Concepedia

Incremental Data Mining

Incremental Data Mining is a data mining paradigm that belongs to the class of scalable data mining techniques, distinguished by its ability to update models or mine patterns efficiently from newly arriving data without reprocessing the entire dataset from scratch.

282

Publications

16.5K

Citations

694

Authors

302

Institutions

Publications per year

2017–2026

61

Parents

Publications

282

Mining time-changing data streams

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

, , +10

Data Mining Concepts and Techniques Third Edition

Jiawei Han, Micheline Kamber, Jian Pei · 2021 · 1.2K citations

, , +14

Maintenance of discovered association rules in large databases: an incremental updating technique

David W. Cheung, Jiawei Han, Vincent Ng · 2002 · 805 citations

, , +13

Incremental Induction of Decision Trees

Paul E. Utgoff · Machine Learning · 1989 · 796 citations · Full text

, , +8

Proceedings 2002 IEEE International Conference on Data Mining. ICDM 2002

2002 · 726 citations

, , +17

1–5 of 282

Authors

694

  1. TH
    Tzung‐Pei Hong

    National University of Kaohsiung, Taiwan

    14 publications · 631 citations

    13

    h-index

  2. JC
    Jerry Chun‐Wei Lin

    Western Norway University of Applied Sciences, Norway

    13 publications · 539 citations

    13

    h-index

  3. UY
    Unil Yun

    Sejong University, South Korea

    12 publications · 438 citations

    11

    h-index

  4. BV
    Bay Vo

    Ho Chi Minh City University of Technology, Vietnam

    6 publications · 127 citations

    6

    h-index

  5. MC
    Ming-Syan Chen⋆

    National Taiwan University, Taiwan

    5 publications · 373 citations

    5

    h-index

1–5 of 694

Institutions

302

  1. Sejong University

    Seoul, South Korea

    12 h-index

    50 publications

    1.6K citations

  2. National University of Kaohsiung

    Kaohsiung City, Taiwan

    12 h-index

    17 publications

    690 citations

  3. National Yang Ming Chiao Tung University

    Hsinchu, Taiwan

    8 h-index

    15 publications

    679 citations

  4. National Taiwan University

    Taipei, Taiwan

    7 h-index

    15 publications

    1K citations

  5. Ho Chi Minh City University of Technology

    Ho Chi Minh City, Vietnam

    7 h-index

    9 publications

    186 citations

  6. Nanjing University

    Nanjing, China

    7 h-index

    20 publications

    856 citations

  7. National Sun Yat-sen University

    Kaohsiung City, Taiwan

    7 h-index

    8 publications

    352 citations

  8. Harbin Institute of Technology

    Harbin, China

    6 h-index

    8 publications

    247 citations

1–8 of 302

Venues

  1. Expert Systems with Applications

    9 publications · 460 citations

    9

    h-index

  2. Knowledge-Based Systems

    9 publications · 274 citations

    8

    h-index

  3. arXiv (Cornell University)

    Repository · 7 publications · 181 citations

    7

    h-index

  4. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 7 publications · 1K citations

    7

    h-index

  5. Applied Intelligence

    7 publications · 233 citations

    7

    h-index

1–5