Concepedia

Data Stream Mining

Data Stream Mining is a computational method that systematically extracts, analyzes, and interprets continuous, real-time flows of user-generated data from social media platforms to identify patterns, behaviors, and trends as they emerge, distinguishing it from batch-oriented data analysis techniques by its emphasis on temporal immediacy and sequential processing.

2.1K

Publications

184K

Citations

5K

Authors

1.5K

Institutions

Publications per year

2017–2026

676

Parents

Publications

2.1K

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

Data mining and knowledge discovery: making sense out of data

U.M. Feyyad · IEEE Expert · 1996 · 4.7K citations

, , +12

From Data Mining to Knowledge Discovery in Databases

1996 · 4.7K citations

, , +10

Learning from imbalanced data: open challenges and future directions

Bartosz Krawczyk · Progress in Artificial Intelligence · 2016 · 2.4K citations · Full text

, , +15

1–5 of 2.1K

Authors

5K

  1. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    37 publications · 10.1K citations

    32

    h-index

  2. AB
    Albert Bifet

    University of Waikato, New Zealand

    34 publications · 6.3K citations

    25

    h-index

  3. MM
    Mohamed Medhat Gaber

    Birmingham City University, United Kingdom

    28 publications · 2K citations

    21

    h-index

  4. JG
    João Gama

    Universidade do Porto, Portugal

    24 publications · 3.1K citations

    20

    h-index

  5. XW
    Xindong Wu

    Hefei University of Technology, China

    24 publications · 6.8K citations

    20

    h-index

1–5 of 5K

Institutions

1.5K

  1. IBM (United States)

    Armonk, United States

    35 h-index

    105 publications

    18.1K citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    25 h-index

    64 publications

    38.6K citations

  3. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    23 h-index

    52 publications

    3.5K citations

  4. Universidade do Porto

    Porto, Portugal

    20 h-index

    35 publications

    4.5K citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    20 h-index

    48 publications

    6.4K citations

  6. Monash University

    Melbourne, Australia

    19 h-index

    49 publications

    4.7K citations

  7. University of Technology Sydney

    Sydney, Australia

    17 h-index

    41 publications

    2.4K citations

  8. University of Illinois Chicago

    Chicago, United States

    17 h-index

    26 publications

    7.3K citations

1–8 of 1.5K

Venues

  1. Expert Systems with Applications

    41 publications · 2.1K citations

    27

    h-index

  2. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 32 publications · 3.6K citations

    27

    h-index

  3. Information Sciences

    36 publications · 2.2K citations

    26

    h-index

  4. Knowledge and Information Systems

    24 publications · 7.2K citations

    20

    h-index

  5. arXiv (Cornell University)

    Repository · 34 publications · 2K citations

    19

    h-index

1–5