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Contributions to AI and Machine Learning for Manufacturing 人工智能和机器学习对制造业的贡献
IF 2.6 3区 工程技术
IISE Transactions Pub Date : 2024-04-17 DOI: 10.1080/24725854.2024.2344204
Qiang Huang, Zhenyu James Kong, Bianca Maria Colosimo, Lihui Wang, Li Zeng
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引用次数: 0
Anomaly Detection in PV Systems using Constrained Low-Rank and Sparse Decomposition 利用受限低秩和稀疏分解进行光伏系统异常检测
IF 2.6 3区 工程技术
IISE Transactions Pub Date : 2024-04-05 DOI: 10.1080/24725854.2024.2339345
Wei Yang, Daniel Fregosi, Micheal Bolen, Kamran Paynabar
{"title":"Anomaly Detection in PV Systems using Constrained Low-Rank and Sparse Decomposition","authors":"Wei Yang, Daniel Fregosi, Micheal Bolen, Kamran Paynabar","doi":"10.1080/24725854.2024.2339345","DOIUrl":"https://doi.org/10.1080/24725854.2024.2339345","url":null,"abstract":"PV (photovoltaic) systems, also known as solar panel systems, play an essential role in the mitigation of greenhouse gas emissions and the promotion of renewable energy. Through the conversion of s...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":"14 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-04-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140571274","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}
引用次数: 0
Differentially Private Distributed Estimation and Learning 差分私有分布式估计与学习
IF 2.6 3区 工程技术
IISE Transactions Pub Date : 2024-03-29 DOI: 10.1080/24725854.2024.2337068
Marios Papachristou, M. Amin Rahimian
{"title":"Differentially Private Distributed Estimation and Learning","authors":"Marios Papachristou, M. Amin Rahimian","doi":"10.1080/24725854.2024.2337068","DOIUrl":"https://doi.org/10.1080/24725854.2024.2337068","url":null,"abstract":"We study distributed estimation and learning problems in a networked environment where agents exchange information to estimate unknown statistical properties of random variables from their privatel...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":"8 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140603143","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}
引用次数: 0
Iteration Complexity and Finite-Time Efficiency of Adaptive Sampling Trust-Region Methods for Stochastic Derivative-Free Optimization 用于随机无衍生优化的自适应采样信任区域方法的迭代复杂性和有限时间效率
IF 2.6 3区 工程技术
IISE Transactions Pub Date : 2024-03-27 DOI: 10.1080/24725854.2024.2335513
Yunsoo Ha, Sara Shashaani
{"title":"Iteration Complexity and Finite-Time Efficiency of Adaptive Sampling Trust-Region Methods for Stochastic Derivative-Free Optimization","authors":"Yunsoo Ha, Sara Shashaani","doi":"10.1080/24725854.2024.2335513","DOIUrl":"https://doi.org/10.1080/24725854.2024.2335513","url":null,"abstract":"ASTRO-DF is a prominent trust-region method using adaptive sampling for stochastic derivative-free optimization of nonconvex problems. Its salient feature is an easy-to-understand-and-implement con...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":"2010 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-03-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140314036","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}
引用次数: 0
Dynamic Exploration-Exploitation Trade-Off in Active Learning Regression with Bayesian Hierarchical Modeling 贝叶斯分层建模主动学习回归中的动态探索-开发权衡
IF 2.6 3区 工程技术
IISE Transactions Pub Date : 2024-03-19 DOI: 10.1080/24725854.2024.2332910
Upala Junaida Islam, Kamran Paynabar, George Runger, Ashif Sikandar Iquebal
{"title":"Dynamic Exploration-Exploitation Trade-Off in Active Learning Regression with Bayesian Hierarchical Modeling","authors":"Upala Junaida Islam, Kamran Paynabar, George Runger, Ashif Sikandar Iquebal","doi":"10.1080/24725854.2024.2332910","DOIUrl":"https://doi.org/10.1080/24725854.2024.2332910","url":null,"abstract":"Active learning provides a framework to adaptively query the most informative experiments towards learning an unknown black-box function. Various approaches of active learning have been proposed in...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":"2 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140200375","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}
引用次数: 0
Simultaneous Optimal Control of Directional Missed Discovery Rates in Data Stream Diagnosis 数据流诊断中定向遗漏发现率的同步优化控制
IF 2.6 3区 工程技术
IISE Transactions Pub Date : 2024-03-19 DOI: 10.1080/24725854.2024.2330077
Yan He, Yicheng Kang, Dongdong Xiang, Peihua Qiu
{"title":"Simultaneous Optimal Control of Directional Missed Discovery Rates in Data Stream Diagnosis","authors":"Yan He, Yicheng Kang, Dongdong Xiang, Peihua Qiu","doi":"10.1080/24725854.2024.2330077","DOIUrl":"https://doi.org/10.1080/24725854.2024.2330077","url":null,"abstract":"High-dimensional data streams are ubiquitous in modern manufacturing because of their ability to provide valuable information about the industrial system’s performance on a real-time basis. If a sh...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":"57 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140200161","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}
引用次数: 0
Sequencing heterogeneous orders in Bucket Brigade order-picking lines 在 "水桶旅 "订单拣选流水线上对异质订单进行排序
IF 2.6 3区 工程技术
IISE Transactions Pub Date : 2024-03-18 DOI: 10.1080/24725854.2024.2330994
Yossi Bukchin, Eran Hanany, Eugene Khmelnitsky
{"title":"Sequencing heterogeneous orders in Bucket Brigade order-picking lines","authors":"Yossi Bukchin, Eran Hanany, Eugene Khmelnitsky","doi":"10.1080/24725854.2024.2330994","DOIUrl":"https://doi.org/10.1080/24725854.2024.2330994","url":null,"abstract":"Bucket Brigade (BB) is a common approach for dynamic work-sharing in order-picking lines. Differently from typical analysis, we assume heterogeneous orders, which creates blockages and reduced effi...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":"33 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140147874","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}
引用次数: 0
Scheduling Policies to Minimize Abandonment Costs in Infomercial Call Centers 将广告呼叫中心的放弃成本降至最低的调度政策
IF 2.6 3区 工程技术
IISE Transactions Pub Date : 2024-03-18 DOI: 10.1080/24725854.2024.2331583
Sina Ansari, Laurens Debo, Seyed M.R. Iravani
{"title":"Scheduling Policies to Minimize Abandonment Costs in Infomercial Call Centers","authors":"Sina Ansari, Laurens Debo, Seyed M.R. Iravani","doi":"10.1080/24725854.2024.2331583","DOIUrl":"https://doi.org/10.1080/24725854.2024.2331583","url":null,"abstract":"Infomercial call centers answer calls in an order that reduces the number of abandoned calls to minimize lost revenue. We study a multi-class queuing system with a single server and customer abando...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":"11 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140147852","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}
引用次数: 0
Simultaneous Treatment Effect Estimation and Variable Selection for Observational Data 观察数据的同步治疗效果估算和变量选择
IF 2.6 3区 工程技术
IISE Transactions Pub Date : 2024-03-12 DOI: 10.1080/24725854.2024.2330085
Eun-Yeol Ma, Uichin Lee, Heeyoung Kim
{"title":"Simultaneous Treatment Effect Estimation and Variable Selection for Observational Data","authors":"Eun-Yeol Ma, Uichin Lee, Heeyoung Kim","doi":"10.1080/24725854.2024.2330085","DOIUrl":"https://doi.org/10.1080/24725854.2024.2330085","url":null,"abstract":"Owing to the difficulties inherent in conducting controlled experiments, recent causal inference studies have focused on developing treatment effect estimation using observational data. One major d...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":"23 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140105264","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}
引用次数: 0
Image-based Novel Fault Detection with Deep Learning Classifiers using Hierarchical Labels 使用分层标签的深度学习分类器进行基于图像的新型故障检测
IF 2.6 3区 工程技术
IISE Transactions Pub Date : 2024-03-06 DOI: 10.1080/24725854.2024.2326068
Nurettin Sergin, Jiayu Huang, Tzyy-Shuh Chang, Hao Yan
{"title":"Image-based Novel Fault Detection with Deep Learning Classifiers using Hierarchical Labels","authors":"Nurettin Sergin, Jiayu Huang, Tzyy-Shuh Chang, Hao Yan","doi":"10.1080/24725854.2024.2326068","DOIUrl":"https://doi.org/10.1080/24725854.2024.2326068","url":null,"abstract":"One important characteristic of modern fault classification systems is the ability to flag the system when faced with previously unseen fault types. This work considers the unknown fault detection ...","PeriodicalId":56039,"journal":{"name":"IISE Transactions","volume":"36 1","pages":""},"PeriodicalIF":2.6,"publicationDate":"2024-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140044203","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}
引用次数: 0
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