Concepedia

Deep Learning For Big Data

Deep Learning for Big Data is a computational framework within machine learning that leverages deep neural architectures to automatically learn hierarchical representations from large-scale, high-dimensional, and often heterogeneous datasets, distinguishing itself by its capacity to process massive volumes of data with minimal human intervention while uncovering complex patterns across distributed data sources.

849

Publications

91.8K

Citations

3.2K

Authors

1.2K

Institutions

Publications per year

2017–2026

739

Parents

Publications

849

Big data: a revolution that will transform how we live, work, and think

Choice Reviews Online · 2013 · 3.7K citations

, , +12

Data-intensive applications, challenges, techniques and technologies: A survey on Big Data

C. L. Philip Chen, Chun‐yang Zhang · Information Sciences · 2014 · 3K citations

, , +14

Traffic Flow Prediction With Big Data: A Deep Learning Approach

Yisheng Lv, Yanjie Duan, Wenwen Kang et al. · IEEE Transactions on Intelligent Transportation Systems · 2014 · 3K citations

, , +17

Deep learning applications and challenges in big data analytics

Maryam M. Najafabadi, Flavio Villanustre, Taghi M. Khoshgoftaar et al. · Journal Of Big Data · 2015 · 2.6K citations · Full text

, , +9

Artificial intelligence for decision making in the era of Big Data – evolution, challenges and research agenda

Yanqing Duan, John S. Edwards, Yogesh K. Dwivedi · International Journal of Information Management · 2019 · 2.5K citations · Full text

, , +17

1–5 of 849

Authors

3.2K

  1. LT
    Laurence T. Yang

    St. Francis Xavier University, Canada

    11 publications · 2.6K citations

    11

    h-index

  2. ZC
    Zhikui Chen

    Dalian University of Technology, China

    11 publications · 2.4K citations

    11

    h-index

  3. QZ
    Qingchen Zhang

    St. Francis Xavier University, Canada

    9 publications · 1.1K citations

    9

    h-index

  4. TM
    Taghi M. Khoshgoftaar

    Florida Atlantic University, United States

    8 publications · 3.5K citations

    8

    h-index

  5. PL
    Peng Li

    Dalian University of Technology, China

    7 publications · 581 citations

    7

    h-index

1–5 of 3.2K

Institutions

1.2K

  1. Dalian University of Technology

    Dalian, China

    15 h-index

    38 publications

    5.5K citations

  2. Chinese Academy of Sciences

    Beijing, China

    13 h-index

    32 publications

    13.8K citations

  3. Stanford University

    Stanford, United States

    12 h-index

    52 publications

    4.5K citations

  4. Tsinghua University

    Beijing, China

    11 h-index

    37 publications

    4.1K citations

  5. King Saud University

    Riyadh, Saudi Arabia

    10 h-index

    21 publications

    3.4K citations

  6. University of Electronic Science and Technology of China

    Chengdu, China

    9 h-index

    20 publications

    5.3K citations

  7. Florida Atlantic University

    Boca Raton, United States

    9 h-index

    22 publications

    13.4K citations

  8. Vellore Institute of Technology University

    Vellore, India

    8 h-index

    16 publications

    1.6K citations

1–8 of 1.2K

Venues

  1. arXiv (Cornell University)

    Repository · 44 publications · 5.4K citations

    26

    h-index

  2. IEEE Access

    32 publications · 3.3K citations

    24

    h-index

  3. Future Generation Computer Systems

    FGCS · 9 publications · 996 citations

    9

    h-index

  4. IEEE Transactions on Industrial Informatics

    9 publications · 894 citations

    9

    h-index

  5. Sustainability

    8 publications · 496 citations

    8

    h-index

1–5