Concepedia

Adaptive Data Processing

Adaptive Data Processing is a data processing paradigm within edge computing that dynamically modifies processing strategies in response to changing data characteristics, resource availability, and Quality of Service requirements to optimize performance, efficiency, and accuracy at the network edge.

170

Publications

6.8K

Citations

522

Authors

254

Institutions

Publications per year

2017–2026

42

Parents

Publications

170

Cognitive networks

Ryan W. Thomas, Luiz A. DaSilva, Allen B. MacKenzie · 2005 · 371 citations

, , +16

Nonlinear Chirp Mode Decomposition: A Variational Method

Shiqian Chen, Xingjian Dong, Zhike Peng et al. · IEEE Transactions on Signal Processing · 2017 · 343 citations

, , +13

Cognitive networks

Ryan W. Thomas, Luiz A. DaSilva, Allen B. MacKenzie · 2005 · 261 citations

, , +16

A self-organizing map for adaptive processing of structured data

Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi · IEEE Transactions on Neural Networks · 2003 · 180 citations

, , +14

ADAPTIVE DATA ANALYSIS OF COMPLEX FLUCTUATIONS IN PHYSIOLOGIC TIME SERIES

Chung‐Kang Peng, Madalena D. Costa, Ary L. Goldberger · Advances in Adaptive Data Analysis · 2008 · 168 citations · Full text

, , +17

1–5 of 170

Authors

522

  1. TS
    Thomas Steinke

    Zuse Institute Berlin, Germany

    4 publications · 195 citations

    4

    h-index

  2. MC
    Michael C. Wicks

    United States Air Force Research Laboratory, United States

    3 publications · 124 citations

    3

    h-index

  3. AS
    Adam Smith

    Pennsylvania State University, United States

    3 publications · 178 citations

    3

    h-index

  4. ZH
    Zishu He

    University of Electronic Science and Technology of China, China

    3 publications · 132 citations

    3

    h-index

  5. JU
    Jonathan Ullman

    Harvard University, United States

    3 publications · 178 citations

    3

    h-index

1–5 of 522

Institutions

254

  1. Syracuse University

    Syracuse, United States

    6 h-index

    10 publications

    361 citations

  2. United States Air Force Research Laboratory

    Wright-Patterson AFB, United States

    6 h-index

    14 publications

    491 citations

  3. MIT Lincoln Laboratory

    Lexington, United States

    4 h-index

    5 publications

    242 citations

  4. Tsinghua University

    Beijing, China

    4 h-index

    10 publications

    196 citations

  5. National University of Defense Technology

    Changsha, China

    4 h-index

    13 publications

    656 citations

  6. University of Wollongong

    Wollongong, Australia

    4 h-index

    5 publications

    459 citations

  7. Harvard University Press

    Cambridge, United States

    4 h-index

    7 publications

    296 citations

  8. University of Electronic Science and Technology of China

    Chengdu, China

    4 h-index

    11 publications

    535 citations

1–8 of 254

Venues

  1. IEEE Transactions on Signal Processing

    10 publications · 872 citations

    10

    h-index

  2. 7

    h-index

  3. IEEE Geoscience and Remote Sensing Letters

    GRSL · 6 publications · 266 citations

    6

    h-index

  4. arXiv (Cornell University)

    Repository · 5 publications · 155 citations

    5

    h-index

  5. Sensors

    4 publications · 100 citations

    4

    h-index

1–5