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Kernel-based Sensitivity Analysis for (excursion) sets 基于内核的（偏移）集敏感性分析
IF 2.5 3区 工程技术
Technometrics Pub Date : 2024-03-28 DOI: 10.1080/00401706.2024.2336537
N. Fellmann, C. Blanchet-Scalliet, C. Helbert, A. Spagnol, D. Sinoquet
{"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}
引用次数: 0
Federated Multiple Tensor-on-Tensor Regression (FedMTOT) for Multimodal Data under Data-Sharing Constraints 数据共享约束条件下针对多模态数据的联合多重张量对张量回归（FedMTOT）
IF 2.5 3区 工程技术
Technometrics Pub Date : 2024-03-26 DOI: 10.1080/00401706.2024.2333506
Zihan Zhang, Shancong Mou, Mostafa Reisi Gahrooei, Massimo Pacella, Jianjun Shi
{"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}
引用次数: 0
Statistical Process Monitoring from Industry 2.0 to Industry 4.0: Insights into Research and Practice 从工业 2.0 到工业 4.0 的统计过程监控：研究与实践启示
IF 2.5 3区 工程技术
Technometrics Pub Date : 2024-03-13 DOI: 10.1080/00401706.2024.2327341
Bianca M. Colosimo, L. Allison Jones-Farmer, Fadel M. Megahed, Kamran Paynabar, Chitta Ranjan, William H. Woodall
{"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}
引用次数: 0
Robust Multivariate Functional Control Chart 稳健多变量功能控制图
IF 2.5 3区 工程技术
Technometrics Pub Date : 2024-03-07 DOI: 10.1080/00401706.2024.2327346
Christian Capezza, Fabio Centofanti, Antonio Lepore, Biagio Palumbo
{"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}
引用次数: 0
Covariate-Dependent Clustering of Undirected Networks with Brain-Imaging Data 利用脑成像数据对无定向网络进行随变量聚类
IF 2.5 3区 工程技术
Technometrics Pub Date : 2024-03-04 DOI: 10.1080/00401706.2024.2321930
Sharmistha Guha, Rajarshi Guhaniyogi
{"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}
引用次数: 0
Gaussian Process Emulation for High-Dimensional Coupled Systems 高维耦合系统的高斯过程仿真
IF 2.5 3区 工程技术
Technometrics Pub Date : 2024-03-04 DOI: 10.1080/00401706.2024.2322651
Tamara Dolski, Elaine T. Spiller, Susan E. Minkoff
{"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}
引用次数: 0
Deep Latent Factor Model for Spatio-Temporal Forecasting 用于时空预测的深度潜因模型
IF 2.5 3区 工程技术
Technometrics Pub Date : 2024-02-22 DOI: 10.1080/00401706.2024.2322661
Wonmo Koo, Eun-Yeol Ma, Heeyoung Kim
{"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}
引用次数: 0
Image Comparison Based On Local Pixel Clustering 基于局部像素聚类的图像对比
IF 2.5 3区 工程技术
Technometrics Pub Date : 2024-02-22 DOI: 10.1080/00401706.2024.2322670
Anik Roy, Partha Sarathi Mukherjee
{"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}
引用次数: 0
An Adaptive Sampling Strategy for Real-time Anomaly Detection with Unmanned Sensing Vehicles 利用无人感知飞行器进行实时异常检测的自适应采样策略
IF 2.5 3区 工程技术
Technometrics Pub Date : 2024-02-22 DOI: 10.1080/00401706.2024.2322645
Yue Jiang, Ana María Estrada Gómez
{"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}
引用次数: 0
Mesh-clustered Gaussian process emulator for partial differential equation boundary value problems 偏微分方程边界值问题的网格聚类高斯过程模拟器
IF 2.5 3区 工程技术
Technometrics Pub Date : 2024-02-21 DOI: 10.1080/00401706.2024.2320211
Chih-Li Sung, Wenjia Wang, Liang Ding, Xingjian Wang
{"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}
引用次数: 0
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