Concepedia

Automated Data Classification

Automated Data Classification is a data classification method that systematically categorizes data based on predefined rules, algorithms, or machine learning models without requiring manual intervention.

65

Publications

2.8K

Citations

247

Authors

125

Institutions

Publications per year

2017–2026

26

Parents

Publications

65

Classification With Ant Colony Optimization

David Martens, Manu De Backer, Raf Haesen et al. · IEEE Transactions on Evolutionary Computation · 2007 · 436 citations

, , +15

Classification of behaviour in housed dairy cows using an accelerometer-based activity monitoring system

Jorge A. Vázquez Diosdado, Z.E. Barker, Holly R. Hodges et al. · Animal Biotelemetry · 2015 · 253 citations · Full text

, , +14

An investigation into the application of neural networks, fuzzy logic, genetic algorithms, and rough sets to automated knowledge acquisition for classification problems

Ilona Jagielska, Chris Matthews, Tim Whitfort · Neurocomputing · 1999 · 149 citations

, , +16

Leg-tracking and automated behavioural classification in Drosophila

Jamey Kain, Chris R. Stokes, Quentin Gaudry et al. · Nature Communications · 2013 · 110 citations · Full text

, , +13

Automated objective classification of daily circulation patterns for precipitation and temperature downscaling based on optimized fuzzy rules

András Bàrdossy, H. J. Caspary · Climate Research · 2002 · 103 citations · Full text

, , +17

1–5 of 65

Authors

247

  1. PF
    Paul Fergus

    Liverpool John Moores University, United Kingdom

    2 publications · 26 citations

    2

    h-index

  2. MM
    Michael Mackay

    Liverpool John Moores University, United Kingdom

    2 publications · 26 citations

    2

    h-index

  3. WH
    William Hurst

    Liverpool John Moores University, United Kingdom

    2 publications · 26 citations

    2

    h-index

  4. CC
    Carl Chalmers

    Liverpool John Moores University, United Kingdom

    2 publications · 26 citations

    2

    h-index

  5. MW
    Michał Woźniak

    Wrocław University of Science and Technology, Poland

    2 publications · 85 citations

    2

    h-index

1–5 of 247

Institutions

125

  1. Liverpool John Moores University

    Liverpool, United Kingdom

    2 h-index

    8 publications

    104 citations

  2. Universidade de São Paulo

    São Paulo, Brazil

    2 h-index

    2 publications

    118 citations

  3. University of Essex

    Colchester, United Kingdom

    2 h-index

    4 publications

    586 citations

  4. Wrocław University of Science and Technology

    Wroclaw, Poland

    2 h-index

    4 publications

    159 citations

  5. Cornell University

    Ithaca, United States

    2 h-index

    2 publications

    98 citations

  6. Delft University of Technology

    Delft, The Netherlands

    2 h-index

    2 publications

    50 citations

  7. University of Duisburg-Essen

    Essen, Germany

    2 h-index

    7 publications

    255 citations

  8. Universidade Estadual de Campinas (UNICAMP)

    Campinas, Brazil

    1 h-index

    1 publications

    70 citations

1–8 of 125

Venues

  1. Neurocomputing

    2 publications · 197 citations

    2

    h-index

  2. Intelligent Data Analysis

    IDA · 2 publications · 36 citations

    2

    h-index

  3. Informatics in Medicine Unlocked

    IMU · 1 publications · 18 citations

    1

    h-index

  4. PubMed

    Repository · 1 publications · 33 citations

    1

    h-index

  5. Expert Systems with Applications

    1 publications · 14 citations

    1

    h-index

1–5