Concepedia

Approximate Frequent Pattern Mining

Approximate Frequent Pattern Mining is a method in data mining that identifies frequent patterns under relaxed support constraints, allowing for the discovery of itemsets that approximately satisfy minimum frequency thresholds amidst noise or data incompleteness.

67

Publications

3.5K

Citations

163

Authors

77

Institutions

Publications per year

2017–2026

11

Parents

Publications

67

New algorithms for fast discovery of association rules

Mohammed J. Zaki, Srinivasan Parthasarathy, Mitsunori Ogihara et al. · 1997 · 1.1K citations

, , +12

An integrated efficient solution for computing frequent and top- <i>k</i> elements in data streams

Ahmed Metwally, Divyakant Agrawal, Amr El Abbadi · ACM Transactions on Database Systems · 2006 · 174 citations

, , +15

Mining Frequent Subgraph Patterns from Uncertain Graph Data

Zhaonian Zou, Jianzhong Li, Hong Gao et al. · IEEE Transactions on Knowledge and Data Engineering · 2010 · 155 citations

, , +15

Approximating a collection of frequent sets

Foto Afrati, Aristides Gionis, Heikki Mannila · 2004 · 141 citations · Full text

, , +9

A simpler and more efficient deterministic scheme for finding frequent items over sliding windows

Lap–Kei Lee, Hing‐Fung Ting · 2006 · 113 citations

, , +12

1–5 of 67

Authors

163

  1. UY
    Unil Yun

    Sejong University, South Korea

    4 publications · 141 citations

    4

    h-index

  2. WW
    Wei Wang

    University of California, Los Angeles, United States

    3 publications · 109 citations

    3

    h-index

  3. SO
    Salvatore Orlando

    Ca' Foscari University of Venice, Italy

    3 publications · 96 citations

    3

    h-index

  4. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    2 publications · 71 citations

    2

    h-index

  5. AF
    Avrilia Floratou

    University of Wisconsin–Madison, United States

    2 publications · 69 citations

    2

    h-index

1–5 of 163

Institutions

77

  1. University of Wisconsin–Madison

    Madison, United States

    3 h-index

    5 publications

    205 citations

  2. Ca' Foscari University of Venice

    Venice, Italy

    3 h-index

    5 publications

    135 citations

  3. Sejong University

    Seoul, South Korea

    3 h-index

    9 publications

    306 citations

  4. IBM (United States)

    Armonk, United States

    3 h-index

    4 publications

    217 citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    8 publications

    455 citations

  6. Harbin Institute of Technology

    Harbin, China

    2 h-index

    8 publications

    848 citations

  7. Institute of Computing Technology

    Beijing, China

    2 h-index

    2 publications

    24 citations

  8. University of Technology Sydney

    Sydney, Australia

    2 h-index

    3 publications

    51 citations

1–8 of 77

Venues

  1. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 6 publications · 378 citations

    6

    h-index

  2. Expert Systems with Applications

    3 publications · 52 citations

    3

    h-index

  3. Knowledge-Based Systems

    2 publications · 94 citations

    2

    h-index

  4. Fundamenta Informaticae

    2 publications · 29 citations

    2

    h-index

  5. 2

    h-index

1–5