Concepedia

Temporal Data Abstraction

Temporal Data Abstraction is a methodological framework that systematically reduces the complexity of time-varying datasets by identifying and representing higher-level temporal patterns, events, or states through the elimination of redundant or less significant temporal details, thereby enabling more effective analysis and visualization of dynamic phenomena.

106

Publications

8.1K

Citations

226

Authors

110

Institutions

Publications per year

2017–2026

17

Parents

Publications

106

Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning

Richard S. Sutton, Doina Precup, Satinder Singh · Artificial Intelligence · 1999 · 3.1K citations

, , +15

Model-based Reinforcement Learning: A Survey

Thomas M. Moerland, Joost Broekens, Aske Plaat et al. · Foundations and Trends® in Machine Learning · 2023 · 485 citations · Full text

, , +15

Knowledge-based temporal abstraction in clinical domains

Yuval Shaḥar, Mark A. Musen · Artificial Intelligence in Medicine · 1996 · 315 citations

, , +17

Visual Methods for Analyzing Time-Oriented Data

Wolfgang Aigner, Silvia Miksch, Wolfgang Müller et al. · IEEE Transactions on Visualization and Computer Graphics · 2007 · 287 citations

, , +8

Incremental deployment and migration of geo-distributed situation awareness applications in the fog

Enrique Saurez, Kirak Hong, Dave Lillethun et al. · 2016 · 181 citations · Full text

, , +15

1–5 of 106

Authors

226

  1. YS
    Yuval Shaḥar

    Ben-Gurion University of the Negev, Israel

    21 publications · 994 citations

    16

    h-index

  2. RB
    Riccardo Bellazzi

    University of Pavia, Italy

    9 publications · 425 citations

    9

    h-index

  3. MA
    Mark A. Musen

    Stanford University, United States

    8 publications · 440 citations

    8

    h-index

  4. LS
    Lucia Sacchi

    University of Pavia, Italy

    6 publications · 313 citations

    6

    h-index

  5. SM
    Silvia Miksch

    TU Wien, Austria

    6 publications · 473 citations

    6

    h-index

1–5 of 226

Institutions

110

  1. Stanford University

    Stanford, United States

    12 h-index

    17 publications

    1.1K citations

  2. Ben-Gurion University of the Negev

    Beersheba, Israel

    10 h-index

    20 publications

    1K citations

  3. University of Pavia

    Pavia, Italy

    10 h-index

    22 publications

    1.1K citations

  4. TU Wien

    Vienna, Austria

    4 h-index

    11 publications

    315 citations

  5. Università degli Studi del Piemonte Orientale “Amedeo Avogadro”

    Vercelli, Italy

    4 h-index

    12 publications

    166 citations

  6. University of Massachusetts Amherst

    Amherst Center, United States

    3 h-index

    5 publications

    3.3K citations

  7. University of Rostock

    Rostock, Germany

    3 h-index

    7 publications

    671 citations

  8. University of California, Berkeley

    Berkeley, United States

    3 h-index

    6 publications

    190 citations

1–8 of 110

Venues

  1. PubMed

    Repository · 14 publications · 351 citations

    11

    h-index

  2. arXiv (Cornell University)

    Repository · 7 publications · 171 citations

    7

    h-index

  3. Artificial Intelligence in Medicine

    AIM · 5 publications · 554 citations

    5

    h-index

  4. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 4 publications · 543 citations

    4

    h-index

  5. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 3 publications · 116 citations

    3

    h-index

1–5