Concepedia

Streaming Data Mining

Streaming Data Mining is a methodological framework within scalable and temporal data mining that enables the continuous, real-time analysis of high-volume, time-ordered data sequences by processing each element exactly once or within strict latency constraints, thereby distinguishing it from batch or static data mining approaches.

948

Publications

99K

Citations

2K

Authors

743

Institutions

Publications per year

2017–2026

258

Parents

Publications

948

Data mining: concepts and techniques

Jiawei Han, Micheline Kamber · Choice Reviews Online · 2012 · 28.9K citations

, , +9

Top 10 algorithms in data mining

Xindong Wu, Vipin Kumar, J. R. Quinlan et al. · Knowledge and Information Systems · 2007 · 5.7K citations

, , +13

Mining high-speed data streams

Pedro Domingos, Geoff Hulten · 2000 · 2.2K citations · Full text

, , +9

A symbolic representation of time series, with implications for streaming algorithms

Jessica Lin, Eamonn Keogh, Stefano Lonardi et al. · 2003 · 1.8K citations

, , +9

Mining time-changing data streams

Geoff Hulten, Laurie Spencer, Pedro Domingos · 2001 · 1.8K citations

, , +10

1–5 of 948

Authors

2K

  1. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    26 publications · 9.6K citations

    24

    h-index

  2. AB
    Albert Bifet

    University of Waikato, New Zealand

    28 publications · 5.4K citations

    22

    h-index

  3. XW
    Xindong Wu

    Hefei University of Technology, China

    22 publications · 6.7K citations

    19

    h-index

  4. JG
    João Gama

    Universidade do Porto, Portugal

    24 publications · 1.8K citations

    19

    h-index

  5. MM
    Mohamed Medhat Gaber

    Birmingham City University, United Kingdom

    20 publications · 1.6K citations

    18

    h-index

1–5 of 2K

Institutions

743

  1. IBM (United States)

    Armonk, United States

    23 h-index

    52 publications

    15.1K citations

  2. Universidade do Porto

    Porto, Portugal

    18 h-index

    28 publications

    1.6K citations

  3. National Yang Ming Chiao Tung University

    Hsinchu, Taiwan

    16 h-index

    51 publications

    2.1K citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    14 h-index

    30 publications

    33K citations

  5. Hefei University of Technology

    Hefei, China

    14 h-index

    37 publications

    1.9K citations

  6. Monash University

    Melbourne, Australia

    14 h-index

    30 publications

    3.9K citations

  7. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    14 h-index

    30 publications

    2.5K citations

  8. Częstochowa University of Technology

    Częstochowa, Poland

    13 h-index

    45 publications

    4.3K citations

1–8 of 743

Venues

  1. Information Sciences

    34 publications · 2.1K citations

    26

    h-index

  2. Expert Systems with Applications

    42 publications · 2.2K citations

    26

    h-index

  3. Knowledge and Information Systems

    28 publications · 7.3K citations

    21

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 17 publications · 1.6K citations

    17

    h-index

  5. Intelligent Data Analysis

    IDA · 17 publications · 646 citations

    15

    h-index

1–5