Concepedia

Symbolic Classification

Symbolic Classification is a machine learning task within symbolic systems that involves assigning input data to predefined categories based on symbolic representations and syntactic or semantic patterns derived through symbolic reasoning or genetic programming.

124

Publications

6.8K

Citations

316

Authors

144

Institutions

Publications per year

2017–2026

23

Parents

Publications

124

A Weighted Nearest Neighbor Algorithm for Learning with Symbolic Features

Scott Cost, Steven L. Salzberg · Machine Learning · 1993 · 663 citations · Full text

, , +13

Classification as Culture: Types and Trajectories of Music Genres

Jennifer C. Lena, Richard A. Peterson · American Sociological Review · 2008 · 469 citations

, , +15

A weighted nearest neighbor algorithm for learning with symbolic features

Scott Cost, Steven L. Salzberg · Machine Learning · 1993 · 371 citations · Full text

, , +13

Symbolic and Neural Learning Algorithms: An Experimental Comparison

Jude Shavlik, Raymond J. Mooney, Geoffrey G. Towell · Machine Learning · 1991 · 285 citations · Full text

, , +13

Right and Left: Essays on Dual Symbolic Classification

Kenneth R. Adams, Rodney Needham · Leonardo · 1976 · 236 citations

, , +7

1–5 of 124

Authors

316

  1. GG
    Geoffrey G. Towell

    University of Wisconsin–Madison, United States

    3 publications · 592 citations

    3

    h-index

  2. JS
    Jude Shavlik

    University of Wisconsin–Madison, United States

    3 publications · 592 citations

    3

    h-index

  3. RJ
    Raymond J. Mooney

    The University of Texas at Austin, United States

    3 publications · 592 citations

    3

    h-index

  4. AD
    Adnan Darwiche

    University of California, Los Angeles, United States

    2 publications · 64 citations

    2

    h-index

  5. FE
    Floriana Esposito

    University of Bari Aldo Moro, Italy

    2 publications · 65 citations

    2

    h-index

1–5 of 316

Institutions

144

  1. University of Wisconsin–Madison

    Madison, United States

    6 h-index

    9 publications

    1.2K citations

  2. University of California, Irvine

    Irvine, United States

    3 h-index

    6 publications

    543 citations

  3. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    4 publications

    101 citations

  4. The University of Texas at Austin

    Austin, United States

    3 h-index

    4 publications

    708 citations

  5. King's College London

    London, United Kingdom

    3 h-index

    3 publications

    268 citations

  6. University of Mysore

    Mysuru, India

    2 h-index

    5 publications

    96 citations

  7. Universidade Federal de Pernambuco

    Recife, Brazil

    2 h-index

    5 publications

    199 citations

  8. University Hospital Magdeburg

    Magdeburg, Germany

    2 h-index

    2 publications

    36 citations

1–8 of 144

Venues

  1. Machine Learning

    5 publications · 1.5K citations

    5

    h-index

  2. Pattern Recognition Letters

    4 publications · 121 citations

    4

    h-index

  3. Fuzzy Sets and Systems

    3 publications · 81 citations

    3

    h-index

  4. Africa

    3 publications · 76 citations

    3

    h-index

  5. Knowledge-Based Systems

    2 publications · 51 citations

    2

    h-index

1–5