Visualizing Uncertainty in Machine Learning-Assisted Measurements

被引：0
|
作者：
Shirmohammadi, Shervin [1 ,2 ]
机构：
[1] Univ Ottawa, Sch Elect Engn & Comp Sci, Ottawa, ON, Canada
[2] Discover Lab, Ottawa, ON, Canada
来源：
IEEE INSTRUMENTATION & MEASUREMENT MAGAZINE | 2023年 / 26卷 / 07期
关键词：
D O I：
10.1109/MIM.2023.10238361
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
引用
收藏
页码：20 / 27
页数：8
相关论文
共 50 条
  • [1] Uncertainty as a Predictor of Classification Accuracy in Machine Learning-Assisted Measurements
    Shirmohammadi, Shervin
    Amiri, Mohammad Hadi
    Al Osman, Hussein
    IEEE INSTRUMENTATION & MEASUREMENT MAGAZINE, 2024, 27 (07) : 37 - 45
  • [2] Machine learning-assisted enzyme engineering
    Siedhoff, Niklas E.
    Schwaneberg, Ulrich
    Davari, Mehdi D.
    ENZYME ENGINEERING AND EVOLUTION: GENERAL METHODS, 2020, 643 : 281 - 315
  • [3] Machine Learning-Assisted Performance Testing
    Moghadam, Mahshid Helali
    ESEC/FSE'2019: PROCEEDINGS OF THE 2019 27TH ACM JOINT MEETING ON EUROPEAN SOFTWARE ENGINEERING CONFERENCE AND SYMPOSIUM ON THE FOUNDATIONS OF SOFTWARE ENGINEERING, 2019, : 1187 - 1189
  • [4] Towards a Machine Learning-Assisted Kernel with LAKE
    Fingler, Henrique
    Tarte, Isha
    Yu, Hangchen
    Szekely, Ariel
    Hu, Bodun
    Akella, Aditya
    Rossbach, Christopher J.
    PROCEEDINGS OF THE 28TH ACM INTERNATIONAL CONFERENCE ON ARCHITECTURAL SUPPORT FOR PROGRAMMING LANGUAGES AND OPERATING SYSTEMS, VOL 2, ASPLOS 2023, 2023, : 846 - 861
  • [5] Machine Learning-Assisted Segmentation of Pancreas MRI
    Tirado-Velez, Pedro L.
    Kang, Sanghoon
    Ju, Huiwen
    Campbell-Thompson, Martha
    Kim, Sarah
    Lamb, Damon
    DIABETES, 2024, 73
  • [6] Machine Learning-Assisted Analysis of Electrochemical Biosensors
    Deshpande, Shreyas
    Datar, Rishikesh
    Pramanick, Bidhan
    Bacher, Gautam
    IEEE SENSORS LETTERS, 2023, 7 (09)
  • [7] Machine learning-assisted colloidal synthesis: A review
    Gulevich, D. G.
    Nabiev, I. R.
    Samokhvalov, P. S.
    MATERIALS TODAY CHEMISTRY, 2024, 35
  • [8] Machine learning-assisted crystal engineering of a zeolite
    Xinyu Li
    He Han
    Nikolaos Evangelou
    Noah J. Wichrowski
    Peng Lu
    Wenqian Xu
    Son-Jong Hwang
    Wenyang Zhao
    Chunshan Song
    Xinwen Guo
    Aditya Bhan
    Ioannis G. Kevrekidis
    Michael Tsapatsis
    Nature Communications, 14
  • [9] Machine Learning-assisted Management of a Virtualized Network
    Hayashi, Michiaki
    2018 OPTICAL FIBER COMMUNICATIONS CONFERENCE AND EXPOSITION (OFC), 2018,
  • [10] Machine learning-assisted smart epitaxy of Ⅲ-Ⅴ semiconductors
    Yue Hao
    ScienceChina(Materials), 2024, 67 (09) : 3041 - 3042
12345