Concepedia

Automated Induction

Automated Induction is a computational method within automated reasoning that derives general rules or hypotheses from specific instances through systematic inference, distinguished by its reliance on algorithmic synthesis of inductive conclusions from empirical or formal data.

123

Publications

8.5K

Citations

198

Authors

108

Institutions

Publications per year

2017–2026

9

Parents

Publications

123

An analysis of Bayesian classifiers

Pat Langley, and Wayne Iba, Kevin Thompson · 1992 · 1.1K citations

, , +16

Efficient Induction of Logic Programs

Stephen Muggleton, Cheng Feng · 1990 · 657 citations

, , +10

Wrapper induction: Efficiency and expressiveness

Nicholas Kushmerick · Artificial Intelligence · 2000 · 558 citations

, , +7

Data-driven discovery of quantitative rules in relational databases

Ji Han, Yin Cai, N. Cercone · IEEE Transactions on Knowledge and Data Engineering · 1993 · 383 citations

, , +16

Shift of bias for inductive concept learning

Paul E. Utgoff · 1984 · 289 citations

, , +12

1–5 of 123

Authors

198

  1. RS
    Ryszard S. Michalski

    George Mason University, United States

    8 publications · 484 citations

    8

    h-index

  2. AB
    Adel Bouhoula

    University of Carthage, Tunisia

    4 publications · 144 citations

    4

    h-index

  3. DP
    David Perry Greene

    Carnegie Mellon University, United States

    4 publications · 277 citations

    4

    h-index

  4. EK
    Emmanuel Kounalis

    Laboratoire de Recherche en Informatique, France

    3 publications · 188 citations

    3

    h-index

  5. DK
    Deepak Kapur

    University of New Mexico, United States

    3 publications · 108 citations

    3

    h-index

1–5 of 198

Institutions

108

  1. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    13 publications

    701 citations

  2. KU Leuven

    Leuven, Belgium

    4 h-index

    6 publications

    142 citations

  3. Institut national de recherche en sciences et technologies du numérique

    Le Chesnay-Rocquencourt, France

    4 h-index

    8 publications

    222 citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    4 h-index

    7 publications

    626 citations

  5. University of Edinburgh

    Edinburgh, United Kingdom

    4 h-index

    7 publications

    518 citations

  6. École Normale Supérieure - PSL

    Paris, France

    3 h-index

    3 publications

    78 citations

  7. Université Paris-Sud

    Orsay, France

    3 h-index

    4 publications

    273 citations

  8. University of California, Irvine

    Irvine, United States

    3 h-index

    3 publications

    351 citations

1–8 of 108

Venues

  1. Machine Learning

    5 publications · 627 citations

    5

    h-index

  2. Journal of Automated Reasoning

    4 publications · 197 citations

    4

    h-index

  3. International Joint Conference on Artificial Intelligence

    Conference · 4 publications · 224 citations

    4

    h-index

  4. Journal of Symbolic Computation

    3 publications · 109 citations

    3

    h-index

  5. George Mason University

    Repository · 3 publications · 45 citations

    3

    h-index

1–5