Pub Date : 2024-03-28DOI: 10.1080/00401706.2024.2336537
N. Fellmann, C. Blanchet-Scalliet, C. Helbert, A. Spagnol, D. Sinoquet
In this paper, we aim to perform sensitivity analysis of set-valued models and, in particular, to quantify the impact of uncertain inputs on feasible sets, which are key elements in solving a robus...
{"title":"Kernel-based Sensitivity Analysis for (excursion) sets","authors":"N. Fellmann, C. Blanchet-Scalliet, C. Helbert, A. Spagnol, D. Sinoquet","doi":"10.1080/00401706.2024.2336537","DOIUrl":"https://doi.org/10.1080/00401706.2024.2336537","url":null,"abstract":"In this paper, we aim to perform sensitivity analysis of set-valued models and, in particular, to quantify the impact of uncertain inputs on feasible sets, which are key elements in solving a robus...","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"52 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140584465","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}
In recent years, diversified measurements reflect the system dynamics from a more comprehensive perspective in system modeling and analysis, such as scalars, waveform signals, images, and structure...
{"title":"Federated Multiple Tensor-on-Tensor Regression (FedMTOT) for Multimodal Data under Data-Sharing Constraints","authors":"Zihan Zhang, Shancong Mou, Mostafa Reisi Gahrooei, Massimo Pacella, Jianjun Shi","doi":"10.1080/00401706.2024.2333506","DOIUrl":"https://doi.org/10.1080/00401706.2024.2333506","url":null,"abstract":"In recent years, diversified measurements reflect the system dynamics from a more comprehensive perspective in system modeling and analysis, such as scalars, waveform signals, images, and structure...","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"139 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-03-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140314822","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 : 2024-03-13DOI: 10.1080/00401706.2024.2327341
Bianca M. Colosimo, L. Allison Jones-Farmer, Fadel M. Megahed, Kamran Paynabar, Chitta Ranjan, William H. Woodall
Industry 4.0 has emerged as an important era for process monitoring and improvement. Our expository paper provides a historical perspective on research and practice of statistical process monitorin...
{"title":"Statistical Process Monitoring from Industry 2.0 to Industry 4.0: Insights into Research and Practice","authors":"Bianca M. Colosimo, L. Allison Jones-Farmer, Fadel M. Megahed, Kamran Paynabar, Chitta Ranjan, William H. Woodall","doi":"10.1080/00401706.2024.2327341","DOIUrl":"https://doi.org/10.1080/00401706.2024.2327341","url":null,"abstract":"Industry 4.0 has emerged as an important era for process monitoring and improvement. Our expository paper provides a historical perspective on research and practice of statistical process monitorin...","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"40 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140170191","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 : 2024-03-07DOI: 10.1080/00401706.2024.2327346
Christian Capezza, Fabio Centofanti, Antonio Lepore, Biagio Palumbo
In modern Industry 4.0 applications, a huge amount of data is acquired during manufacturing processes and is often contaminated with outliers, which can seriously reduce the performance of control ...
{"title":"Robust Multivariate Functional Control Chart","authors":"Christian Capezza, Fabio Centofanti, Antonio Lepore, Biagio Palumbo","doi":"10.1080/00401706.2024.2327346","DOIUrl":"https://doi.org/10.1080/00401706.2024.2327346","url":null,"abstract":"In modern Industry 4.0 applications, a huge amount of data is acquired during manufacturing processes and is often contaminated with outliers, which can seriously reduce the performance of control ...","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"5 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140074175","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 : 2024-03-04DOI: 10.1080/00401706.2024.2321930
Sharmistha Guha, Rajarshi Guhaniyogi
This article focuses on model-based clustering of subjects based on the shared relationships of subject-specific networks and covariates in scenarios when there are differences in the relationship ...
本文的重点是在特定主体网络和协变量的共享关系存在差异的情况下，基于模型对主体进行聚类。
{"title":"Covariate-Dependent Clustering of Undirected Networks with Brain-Imaging Data","authors":"Sharmistha Guha, Rajarshi Guhaniyogi","doi":"10.1080/00401706.2024.2321930","DOIUrl":"https://doi.org/10.1080/00401706.2024.2321930","url":null,"abstract":"This article focuses on model-based clustering of subjects based on the shared relationships of subject-specific networks and covariates in scenarios when there are differences in the relationship ...","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"1995 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140034715","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 : 2024-03-04DOI: 10.1080/00401706.2024.2322651
Tamara Dolski, Elaine T. Spiller, Susan E. Minkoff
Complex coupled multiphysics simulations are ubiquitous in science and engineering. Evaluating these numerical simulators is often costly which limits our ability to run them sufficiently often for...
{"title":"Gaussian Process Emulation for High-Dimensional Coupled Systems","authors":"Tamara Dolski, Elaine T. Spiller, Susan E. Minkoff","doi":"10.1080/00401706.2024.2322651","DOIUrl":"https://doi.org/10.1080/00401706.2024.2322651","url":null,"abstract":"Complex coupled multiphysics simulations are ubiquitous in science and engineering. Evaluating these numerical simulators is often costly which limits our ability to run them sufficiently often for...","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"35 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140034943","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 : 2024-02-22DOI: 10.1080/00401706.2024.2322661
Wonmo Koo, Eun-Yeol Ma, Heeyoung Kim
Latent factor models can perform spatio-temporal forecasting (i.e., predicting future responses at unmeasured as well as measured locations) by modeling temporal dependence using latent factors and...
潜因模型可以利用潜因和时间依赖性建模，进行时空预测（即预测未测量地点和测量地点的未来反应）。
{"title":"Deep Latent Factor Model for Spatio-Temporal Forecasting","authors":"Wonmo Koo, Eun-Yeol Ma, Heeyoung Kim","doi":"10.1080/00401706.2024.2322661","DOIUrl":"https://doi.org/10.1080/00401706.2024.2322661","url":null,"abstract":"Latent factor models can perform spatio-temporal forecasting (i.e., predicting future responses at unmeasured as well as measured locations) by modeling temporal dependence using latent factors and...","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"35 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139946843","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 : 2024-02-22DOI: 10.1080/00401706.2024.2322670
Anik Roy, Partha Sarathi Mukherjee
Image comparison is a fundamental step for monitoring images and has wide applications in many disciplines of sciences, including satellite imaging, medical research, quality control and so forth. ...
图像对比是监控图像的基本步骤，在卫星成像、医学研究、质量控制等许多科学领域都有广泛应用。...
{"title":"Image Comparison Based On Local Pixel Clustering","authors":"Anik Roy, Partha Sarathi Mukherjee","doi":"10.1080/00401706.2024.2322670","DOIUrl":"https://doi.org/10.1080/00401706.2024.2322670","url":null,"abstract":"Image comparison is a fundamental step for monitoring images and has wide applications in many disciplines of sciences, including satellite imaging, medical research, quality control and so forth. ...","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"35 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139946972","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 : 2024-02-22DOI: 10.1080/00401706.2024.2322645
Yue Jiang, Ana María Estrada Gómez
Unmanned sensing vehicles (USVs) have been widely used for real-time anomaly detection in various applications, including environmental monitoring, precision agriculture, and military surveillance....
{"title":"An Adaptive Sampling Strategy for Real-time Anomaly Detection with Unmanned Sensing Vehicles","authors":"Yue Jiang, Ana María Estrada Gómez","doi":"10.1080/00401706.2024.2322645","DOIUrl":"https://doi.org/10.1080/00401706.2024.2322645","url":null,"abstract":"Unmanned sensing vehicles (USVs) have been widely used for real-time anomaly detection in various applications, including environmental monitoring, precision agriculture, and military surveillance....","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"10 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139946907","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 : 2024-02-21DOI: 10.1080/00401706.2024.2320211
Chih-Li Sung, Wenjia Wang, Liang Ding, Xingjian Wang
Partial differential equations (PDEs) have become an essential tool for modeling complex physical systems. Such equations are typically solved numerically via mesh-based methods, such as finite ele...
{"title":"Mesh-clustered Gaussian process emulator for partial differential equation boundary value problems","authors":"Chih-Li Sung, Wenjia Wang, Liang Ding, Xingjian Wang","doi":"10.1080/00401706.2024.2320211","DOIUrl":"https://doi.org/10.1080/00401706.2024.2320211","url":null,"abstract":"Partial differential equations (PDEs) have become an essential tool for modeling complex physical systems. Such equations are typically solved numerically via mesh-based methods, such as finite ele...","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"5 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-02-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139920610","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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