Concepedia

Decision Networks

Decision Networks is a formal probabilistic graphical model that extends influence diagrams by integrating decision nodes, utility nodes, and chance nodes within a unified Bayesian network framework to represent and solve sequential decision-making problems under uncertainty.

238

Publications

13.1K

Citations

671

Authors

360

Institutions

Publications per year

2017–2026

79

Parents

Publications

238

CP-nets: A Tool for Representing and Reasoning withConditional Ceteris Paribus Preference Statements

Craig Boutilier, Ronen I. Brafman, Carmel Domshlak et al. · Journal of Artificial Intelligence Research · 2004 · 878 citations · Full text

, , +16

Influence Diagrams

Ronald A. Howard, James Matheson · Decision Analysis · 2005 · 820 citations

, , +17

Face recognition/detection by probabilistic decision-based neural network

Shang‐Hung Lin, Sun‐Yuan Kung, Long-Ji Lin · IEEE Transactions on Neural Networks · 1997 · 580 citations

, , +12

A Bayesian Belief Network modelling of organisational factors in risk analysis: A case study in maritime transportation

Paolo Trucco, Enrico Cagno, Fabrizio Ruggeri et al. · Reliability Engineering & System Safety · 2007 · 500 citations

, , +17

Gaussian Influence Diagrams

Ross D. Shachter, C. Robert Kenley · Management Science · 1989 · 316 citations

, , +13

1–5 of 238

Authors

671

  1. NF
    Norman Fenton

    Queen Mary University of London, United Kingdom

    5 publications · 381 citations

    5

    h-index

  2. NB
    Nelly Bencomo

    Aston University, United Kingdom

    4 publications · 113 citations

    4

    h-index

  3. SK
    Sun‐Yuan Kung

    Princeton University, United States

    4 publications · 814 citations

    4

    h-index

  4. RD
    Ross D. Shachter

    Stanford University, United States

    4 publications · 436 citations

    4

    h-index

  5. DL
    David L. Kleinman

    University of Connecticut, United States

    3 publications · 89 citations

    3

    h-index

1–5 of 671

Institutions

360

  1. Stanford University

    Stanford, United States

    6 h-index

    7 publications

    656 citations

  2. Tsinghua University

    Beijing, China

    4 h-index

    12 publications

    345 citations

  3. Princeton University

    Princeton, United States

    4 h-index

    11 publications

    1.7K citations

  4. Pennsylvania State University

    State College, United States

    3 h-index

    4 publications

    129 citations

  5. Ferdowsi University of Mashhad

    Mashhad, Iran

    3 h-index

    7 publications

    183 citations

  6. University of British Columbia

    Vancouver, Canada

    3 h-index

    6 publications

    2K citations

  7. University College London

    London, United Kingdom

    3 h-index

    8 publications

    455 citations

  8. Queen Mary University of London

    London, United Kingdom

    3 h-index

    6 publications

    647 citations

1–8 of 360

Venues

  1. Reliability Engineering & System Safety

    9 publications · 937 citations

    9

    h-index

  2. arXiv (Cornell University)

    Repository · 6 publications · 140 citations

    6

    h-index

  3. Environmental Modelling & Software

    6 publications · 535 citations

    6

    h-index

  4. Expert Systems with Applications

    5 publications · 374 citations

    5

    h-index

  5. Operations Research

    3 publications · 86 citations

    3

    h-index

1–5