Concepedia

Streaming Data Analysis

Streaming Data Analysis is a method within the field of Interactive Data Analysis that enables continuous processing and real-time interpretation of data streams as they are generated, distinguished by its capacity to handle high-velocity, time-sensitive data without requiring full dataset storage.

214

Publications

12.8K

Citations

661

Authors

282

Institutions

Publications per year

2017–2026

79

Variants

Stream Data Analysis

Parents

Publications

214

Clustering data streams: theory and practice

Suvajyoti Guha, Adam Meyerson, Nita Mishra et al. · IEEE Transactions on Knowledge and Data Engineering · 2003 · 900 citations

, , +17

Mining data streams

Mohamed Medhat Gaber, Arkady Zaslavsky, Shonali Krishnaswamy · ACM SIGMOD Record · 2005 · 887 citations

, , +12

An information statistics approach to data stream and communication complexity

Ziv Bar-Yossef, T. S. Jayram, Ravi Kumar et al. · Journal of Computer and System Sciences · 2004 · 641 citations

, , +14

Streaming-data algorithms for high-quality clustering

Liadan O'Callaghan, Nita Mishra, Adam Meyerson et al. · 2003 · 579 citations

, , +17

A survey on data preprocessing for data stream mining: Current status and future directions

Sergio Ramírez‐Gallego, Bartosz Krawczyk, Salvador García et al. · Neurocomputing · 2017 · 491 citations

, , +16

1–5 of 214

Authors

661

  1. AB
    Albert Bifet

    University of Waikato, New Zealand

    5 publications · 525 citations

    5

    h-index

  2. CF
    Christos Faloutsos

    Carnegie Mellon University, United States

    4 publications · 456 citations

    4

    h-index

  3. SG
    Sudipto Guha

    University of Pennsylvania, United States

    4 publications · 541 citations

    4

    h-index

  4. CC
    Charų C. Aggarwal

    IBM (United States), United States

    4 publications · 342 citations

    4

    h-index

  5. XW
    Xindong Wu

    Hefei University of Technology, China

    4 publications · 192 citations

    4

    h-index

1–5 of 661

Institutions

282

  1. IBM (United States)

    Armonk, United States

    8 h-index

    16 publications

    3.5K citations

  2. AT&T (United States)

    Bedminster, United States

    7 h-index

    14 publications

    3.5K citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    7 publications

    1.5K citations

  4. Politecnico di Milano

    Milan, Italy

    4 h-index

    13 publications

    697 citations

  5. University of Michigan

    Ann Arbor, United States

    4 h-index

    6 publications

    292 citations

  6. Microsoft (United States)

    Redmond, United States

    4 h-index

    16 publications

    308 citations

  7. Philipps University of Marburg

    Marburg, Germany

    4 h-index

    7 publications

    106 citations

  8. Hewlett-Packard (United States)

    Palo Alto, United States

    4 h-index

    10 publications

    1.7K citations

1–8 of 282

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 4 publications · 1.1K citations

    4

    h-index

  2. arXiv (Cornell University)

    Repository · 3 publications · 73 citations

    3

    h-index

  3. Knowledge-Based Systems

    3 publications · 152 citations

    3

    h-index

  4. ACM Transactions on Knowledge Discovery from Data

    TKDD · 3 publications · 303 citations

    3

    h-index

  5. Intelligent Data Analysis

    IDA · 3 publications · 214 citations

    3

    h-index

1–5