Concepedia

Case-based Reasoning

Case-Based Reasoning is a problem-solving paradigm in artificial intelligence that employs past problem-solution experiences, represented as cases, to address new problems through similarity-based retrieval, adaptation, and reuse of previously recorded solutions.

2.1K

Publications

89.2K

Citations

4.2K

Authors

1.4K

Institutions

Publications per year

2017–2026

355

Parents

Publications

2.1K

Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches

Agnar Aamodt, Enric Plaza · AI Communications · 1994 · 5.5K citations

, , +12

Machine learning in geosciences and remote sensing

David J. Lary, Amir H. Alavi, Amir H. Gandomi et al. · Geoscience Frontiers · 2015 · 1.1K citations · Full text

, , +9

An introduction to case-based reasoning

Janet L. Kolodner · Artificial Intelligence Review · 1992 · 1K citations

, , +10

Problem-Based Learning Meets Case-Based Reasoning in the Middle-School Science Classroom: Putting Learning by Design(tm) Into Practice

Janet L. Kolodner, Paul J. Camp, David Crismond et al. · Journal of the Learning Sciences · 2003 · 1K citations

, , +17

Interpretable machine learning: Fundamental principles and 10 grand challenges

Cynthia Rudin, Chaofan Chen, Zhi Chen et al. · Statistics Surveys · 2022 · 844 citations · Full text

, , +16

1–5 of 2.1K

Authors

4.2K

  1. JL
    Janet L. Kolodner

    Georgia Institute of Technology, United States

    19 publications · 4K citations

    17

    h-index

  2. AA
    Agnar Aamodt

    Norwegian University of Science and Technology, Norway

    22 publications · 7.4K citations

    17

    h-index

  3. JM
    Juan M. Corchado

    Universidad de Salamanca, Spain

    21 publications · 1K citations

    16

    h-index

  4. DL
    David Leake

    Indiana University Bloomington, United States

    25 publications · 1.4K citations

    16

    h-index

  5. PC
    Pádraig Cunningham

    University College Dublin, Ireland

    20 publications · 1.1K citations

    15

    h-index

1–5 of 4.2K

Institutions

1.4K

  1. Georgia Institute of Technology

    Atlanta, United States

    27 h-index

    86 publications

    7.1K citations

  2. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    22 h-index

    79 publications

    2.4K citations

  3. Centre National de la Recherche Scientifique

    Paris, France

    20 h-index

    71 publications

    2.6K citations

  4. Korea Advanced Institute of Science and Technology

    Daejeon, South Korea

    19 h-index

    48 publications

    3.4K citations

  5. University of Massachusetts Amherst

    Amherst Center, United States

    17 h-index

    44 publications

    2.4K citations

  6. Artificial Intelligence Research Institute

    Cerdanyola del Vallès, Spain

    17 h-index

    29 publications

    7.3K citations

  7. University of Auckland

    Auckland, New Zealand

    17 h-index

    23 publications

    1.6K citations

  8. Seoul National University

    Seoul, South Korea

    16 h-index

    51 publications

    2.1K citations

1–8 of 1.4K

Venues

  1. Expert Systems with Applications

    119 publications · 6.7K citations

    49

    h-index

  2. Knowledge-Based Systems

    34 publications · 1.9K citations

    22

    h-index

  3. 20

    h-index

  4. Journal of Computing in Civil Engineering

    20 publications · 1.1K citations

    19

    h-index

  5. The Knowledge Engineering Review

    26 publications · 2.1K citations

    18

    h-index

1–5