Concepedia

Diagnostic Problem Representation

Diagnostic Problem Representation is a type of problem representation in which the defining characteristic is the identification and structuring of a problem space to reveal underlying causes or mechanisms of a given phenomenon, distinguished from other forms of problem representation by its focus on causal diagnosis rather than prediction, classification, or optimization.

106

Publications

5.1K

Citations

237

Authors

125

Institutions

Publications per year

2017–2026

9

Parents

Publications

106

Fault trees: Sensitivity of estimated failure probabilities to problem representation.

Baruch Fischhoff, Paul Slovic, Sarah Lichtenstein · Journal of Experimental Psychology Human Perception & Performance · 1978 · 718 citations

, , +12

The use of design descriptions in automated diagnosis

Michael Genesereth · Artificial Intelligence · 1984 · 539 citations

, , +12

Deep versus compiled knowledge approaches to diagnostic problem-solving

Bharath Chandrasekaran, Sanjay Mittal · International Journal of Man-Machine Studies · 1983 · 196 citations

, , +14

Classification problem solving

William J. Clancey · Defense Technical Information Center (DTIC) · 1984 · 174 citations

, , +12

Deep versus compiled knowledge approaches to diagnostic problem-solving

Bharath Chandrasekaran, Sanjay Mittal · International Journal of Human-Computer Studies · 1999 · 165 citations

, , +14

1–5 of 106

Authors

237

  1. JA
    James A. Reggia

    University of Maryland, College Park, United States

    4 publications · 331 citations

    4

    h-index

  2. BC
    Bharath Chandrasekaran

    The University of Texas at Austin, United States

    4 publications · 426 citations

    4

    h-index

  3. SM
    Sanjay Mittal

    The Ohio State University, United States

    3 publications · 384 citations

    3

    h-index

  4. YP
    Yun Peng

    Massachusetts General Hospital, United States

    2 publications · 154 citations

    2

    h-index

  5. SA
    Sheila A. McIlraith

    University of Toronto, Canada

    2 publications · 139 citations

    2

    h-index

1–5 of 237

Institutions

125

  1. The Ohio State University

    Columbus, United States

    5 h-index

    11 publications

    983 citations

  2. University of Maryland, College Park

    College Park, United States

    3 h-index

    5 publications

    509 citations

  3. University of Turin

    Turin, Italy

    3 h-index

    6 publications

    269 citations

  4. New York University

    New York, United States

    3 h-index

    7 publications

    149 citations

  5. University of Connecticut

    Storrs, United States

    2 h-index

    3 publications

    84 citations

  6. National Technical University of Athens

    Athens, Greece

    2 h-index

    5 publications

    57 citations

  7. Australian National University

    Canberra, Australia

    2 h-index

    4 publications

    78 citations

  8. Centre National de la Recherche Scientifique

    Paris, France

    2 h-index

    7 publications

    113 citations

1–8 of 125

Venues

  1. PubMed

    Repository · 7 publications · 212 citations

    7

    h-index

  2. International Journal of Intelligent Systems

    4 publications · 143 citations

    4

    h-index

  3. 4

    h-index

  4. Applied Artificial Intelligence

    AAI · 3 publications · 79 citations

    3

    h-index

  5. Academic Medicine

    2 publications · 83 citations

    2

    h-index

1–5