Concepedia

Subgroup Discovery Evaluation

Subgroup Discovery Evaluation is a systematic methodological framework within pattern evaluation that assesses the quality, significance, and interpretability of discovered subgroups by combining statistical measures, domain-specific relevance criteria, and comprehensibility indicators to distinguish meaningful patterns from background data.

98

Publications

4.8K

Citations

261

Authors

148

Institutions

Publications per year

2017–2026

33

Parents

Publications

98

Tutorial in biostatistics: data‐driven subgroup identification and analysis in clinical trials

Ilya Lipkovich, Alex Dmitrienko, Benjamin James Ralph · Statistics in Medicine · 2016 · 295 citations

, , +13

KEEL 3.0: An Open Source Software for Multi-Stage Analysis in Data Mining

Isaac Triguero, Sergio González, Jose M. Moyano et al. · International Journal of Computational Intelligence Systems · 2017 · 284 citations · Full text

, , +10

Subgroup discovery

Martin Atzmueller · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2015 · 223 citations

, , +9

A comparison of three clustering methods for finding subgroups in MRI, SMS or clinical data: SPSS TwoStep Cluster analysis, Latent Gold and SNOB

Peter Kent, Rikke Krüger Jensen, Alice Kongsted · BMC Medical Research Methodology · 2014 · 219 citations · Full text

, , +15

Identifying domains of applicability of machine learning models for materials science

Christopher Sutton, Mario Boley, Luca M. Ghiringhelli et al. · Nature Communications · 2020 · 147 citations · Full text

, , +12

1–5 of 98

Authors

261

  1. NL
    Nada Lavrač

    Jožef Stefan Institute, Slovenia

    13 publications · 698 citations

    13

    h-index

  2. AK
    Arno Knobbe

    Leiden University, Netherlands

    12 publications · 506 citations

    11

    h-index

  3. MJ
    María José del Jesús

    Universidad de Jaén, Spain

    10 publications · 723 citations

    10

    h-index

  4. PG
    Pedro González

    Universidad de Jaén, Spain

    10 publications · 479 citations

    10

    h-index

  5. FH
    Francisco Herrera

    Universidad de Granada, Spain

    8 publications · 625 citations

    8

    h-index

1–5 of 261

Institutions

148

  1. Universidad de Jaén

    Jaén, Spain

    13 h-index

    33 publications

    1.6K citations

  2. Jožef Stefan Institute

    Ljubljana, Slovenia

    11 h-index

    21 publications

    874 citations

  3. Leiden University

    Leiden, The Netherlands

    11 h-index

    23 publications

    950 citations

  4. Universidad de Granada

    Granada, Spain

    8 h-index

    19 publications

    2.1K citations

  5. Ruđer Bošković Institute

    Zagreb, Croatia

    6 h-index

    6 publications

    291 citations

  6. University of Córdoba

    Córdoba, Spain

    6 h-index

    13 publications

    802 citations

  7. University of Nova Gorica

    Nova Gorica, Slovenia

    5 h-index

    5 publications

    116 citations

  8. Utrecht University

    Utrecht, The Netherlands

    5 h-index

    7 publications

    303 citations

1–8 of 148

Venues

  1. Data Mining and Knowledge Discovery

    7 publications · 362 citations

    7

    h-index

  2. Knowledge-Based Systems

    4 publications · 99 citations

    4

    h-index

  3. Expert Systems with Applications

    4 publications · 158 citations

    4

    h-index

  4. Machine Learning

    4 publications · 246 citations

    4

    h-index

  5. Journal of Biomedical Informatics

    3 publications · 103 citations

    3

    h-index

1–5