Concepedia

High-utility Sequential Pattern Mining

High-Utility Sequential Pattern Mining is a data mining methodology that identifies sequences of events or items with significantly high utility values, where utility reflects user-defined measures such as profit, importance, or weight, thereby extending traditional sequential pattern mining by incorporating quantitative utility information to discover more meaningful and valuable patterns.

81

Publications

4.2K

Citations

178

Authors

105

Institutions

Publications per year

2017–2026

55

Parents

Publications

81

Isolated items discarding strategy for discovering high utility itemsets

Yu-Chiang Li, Jieh-Shan Yeh, Chin‐Chen Chang · Data & Knowledge Engineering · 2007 · 270 citations

, , +4

USpan

Junfu Yin, Zhigang Zheng, Longbing Cao · 2012 · 251 citations

, , +9

An effective tree structure for mining high utility itemsets

Jerry Chun‐Wei Lin, Tzung‐Pei Hong, Wen‐Hsiang Lu · Expert Systems with Applications · 2010 · 240 citations

, , +7

A Novel Approach for Mining High-Utility Sequential Patterns in Sequence Databases

Chowdhury Farhan Ahmed · ETRI Journal · 2010 · 151 citations

, , +8

On efficiently mining high utility sequential patterns

Jun-Zhe Wang, Jiun‐Long Huang, Yi‐Cheng Chen · Knowledge and Information Systems · 2016 · 129 citations

, , +8

1–5 of 81

Authors

178

  1. JC
    Jerry Chun‐Wei Lin

    Western Norway University of Applied Sciences, Norway

    17 publications · 1.1K citations

    16

    h-index

  2. PF
    Philippe Fournier‐Viger

    Harbin Institute of Technology, China

    15 publications · 925 citations

    15

    h-index

  3. WG
    Wensheng Gan

    Jinan University, China

    9 publications · 349 citations

    8

    h-index

  4. BL
    Bac Le

    Ho Chi Minh City University of Science, Vietnam

    8 publications · 198 citations

    8

    h-index

  5. AA
    Aijun An

    York University, Canada

    6 publications · 172 citations

    6

    h-index

1–5 of 178

Institutions

105

  1. Harbin Institute of Technology

    Harbin, China

    20 h-index

    46 publications

    2.1K citations

  2. Western Norway University of Applied Sciences

    Bergen, Norway

    11 h-index

    11 publications

    483 citations

  3. Vietnam National University Ho Chi Minh City

    Ho Chi Minh City, Vietnam

    9 h-index

    12 publications

    370 citations

  4. Shenzhen Institute of Information Technology

    Shenzhen, China

    9 h-index

    13 publications

    721 citations

  5. Jinan University

    Guangzhou, China

    8 h-index

    11 publications

    421 citations

  6. Ho Chi Minh City University of Science

    Ho Chi Minh City, Vietnam

    7 h-index

    10 publications

    254 citations

  7. National Yang Ming Chiao Tung University

    Hsinchu, Taiwan

    6 h-index

    11 publications

    534 citations

  8. University of Illinois Chicago

    Chicago, United States

    6 h-index

    6 publications

    219 citations

1–8 of 105

Venues

  1. Expert Systems with Applications

    13 publications · 950 citations

    12

    h-index

  2. Information Sciences

    9 publications · 359 citations

    9

    h-index

  3. Applied Intelligence

    9 publications · 392 citations

    9

    h-index

  4. Knowledge-Based Systems

    7 publications · 294 citations

    7

    h-index

  5. ACM Transactions on Knowledge Discovery from Data

    TKDD · 3 publications · 68 citations

    3

    h-index

1–5