Bias in Algorithms and the Misuse of Big Data Sets

被引:0
|
作者
Walker H.M. [1 ]
机构
[1] Department of Computer Science Noyce Science Center, Grinnell College 1116 Eighth Avenue Grinnell, Iowa
关键词
D O I
10.1145/3392050
中图分类号
学科分类号
摘要
[No abstract available]
引用
收藏
页码:12 / 17
页数:5
相关论文
共 50 条
  • [1] Comparison of machine learning algorithms for classification of Big Data sets
    Singh, Barkha
    Indu, Sreedevi
    Majumdar, Sudipta
    THEORETICAL COMPUTER SCIENCE, 2025, 1024
  • [2] Big data: More than big data sets
    Cobb, Adrienne N.
    Benjamin, Andrew J.
    Huang, Erich S.
    Kuo, Paul C.
    SURGERY, 2018, 164 (04) : 640 - 642
  • [3] Algorithms for Big Data
    Meyer, Ulrich
    Abedjan, Ziawasch
    IT-INFORMATION TECHNOLOGY, 2020, 62 (3-4): : 117 - 118
  • [4] Big data sets in construction
    Kagan, Pavel
    INTERNATIONAL SCIENCE CONFERENCE SPBWOSCE-2018: BUSINESS TECHNOLOGIES FOR SUSTAINABLE URBAN DEVELOPMENT, 2019, 110
  • [5] Lack of Transparency and Potential Bias in Artificial Intelligence Data Sets and Algorithms A Scoping Review
    Daneshjou, Roxana
    Smith, Mary P.
    Sun, Mary D.
    Rotemberg, Veronica
    Zou, James
    JAMA DERMATOLOGY, 2021, 157 (11) : 1362 - 1369
  • [6] Encoding of data sets and algorithms
    Doctor, Katarina
    Mao, Tong
    Mhaskar, Hrushikesh
    APPLIED NUMERICAL MATHEMATICS, 2024, 200 : 209 - 235
  • [7] Big Data and Clustering Algorithms
    Ajin, V. W.
    Kumar, Lekshmy D.
    2016 INTERNATIONAL CONFERENCE ON RESEARCH ADVANCES IN INTEGRATED NAVIGATION SYSTEMS (RAINS), 2016,
  • [8] How big is "big" when it comes to data sets
    Bogstad, W
    COMMUNICATIONS OF THE ACM, 2001, 44 (10) : 11 - 12
  • [9] Gender Bias in Big Data Analysis
    Misa, Thomas J.
    INFORMATION & CULTURE, 2022, 57 (03): : 283 - 306
  • [10] Mitigating Bias in Big Data for Transportation
    Greg P. Griffin
    Megan Mulhall
    Chris Simek
    William W. Riggs
    Journal of Big Data Analytics in Transportation, 2020, 2 (1): : 49 - 59