-precision m...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141151637","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 : 2024-04-17DOI: 10.1080/24725854.2024.2344204
Qiang Huang, Zhenyu James Kong, Bianca Maria Colosimo, Lihui Wang, Li Zeng
Published in IISE Transactions (Just accepted, 2024)
发表于 IISE Transactions（刚被接受，2024 年）
{"title":"Contributions to AI and Machine Learning for Manufacturing","authors":"Qiang Huang, Zhenyu James Kong, Bianca Maria Colosimo, Lihui Wang, Li Zeng","doi":"10.1080/24725854.2024.2344204","DOIUrl":"https://doi.org/10.1080/24725854.2024.2344204","url":null,"abstract":"Published in IISE Transactions (Just accepted, 2024)","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":null,"pages":null},"PeriodicalIF":2.6,"publicationDate":"2024-04-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140613857","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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