Concepedia

Hierarchical Analytics

Hierarchical Analytics is a distributed data processing framework that organizes analytical computations across multiple tiers of networked devices, from edge nodes to cloud servers, to optimize latency, bandwidth utilization, and decision-making efficiency by executing progressively refined analysis at each hierarchical level.

14

Publications

2K

Citations

35

Authors

22

Institutions

Publications per year

2017–2026

8

Parents

Publications

14

How can Big Data and machine learning benefit environment and water management: a survey of methods, applications, and future directions

Alexander Y. Sun, Bridget R. Scanlon · Environmental Research Letters · 2019 · 533 citations · Full text

, , +16

The state-of-the-art integrations and applications of the analytic hierarchy process

William Ho, Xin Ma · European Journal of Operational Research · 2017 · 478 citations · Full text

, , +11

2016 IEEE International Conference on Data Science and Advanced Analytics

IEEE Computational Intelligence Magazine · 2016 · 191 citations

, , +15

A Hierarchical Self-Adaptive Data-Analytics Method for Real-Time Power System Short-Term Voltage Stability Assessment

Yuchen Zhang, Yan Xu, Zhao Yang Dong · IEEE Transactions on Industrial Informatics · 2018 · 169 citations · Full text

, , +17

Evaluating digital video recorder systems using analytic hierarchy and analytic network processes

Che‐Wei Chang, Cheng‐Ru Wu, Chin‐Tsai Lin et al. · Information Sciences · 2007 · 137 citations

, , +12

1–5 of 14

Authors

35

  1. WH
    William Ho

    Aston University, United Kingdom

    1 publications · 478 citations

    1

    h-index

  2. JD
    Jai Dayal

    Georgia Institute of Technology, United States

    1 publications · 15 citations

    1

    h-index

  3. LY
    Liuqing Yang

    Colorado State University, United States

    1 publications · 12 citations

    1

    h-index

  4. CC
    Che‐Wei Chang

    Yuanpei University, Taiwan

    1 publications · 137 citations

    1

    h-index

  5. FZ
    Fang Zheng

    Georgia Institute of Technology, United States

    1 publications · 15 citations

    1

    h-index

1–5 of 35

Institutions

22

  1. Shenzhen Research Institute of Big Data

    Shenzhen, China

    1 h-index

    1 publications

    12 citations

  2. Rutgers, The State University of New Jersey

    New Brunswick, United States

    1 h-index

    2 publications

    248 citations

  3. Maulana Azad National Institute of Technology

    Bhopal, India

    1 h-index

    2 publications

    184 citations

  4. Nanyang Technological University

    Singapore, Singapore

    1 h-index

    1 publications

    169 citations

  5. Universidad Carlos III de Madrid

    Madrid, Spain

    1 h-index

    1 publications

    47 citations

  6. Colorado State University

    Fort Collins, United States

    1 h-index

    2 publications

    24 citations

  7. University of Lübeck

    Lübeck, Germany

    1 h-index

    1 publications

    16 citations

  8. Global Strategy Group

    New York, United States

    1 h-index

    1 publications

    71 citations

1–8 of 22

Venues

  1. IEEE Transactions on Industrial Informatics

    2 publications · 216 citations

    2

    h-index

  2. Journal of Parallel and Distributed Computing

    1 publications · 42 citations

    1

    h-index

  3. IEEE Internet of Things Journal

    1 publications · 12 citations

    1

    h-index

  4. IEEE Computational Intelligence Magazine

    CIM · 1 publications · 191 citations

    1

    h-index

  5. The Journal of Supercomputing

    1 publications · 16 citations

    1

    h-index

1–5