Challenges of Feature Selection for Big Data Analytics

被引：5
|
作者：
Li, Jundong [1 ]
Liu, Huan [1 ]
机构：
[1] Arizona State Univ, Comp Sci & Engn, Tempe, AZ 85287 USA
来源：
IEEE INTELLIGENT SYSTEMS | 2017年 / 32卷 / 02期
基金：
美国国家科学基金会;
关键词：
D O I：
10.1109/mis.2017.38
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
引用
收藏
页码：9 / 15
页数：7
相关论文
共 50 条
  • [1] Challenges of Feature Selection for Big Data Analytics
    Li J.
    Liu H.
    [J]. 1600, Institute of Electrical and Electronics Engineers Inc., United States (32): : 9 - 15
  • [2] Feature Selection Techniques for Big Data Analytics
    Albattah, Waleed
    Khan, Rehan Ullah
    Alsharekh, Mohammed F.
    Khasawneh, Samer F.
    [J]. ELECTRONICS, 2022, 11 (19)
  • [3] Improved Feature Selection Model for Big Data Analytics
    El-Hasnony, Ibrahim M.
    Barakat, Sherif I.
    Elhoseny, Mohamed
    Mostafa, Reham R.
    [J]. IEEE ACCESS, 2020, 8 : 66989 - 67004
  • [4] Automating Feature Extraction and Feature Selection in Big Data Security Analytics
    Sisiaridis, Dimitrios
    Markowitch, Olivier
    [J]. ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING (ICAISC 2018), PT II, 2018, 10842 : 423 - 432
  • [5] Reducing Data Complexity in Feature Extraction and Feature Selection for Big Data Security Analytics
    Sisiaridis, Dimitrios
    Markowitch, Olivier
    [J]. 2018 1ST INTERNATIONAL CONFERENCE ON DATA INTELLIGENCE AND SECURITY (ICDIS 2018), 2018, : 43 - 48
  • [6] Feature Selection for Big Visual Data: Overview and Challenges
    Bolon-Canedo, Veronica
    Remeseiro, Beatriz
    Cancela, Brais
    [J]. IMAGE ANALYSIS AND RECOGNITION (ICIAR 2018), 2018, 10882 : 136 - 143
  • [7] QLGWONM:Quantum Leaping GWO for Feature Selection in Big Data Analytics
    Rachna Kulhare
    S.Veenadhari
    [J]. Journal of Harbin Institute of Technology(New series), 2023, 30 (04) : 85 - 98
  • [8] An Enhanced Memetic Algorithm for Feature Selection in Big Data Analytics with MapReduce
    Ramakrishnan, Umanesan
    Nachimuthu, Nandhagopal
    [J]. INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2022, 31 (03): : 1547 - 1559
  • [9] Heterogeneous Ensemble Feature Selection Model (HEFSM) for Big Data Analytics
    Priyadharsini M.
    Karuppasamy K.
    [J]. Computer Systems Science and Engineering, 2023, 45 (02): : 2187 - 2205
  • [10] Challenges and Trends of Big Data Analytics
    Li, Hui
    Lu, Xin
    [J]. 2014 NINTH INTERNATIONAL CONFERENCE ON P2P, PARALLEL, GRID, CLOUD AND INTERNET COMPUTING (3PGCIC), 2014, : 566 - 567
12345