Concepedia

Similarity-based Classification

Similarity-Based Classification is a taxonomic classification method that groups entities based on their pairwise similarities, distinguished from other classification approaches by its reliance on measurable similarity metrics rather than predefined categorical hierarchies or evolutionary relationships.

272

Publications

16.4K

Citations

662

Authors

324

Institutions

Publications per year

2017–2026

84

Parents

Publications

272

The Application of Computers to Taxonomy

P. H. A. Sneath · Microbiology · 1957 · 941 citations

, , +17

A Survey of Binary Similarity and Distance Measures

Seung-Seok Choi, Sung-Hyuk Cha · 2010 · 842 citations · Full text

, , +12

Choice, similarity, and the context theory of classification.

Robert M. Nosofsky · Journal of Experimental Psychology Learning Memory and Cognition · 1984 · 668 citations

, , +8

Race as a visual feature: Using visual search and perceptual discrimination tasks to understand face categories and the cross-race recognition deficit.

Daniel T. Levin · Journal of Experimental Psychology General · 2000 · 542 citations

, , +17

Computer Programs for Hierarchical Polythetic Classification ("Similarity Analyses")

G. N. Lance, W. T. Williams · The Computer Journal · 1966 · 403 citations

, , +10

1–5 of 272

Authors

662

  1. PL
    Pasi Luukka

    Lappeenranta-Lahti University of Technology, Finland

    7 publications · 269 citations

    7

    h-index

  2. RM
    Robert M. Nosofsky

    Indiana University Bloomington, United States

    5 publications · 1.3K citations

    5

    h-index

  3. MR
    Maya R. Gupta

    University of Washington, United States

    4 publications · 363 citations

    4

    h-index

  4. WD
    Włodzisław Duch

    Nicolaus Copernicus University, Poland

    3 publications · 94 citations

    3

    h-index

  5. SP
    Surapati Pramanik

    Jadavpur University, India

    3 publications · 129 citations

    3

    h-index

1–5 of 662

Institutions

324

  1. Lappeenranta-Lahti University of Technology

    Lappeenranta, Finland

    8 h-index

    13 publications

    461 citations

  2. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    11 publications

    338 citations

  3. Cornell University

    Ithaca, United States

    4 h-index

    7 publications

    290 citations

  4. University of Washington

    Seattle, United States

    4 h-index

    8 publications

    995 citations

  5. Tel Aviv University

    Tel Aviv, Israel

    4 h-index

    7 publications

    588 citations

  6. The University of Sydney

    Sydney, Australia

    3 h-index

    6 publications

    228 citations

  7. Shaoxing University

    Shaoxing, China

    3 h-index

    3 publications

    149 citations

  8. Kent State University

    Kent, United States

    3 h-index

    3 publications

    696 citations

1–8 of 324

Venues

  1. Expert Systems with Applications

    5 publications · 166 citations

    5

    h-index

  2. Pattern Recognition

    5 publications · 395 citations

    5

    h-index

  3. Information Sciences

    4 publications · 110 citations

    5

    h-index

  4. Journal of Intelligent & Fuzzy Systems

    4 publications · 280 citations

    4

    h-index

  5. Memory & Cognition

    4 publications · 304 citations

    4

    h-index

1–5