Big Data and Deep Learning for Understanding DoD Data

被引:0
|
作者
Zhao, Ying [1 ]
MacKinnon, Douglas J. [1 ]
Gallup, Shelley P. [1 ]
机构
[1] Naval Postgraduate School, United States
来源
CrossTalk | 2015年 / 28卷 / 04期
关键词
Big data;
D O I
暂无
中图分类号
学科分类号
摘要
Today, Big Data infrastructure and analytics intervene with traditional data sciences. We are compelled to ask - What is new? In this article, the authors provide a pragmatic context for how Big Data infrastructure and analytics are related to traditional data sciences including statistical analysis, numerical analysis, machine learning, data mining, pattern recognition and data fusion. The authors also discuss use cases in various categories that demonstrate empirical practicality for understanding and applying Big DoD Data.
引用
收藏
页码:4 / 11
相关论文
共 50 条
  • [31] Big and Deep Hype and Hope: On the Special Issue for Deep Learning and Big Data in Healthcare
    Luis Rojo-Alvarez, Jose
    APPLIED SCIENCES-BASEL, 2019, 9 (20):
  • [32] Deep understanding of big geospatial data for self-driving: Data, technologies, and systems
    Wang, Haiyan
    Feng, Jiaming
    Li, Ke
    Chen, Lisi
    FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2022, 137 : 146 - 163
  • [33] Deep learning in big data Analytics: A comparative study
    Jan, Bilal
    Farman, Haleem
    Khan, Murad
    Imran, Muhammad
    Ul Islam, Ihtesham
    Ahmad, Awais
    Ali, Shaukat
    Jeon, Gwanggil
    COMPUTERS & ELECTRICAL ENGINEERING, 2019, 75 : 275 - 287
  • [34] Deep learning applications and challenges in big data analytics
    Najafabadi M.M.
    Villanustre F.
    Khoshgoftaar T.M.
    Seliya N.
    Wald R.
    Muharemagic E.
    Journal of Big Data, 2 (1)
  • [35] A REVIEW OF IMPLEMENTATION OF DEEP LEARNING IN BIG DATA ANALYSIS
    Lekhrajani, Serena
    Samdani, Krishna
    PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE CONFLUENCE 2018 ON CLOUD COMPUTING, DATA SCIENCE AND ENGINEERING, 2018, : 520 - 525
  • [36] Application of Deep Learning in Ocean Big Data Mining
    Zhou, Xiaojuan
    JOURNAL OF COASTAL RESEARCH, 2020, : 614 - 617
  • [37] HOLMeS: eHealth in the Big Data and Deep Learning Era
    Amato, Flora
    Marrone, Stefano
    Moscato, Vincenzo
    Piantadosi, Gabriele
    Picariello, Antonio
    Sansone, Carlo
    INFORMATION, 2019, 10 (02)
  • [38] Deep learning for intelligent systems and big data analytics
    Agarwal, Basant
    Recent Patents on Engineering, 2020, 14 (03) : 392 - 393
  • [39] Deep learning and big data technologies for IoT security
    Amanullah, Mohamed Ahzam
    Habeeb, Riyaz Ahamed Ariyaluran
    Nasaruddin, Fariza Hanum
    Gani, Abdullah
    Ahmed, Ejaz
    Nainar, Abdul Salam Mohamed
    Akim, Nazihah Md
    Imran, Muhammad
    COMPUTER COMMUNICATIONS, 2020, 151 : 495 - 517
  • [40] Deep Incremental Learning for Big Data Stream Analytics
    Alex, Suja A.
    Nayahi, J. Jesu Vedha
    PROCEEDING OF THE INTERNATIONAL CONFERENCE ON COMPUTER NETWORKS, BIG DATA AND IOT (ICCBI-2018), 2020, 31 : 600 - 614