Concepedia

Constraint-based Sequence Mining

Constraint-Based Sequence Mining is a methodological framework within sequence mining that incorporates user-defined constraints to guide the discovery of sequential patterns, distinguishing itself by pruning the search space through syntactic, semantic, or domain-specific conditions imposed on the patterns of interest.

38

Publications

1.9K

Citations

99

Authors

66

Institutions

Publications per year

2017–2026

10

Parents

Publications

38

Sequence mining in categorical domains

Mohammed J. Zaki · 2000 · 250 citations · Full text

, , +9

Constraint-based sequential pattern mining: the pattern-growth methods

Jian Pei, Jiawei Han, Wei Wang · Journal of Intelligent Information Systems · 2007 · 233 citations

, , +11

Mining Minimal Distinguishing Subsequence Patterns with Gap Constraints

Xiaonan Ji, James Bailey, Guozhu Dong · 2006 · 147 citations

, , +13

The constrained longest common subsequence problem

Yin-Te Tsai · Information Processing Letters · 2003 · 139 citations

, , +11

Metrics of sequence constraint overlook regulatory sequences in an exhaustive analysis at <i>phox2b</i>

David McGaughey, Ryan M. Vinton, Jimmy Huynh et al. · Genome Research · 2007 · 119 citations · Full text

, , +17

1–5 of 38

Authors

99

  1. JB
    James Bailey

    The University of Melbourne, Australia

    2 publications · 242 citations

    2

    h-index

  2. QL
    Qing Li

    City University of Hong Kong, Hong Kong SAR China

    2 publications · 59 citations

    2

    h-index

  3. SD
    Sebastian Deorowicz

    Silesian University of Technology, Poland

    2 publications · 35 citations

    2

    h-index

  4. XJ
    Xiaonan Ji

    The University of Melbourne, Australia

    2 publications · 242 citations

    2

    h-index

  5. GD
    Guozhu Dong

    Wright State University, United States

    2 publications · 242 citations

    2

    h-index

1–5 of 99

Institutions

66

  1. KU Leuven

    Leuven, Belgium

    3 h-index

    5 publications

    112 citations

  2. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    8 publications

    124 citations

  3. Silesian University of Technology

    Gliwice, Poland

    2 h-index

    2 publications

    35 citations

  4. Wright State University

    Dayton, United States

    2 h-index

    2 publications

    242 citations

  5. Laboratoire d'Informatique en Images et Systèmes d'Information

    Villeurbanne, France

    2 h-index

    4 publications

    74 citations

  6. Ho Chi Minh City University of Technology

    Ho Chi Minh City, Vietnam

    2 h-index

    3 publications

    111 citations

  7. GREYC

    Caen, France

    2 h-index

    6 publications

    120 citations

  8. Vellore Institute of Technology University

    Vellore, India

    2 h-index

    4 publications

    118 citations

1–8 of 66

Venues

  1. Applied Intelligence

    4 publications · 76 citations

    4

    h-index

  2. Constraints

    2 publications · 42 citations

    2

    h-index

  3. Information Processing Letters

    2 publications · 176 citations

    2

    h-index

  4. Knowledge and Information Systems

    2 publications · 140 citations

    2

    h-index

  5. arXiv (Cornell University)

    Repository · 2 publications · 29 citations

    2

    h-index

1–5