TechnometricsPub Date : 2024-05-01DOI: 10.1080/00401706.2024.2339785
Vira Ananda, Visi Komala Sari, Anisah, Utriweni Mukhaiyar
{"title":"Sparse Graphical Modeling for High Dimensional Data: A Paradigm of Conditional Independence Tests","authors":"Vira Ananda, Visi Komala Sari, Anisah, Utriweni Mukhaiyar","doi":"10.1080/00401706.2024.2339785","DOIUrl":"https://doi.org/10.1080/00401706.2024.2339785","url":null,"abstract":"Published in Technometrics (Vol. 66, No. 2, 2024)","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"55 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140833089","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}
TechnometricsPub Date : 2024-04-19DOI: 10.1080/00401706.2024.2345139
Scott Koermer, Justin Loda, Aaron Noble, Robert B. Gramacy
{"title":"Augmenting a simulation campaign for hybrid computer model and field data experiments","authors":"Scott Koermer, Justin Loda, Aaron Noble, Robert B. Gramacy","doi":"10.1080/00401706.2024.2345139","DOIUrl":"https://doi.org/10.1080/00401706.2024.2345139","url":null,"abstract":"The Kennedy and O’Hagan (KOH) calibration framework uses coupled Gaussian processes (GPs) to meta-model an expensive simulator (first GP), tune its “knobs” (calibration inputs) to best match observ...","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"77 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140624127","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}
TechnometricsPub Date : 2024-04-18DOI: 10.1080/00401706.2024.2342314
Dongmin Li, Miao Bai, Xiaochen Xian
{"title":"Data-driven Pathwise Sampling Approaches for Online Anomaly Detection","authors":"Dongmin Li, Miao Bai, Xiaochen Xian","doi":"10.1080/00401706.2024.2342314","DOIUrl":"https://doi.org/10.1080/00401706.2024.2342314","url":null,"abstract":"Moving vehicle-based sensors (MVSs) have been increasingly used for real-time sensing and anomaly detection in various applications such as the detection of wildfires and oil spills. In this paper,...","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"19 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-04-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140615576","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}
TechnometricsPub Date : 2024-04-16DOI: 10.1080/00401706.2024.2342315
Edward Austin, Idris A. Eckley, Lawrence Bardwell
{"title":"Detection of Emergent Anomalous Structure in Functional Data","authors":"Edward Austin, Idris A. Eckley, Lawrence Bardwell","doi":"10.1080/00401706.2024.2342315","DOIUrl":"https://doi.org/10.1080/00401706.2024.2342315","url":null,"abstract":"Motivated by an example arising from digital networks, we propose a novel approach for detecting the emergence of anomalies in functional data. In contrast to classical functional data approaches, ...","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"18 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140615577","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}
TechnometricsPub Date : 2024-04-15DOI: 10.1080/00401706.2024.2343062
Sara Shashaani, Özge Sürer, Matthew Plumlee, Seth Guikema
{"title":"Building Trees for Probabilistic Prediction via Scoring Rules","authors":"Sara Shashaani, Özge Sürer, Matthew Plumlee, Seth Guikema","doi":"10.1080/00401706.2024.2343062","DOIUrl":"https://doi.org/10.1080/00401706.2024.2343062","url":null,"abstract":"Decision trees built with data remain in widespread use for nonparametric prediction. Predicting probability distributions is preferred over point predictions when uncertainty plays a prominent rol...","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"1 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140583781","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}
TechnometricsPub Date : 2024-03-28DOI: 10.1080/00401706.2024.2336535
Neelesh S Upadhye, Raju Chowdhury
{"title":"Constrained Bayesian Optimization with Lower Confidence Bound","authors":"Neelesh S Upadhye, Raju Chowdhury","doi":"10.1080/00401706.2024.2336535","DOIUrl":"https://doi.org/10.1080/00401706.2024.2336535","url":null,"abstract":"In this article, we present a hybrid Bayesian optimization (BO) framework to solve constrained optimization problems by adopting a state-of-the-art acquisition function from the unconstrained BO li...","PeriodicalId":22208,"journal":{"name":"Technometrics","volume":"127 1","pages":""},"PeriodicalIF":2.5,"publicationDate":"2024-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140323846","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}