Concepedia

Machine Induction

Machine Induction is a computational framework within inductive reasoning that systematically derives generalizable models or rules from specific data instances through algorithmic learning processes.

89

Publications

3.8K

Citations

247

Authors

118

Institutions

Publications per year

2017–2026

14

Parents

Publications

89

Knowledge Discovery in Databases: An Attribute-Oriented Approach

Jiawei Han, Yandong Cai, Nick Cercone · 1992 · 388 citations

, , +16

Sensorless field orientation control of an induction machine by high frequency signal injection

Jung-Ik Ha, Seung‐Ki Sul · 1997 · 309 citations

, , +16

A case study of incremental concept induction

Jeffrey C. Schlimmer, Douglas Fisher · National Conference on Artificial Intelligence · 1986 · 296 citations

, , +7

Database dependency discovery: a machine learning approach

Peter Flach, Iztok Savnik · Bristol Research (University of Bristol) · 1999 · 171 citations

, , +14

Tree Induction Vs. Logistic Regression: a Learning-Curve Analysis

Claudia Perlich, Foster Provost, Jeffrey S. Simonoff · The Faculty Digital Archive (New York University) · 2001 · 145 citations · Full text

, , +9

1–5 of 89

Authors

247

  1. TL
    T.Α. Lipo

    University of Wisconsin–Madison, United States

    3 publications · 96 citations

    3

    h-index

  2. RG
    Ronald G. Harley

    Georgia Institute of Technology, United States

    3 publications · 84 citations

    3

    h-index

  3. LD
    Luc De Raedt

    KU Leuven, Belgium

    2 publications · 77 citations

    2

    h-index

  4. RS
    Ryszard S. Michalski

    George Mason University, United States

    2 publications · 38 citations

    2

    h-index

  5. AB
    Andreas Binder

    Technische Universität Darmstadt, Germany

    2 publications · 69 citations

    2

    h-index

1–5 of 247

Institutions

118

  1. University of Wisconsin–Madison

    Madison, United States

    5 h-index

    13 publications

    328 citations

  2. ABB (Sweden)

    Västerås, Sweden

    2 h-index

    4 publications

    58 citations

  3. Technical University of Malaysia Malacca

    Malacca, Malaysia

    2 h-index

    2 publications

    38 citations

  4. University of Technology Malaysia

    Johor Bahru, Malaysia

    2 h-index

    7 publications

    133 citations

  5. Ford Motor Company (United States)

    Dearborn, United States

    2 h-index

    2 publications

    118 citations

  6. Simon Fraser University

    Burnaby, Canada

    2 h-index

    4 publications

    206 citations

  7. University of Akron

    Akron, United States

    2 h-index

    6 publications

    807 citations

  8. Indian Institute of Science Bangalore

    Bengaluru, India

    2 h-index

    5 publications

    233 citations

1–8 of 118

Venues

  1. IEEE Transactions on Industry Applications

    6 publications · 300 citations

    6

    h-index

  2. 3

    h-index

  3. IEEE Transactions on Industrial Electronics

    3 publications · 83 citations

    3

    h-index

  4. IET Electric Power Applications

    3 publications · 59 citations

    3

    h-index

  5. IEEE Transactions on Magnetics

    3 publications · 64 citations

    3

    h-index

1–5