Review: Is design data collection still relevant in the big data era? With extensions to machine learning

被引:0
|
作者
Freeman, Laura [1 ,2 ]
机构
[1] Virginia Tech, Res Ctr, Arlington, TX USA
[2] Virginia Tech, Res Ctr, Arlington, VA 22203 USA
关键词
big data; design of experiments; machine learning;
D O I
10.1002/qre.3341
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
[No abstract available]
引用
下载
收藏
页码:1102 / 1106
页数:5
相关论文
共 50 条
  • [21] Machine learning and data science in materials design: a themed collection
    Ferguson, Andrew
    Hachmann, Johannes
    MOLECULAR SYSTEMS DESIGN & ENGINEERING, 2018, 3 (03): : 429 - 430
  • [22] Statistics in the big data era: Failures of the machine
    Dunson, David B.
    STATISTICS & PROBABILITY LETTERS, 2018, 136 : 4 - 9
  • [23] Machine Learning and Big Data Analysis in the Field of Catalysis (A Review)
    V. G. Filippov
    Ya. A. Mikhailov
    A. V. Elyshev
    Kinetics and Catalysis, 2023, 64 : 122 - 134
  • [24] Machine Learning and Big Data Analysis in the Field of Catalysis (A Review)
    Filippov, V. G.
    Mikhailov, Ya. A.
    Elyshev, A. V.
    KINETICS AND CATALYSIS, 2023, 64 (02) : 122 - 134
  • [25] Big Data, Big Insights? Advancing Service Innovation and Design With Machine Learning
    Antons, David
    Breidbach, Christoph F.
    JOURNAL OF SERVICE RESEARCH, 2018, 21 (01) : 17 - 39
  • [26] A review of machine learning for big data analytics: bibliometric approach
    El-Alfy, El-Sayed M.
    Mohammed, Salahadin A.
    TECHNOLOGY ANALYSIS & STRATEGIC MANAGEMENT, 2020, 32 (08) : 984 - 1005
  • [27] A Review at Machine Learning Algorithms Targeting Big Data Challenges
    Rathor, Abhinav
    Gyanchandani, Manasi
    2017 INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONICS, COMMUNICATION, COMPUTER, AND OPTIMIZATION TECHNIQUES (ICEECCOT), 2017, : 753 - 758
  • [28] Machine Learning and Big Data Processing: A Technological Perspective and Review
    Bhatnagar, Roheet
    INTERNATIONAL CONFERENCE ON ADVANCED MACHINE LEARNING TECHNOLOGIES AND APPLICATIONS (AMLTA2018), 2018, 723 : 468 - 478
  • [29] Topical collection on machine learning for big data analytics in smart healthcare systems
    Mian Ahmad Jan
    Houbing Song
    Fazlullah Khan
    Ateeq Ur Rehman
    Lie-Liang Yang
    Neural Computing and Applications, 2023, 35 : 14469 - 14471
  • [30] Topical collection on machine learning for big data analytics in smart healthcare systems
    Jan, Mian Ahmad
    Song, Houbing
    Khan, Fazlullah
    Ur Rehman, Ateeq
    Yang, Lie-Liang
    NEURAL COMPUTING & APPLICATIONS, 2023, 35 (20): : 14469 - 14471