Concepedia

Temporal Rule Mining

Temporal Rule Mining is a data mining technique that discovers temporal associations and recurring patterns in time-stamped data by identifying rules that characterize the sequential or timed relationships among events, thereby distinguishing itself from atemporal rule mining methods through its explicit incorporation of time constraints and temporal ordering.

69

Publications

3.4K

Citations

224

Authors

110

Institutions

Publications per year

2017–2026

11

Parents

Publications

69

Rule discovery from time series

Gautam Das, King-Ip Lin, Heikki Mannila et al. · 1998 · 628 citations

, , +17

HeidelTime: High Quality Rule-Based Extraction and Normalization of Temporal Expressions

Jannik Strötgen, Michael Gertz · 2010 · 300 citations

, , +17

An approach to discovering temporal association rules

Juan M. Ale, Gustavo Rossi · 2000 · 225 citations · Full text

, , +15

Discovering calendar-based temporal association rules

Yingjiu Li, Peng Ning, X. Sean Wang et al. · Data & Knowledge Engineering · 2002 · 189 citations · Full text

, , +13

Data mining with Temporal Abstractions: learning rules from time series

Lucia Sacchi, Cristiana Larizza, Carlo Combi et al. · Data Mining and Knowledge Discovery · 2007 · 145 citations

, , +10

1–5 of 69

Authors

224

  1. LS
    Lucia Sacchi

    University of Pavia, Italy

    4 publications · 215 citations

    4

    h-index

  2. RB
    Riccardo Bellazzi

    University of Pavia, Italy

    4 publications · 215 citations

    4

    h-index

  3. MC
    Ming-Syan Chen⋆

    National Taiwan University, Taiwan

    3 publications · 212 citations

    3

    h-index

  4. DL
    David Lo

    Singapore Management University, Singapore

    3 publications · 93 citations

    3

    h-index

  5. SJ
    Sushil Jajodia

    George Mason University, United States

    2 publications · 307 citations

    2

    h-index

1–5 of 224

Institutions

110

  1. University of Pavia

    Pavia, Italy

    4 h-index

    7 publications

    545 citations

  2. National University of Singapore

    Singapore, Singapore

    3 h-index

    5 publications

    232 citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    3 h-index

    7 publications

    100 citations

  4. Singapore Management University

    Singapore, Singapore

    3 h-index

    3 publications

    93 citations

  5. National Sun Yat-sen University

    Kaohsiung City, Taiwan

    3 h-index

    6 publications

    162 citations

  6. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    2 h-index

    4 publications

    101 citations

  7. Chungbuk National University

    Cheongju-si, South Korea

    2 h-index

    7 publications

    137 citations

  8. National University of Kaohsiung

    Kaohsiung City, Taiwan

    2 h-index

    3 publications

    67 citations

1–8 of 110

Venues

  1. Applied Soft Computing

    2 publications · 85 citations

    2

    h-index

  2. PubMed

    Repository · 2 publications · 28 citations

    2

    h-index

  3. Proceedings of the VLDB Endowment

    PVLDB · 2 publications · 70 citations

    2

    h-index

  4. Knowledge-Based Systems

    2 publications · 56 citations

    2

    h-index

  5. Data & Knowledge Engineering

    DKE · 2 publications · 277 citations

    2

    h-index

1–5