Concepedia

Non-overlapping Class Boundaries

Non-Overlapping Class Boundaries is a classification constraint in goods taxonomy that delimits categories such that no item can simultaneously belong to more than one class, thereby ensuring mutual exclusivity among defined classes.

31

Publications

1.3K

Citations

106

Authors

61

Institutions

Publications per year

2017–2026

10

Parents

Publications

31

On the class overlap problem in imbalanced data classification

Pattaramon Vuttipittayamongkol, Eyad Elyan, Andrei Petrovski · Knowledge-Based Systems · 2020 · 269 citations · Full text

, , +8

Pixel classification using variable string genetic algorithms with chromosome differentiation

Subir Bandyopadhyay, Sankar K. Pal · IEEE Transactions on Geoscience and Remote Sensing · 2001 · 94 citations

, , +17

A unifying view of class overlap and imbalance: Key concepts, multi-view panorama, and open avenues for research

Miriam Seoane Santos, Pedro Henriques Abreu, Nathalie Japkowicz et al. · Information Fusion · 2022 · 93 citations

, , +12

Genetic algorithms for generation of class boundaries

Sankar K. Pal, Sanghamitra Bandyopadhyay, C.A. Murthy · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 1998 · 76 citations

, , +16

Instar Determination for the Gypsy Moth (Lepidoptera: Lymantriidae) Based on the Frequency Distribution of Head Capsule Widths

Quintin C. McClellan, Jesse A. Logan · Environmental Entomology · 1994 · 60 citations

, , +12

1–5 of 31

Authors

106

  1. AB
    Andrea Buffagni

    Water Research Institute, Italy

    2 publications · 89 citations

    2

    h-index

  2. SK
    Sankar K. Pal

    Indian Statistical Institute, India

    2 publications · 170 citations

    2

    h-index

  3. MF
    M.T. Furse

    Dorset Green Technology Park, United Kingdom

    2 publications · 89 citations

    2

    h-index

  4. SE
    Stefania Erba

    Water Research Institute, Italy

    2 publications · 89 citations

    2

    h-index

  5. CM
    C.A. Murthy

    Indian Statistical Institute, India

    2 publications · 116 citations

    2

    h-index

1–5 of 106

Institutions

61

  1. Indian Statistical Institute

    Kolkata, India

    2 h-index

    5 publications

    416 citations

  2. Water Research Institute

    Monterotondo, Italy

    2 h-index

    5 publications

    215 citations

  3. Tongji University

    Shanghai, China

    1 h-index

    1 publications

    25 citations

  4. Motilal Nehru National Institute of Technology

    Prayagraj, India

    1 h-index

    2 publications

    52 citations

  5. University of Michigan

    Ann Arbor, United States

    1 h-index

    1 publications

    44 citations

  6. Institute of Computer Science

    Warsaw, Poland

    1 h-index

    1 publications

    36 citations

  7. Universitat Autònoma de Barcelona

    Cerdanyola del Vallès, Spain

    1 h-index

    2 publications

    38 citations

  8. Robert Gordon University

    Aberdeen, United Kingdom

    1 h-index

    2 publications

    538 citations

1–8 of 61

Venues

  1. International Journal of Remote Sensing

    2 publications · 68 citations

    2

    h-index

  2. Neurocomputing

    2 publications · 67 citations

    2

    h-index

  3. Expert Systems with Applications

    2 publications · 58 citations

    2

    h-index

  4. Computational Intelligence and Neuroscience

    1 publications · 25 citations

    1

    h-index

  5. Public Culture

    1 publications · 22 citations

    1

    h-index

1–5