Concepedia

Inductive Inference

Inductive Inference is a form of logical reasoning in which general principles or theories are derived from specific observations or instances, distinguished from deductive inference by its movement from particular data to broader generalizations.

805

Publications

62.3K

Citations

1.3K

Authors

524

Institutions

Publications per year

2017–2026

106

Parents

Publications

805

Relational inductive biases, deep learning, and graph networks

arXiv (Cornell University) · 2018 · 2.4K citations · Full text

, , +14

Axiomatic derivation of the principle of maximum entropy and the principle of minimum cross-entropy

John E. Shore, Ryan F. Johnson · IEEE Transactions on Information Theory · 1980 · 1.8K citations · Full text

, , +14

A formal theory of inductive inference. Part II

Ray J. Solomonoff · Information and Control · 1964 · 1.8K citations

, , +12

On the mathematical foundations of learning

Felipe Cucker, Steve Smale · Bulletin of the American Mathematical Society · 2001 · 1.6K citations · Full text

, , +9

Inductive Logic Programming: Theory and methods

Stephen Muggleton, Luc De Raedt · The Journal of Logic Programming · 1994 · 1.6K citations · Full text

, , +10

1–5 of 805

Authors

1.3K

  1. RW
    Rolf Wiehagen

    University of Kaiserslautern, Germany

    8 publications · 324 citations

    8

    h-index

  2. RS
    Ryszard S. Michalski

    George Mason University, United States

    8 publications · 2.4K citations

    8

    h-index

  3. EK
    Efim Kinber

    University of Latvia, Latvia

    8 publications · 198 citations

    8

    h-index

  4. RJ
    Ray J. Solomonoff

    Dalle Molle Institute for Artificial Intelligence Research, Switzerland

    7 publications · 3.2K citations

    7

    h-index

  5. SD
    Sašo Džeroski

    Jožef Stefan Institute, Slovenia

    7 publications · 297 citations

    7

    h-index

1–5 of 1.3K

Institutions

524

  1. University of California, Berkeley

    Berkeley, United States

    14 h-index

    24 publications

    3.7K citations

  2. University of Illinois Urbana-Champaign

    Urbana, United States

    13 h-index

    15 publications

    2.8K citations

  3. University of Pittsburgh

    Pittsburgh, United States

    12 h-index

    14 publications

    801 citations

  4. University of Michigan

    Ann Arbor, United States

    12 h-index

    21 publications

    2.8K citations

  5. UNSW Sydney

    Sydney, Australia

    10 h-index

    18 publications

    513 citations

  6. Massachusetts Institute of Technology

    Cambridge, United States

    9 h-index

    11 publications

    685 citations

  7. University of Oxford

    Oxford, United Kingdom

    9 h-index

    10 publications

    3.5K citations

  8. University of Calgary

    Calgary, Canada

    9 h-index

    12 publications

    390 citations

1–8 of 524

Venues

  1. Philosophy of Science

    27 publications · 1.8K citations

    19

    h-index

  2. arXiv (Cornell University)

    Repository · 14 publications · 2.7K citations

    12

    h-index

  3. 10

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 10 publications · 246 citations

    10

    h-index

  5. Choice Reviews Online

    CRO · 10 publications · 1.6K citations

    10

    h-index

1–5