Concepedia

Temporal Causal Reasoning

Temporal Causal Reasoning is a formal framework within temporal reasoning in diagnosis that models cause-effect relationships over time by explicitly representing the temporal dependencies and directional influences between events to infer diagnostic hypotheses.

66

Publications

4.2K

Citations

158

Authors

82

Institutions

Publications per year

2017–2026

16

Parents

Publications

66

A model for reasoning about persistence and causation

Thomas Dean, Keiji Kanazawa · Computational Intelligence · 1989 · 999 citations

, , +15

Michael Tooley, Time, Tense and Causation

Daniel Nolan · Erkenntnis · 1999 · 270 citations

, , +8

Distinguishing Mediational Models and Analyses in Clinical Psychology: Atemporal Associations Do Not Imply Causation

E. Samuel Winer, Daniel Cervone, Jessica Bryant et al. · Journal of Clinical Psychology · 2016 · 260 citations

, , +16

Prediction is deduction but explanation is abduction

Murray Shanahan · International Joint Conference on Artificial Intelligence · 1989 · 246 citations

, , +16

NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions

Junbin Xiao, Xindi Shang, Angela Yao et al. · 2021 · 229 citations

, , +16

1–5 of 66

Authors

158

  1. JM
    José-Luis Molina

    Universidad de Salamanca, Spain

    3 publications · 76 citations

    3

    h-index

  2. GL
    Gordon L. Shaw

    University of California, Irvine, United States

    3 publications · 211 citations

    3

    h-index

  3. SZ
    Santiago Zazo

    Universidad de Salamanca, Spain

    3 publications · 76 citations

    3

    h-index

  4. TM
    Teresa McCormack

    Queen's University Belfast, United Kingdom

    3 publications · 87 citations

    3

    h-index

  5. KK
    Keiji Kanazawa

    Brown University, United States

    3 publications · 1.2K citations

    3

    h-index

1–5 of 158

Institutions

82

  1. Brown University

    Providence, United States

    6 h-index

    9 publications

    2.8K citations

  2. University of California, Irvine

    Irvine, United States

    3 h-index

    6 publications

    451 citations

  3. University College London

    London, United Kingdom

    3 h-index

    5 publications

    276 citations

  4. Irvine University

    Cerritos, United States

    2 h-index

    2 publications

    92 citations

  5. University of Göttingen

    Göttingen, Germany

    2 h-index

    6 publications

    284 citations

  6. Universidad de Salamanca

    Salamanca, Spain

    2 h-index

    5 publications

    156 citations

  7. Arizona State University

    Tempe, United States

    2 h-index

    3 publications

    114 citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    2 h-index

    5 publications

    318 citations

1–8 of 82

Venues

  1. National Conference on Artificial Intelligence

    Conference · 4 publications · 283 citations

    4

    h-index

  2. arXiv (Cornell University)

    Repository · 2 publications · 89 citations

    2

    h-index

  3. Frontiers in Psychology

    2 publications · 65 citations

    2

    h-index

  4. Artificial Intelligence in Medicine

    AIM · 2 publications · 49 citations

    2

    h-index

  5. Journal of Experimental Child Psychology

    JECP · 2 publications · 89 citations

    2

    h-index

1–5