Concepedia

Imbalanced Phenotype Classification

Imbalanced Phenotype Classification is a supervised classification task in which the goal is to predict phenotypic labels from biological data while addressing the inherent challenge posed by highly skewed class distributions that disproportionately favor certain phenotypes over others.

4

Publications

283

Citations

25

Authors

11

Institutions

Publications per year

2017–2026

2

Parents

Publications

4

Unbalanced breast cancer data classification using novel fitness functions in genetic programming

Divyaansh Devarriya, Cairo Gulati, Vidhi Mansharamani et al. · Expert Systems with Applications · 2019 · 132 citations

, , +14

Optimizing tomato plant phenotyping detection: Boosting YOLOv8 architecture to tackle data complexity

Firozeh Solimani, Angelo Cardellicchio, Giovanni Dimauro et al. · Computers and Electronics in Agriculture · 2024 · 99 citations · Full text

, , +17

MDR-ER: Balancing Functions for Adjusting the Ratio in Risk Classes and Classification Errors for Imbalanced Cases and Controls Using Multifactor-Dimensionality Reduction

Cheng‐Hong Yang, Yu‐Da Lin, Li‐Yeh Chuang et al. · PLoS ONE · 2013 · 35 citations · Full text

, , +10

Immunologic and molecular evaluation of residual disease in b-cell chronic lymphocytic leukemia patients in clinical remission phase

Maura Brugiatelli, Vincenzo Callea, Fortunato Morabito et al. · Cancer · 1989 · 17 citations · Full text

, , +15

A stacked learning framework for accurate classification of polycystic ovary syndrome with advanced data balancing and feature selection techniques

Heba M. Emara, Walid El‐Shafai, Naglaa F. Soliman et al. · Frontiers in Physiology · 2025 · 10 citations · Full text

, , +17

1–5 of 4

Authors

25

  1. BO
    Bianca Oliva

    Azienda ospedaliera "Bianchi-Melacrino-Morelli", Italy

    1 publications · 17 citations

    1

    h-index

  2. AC
    Angelo Cardellicchio

    Polytechnic University of Bari, Italy

    1 publications · 99 citations

    1

    h-index

  3. FS
    Firozeh Solimani

    University of Bari Aldo Moro, Italy

    1 publications · 99 citations

    1

    h-index

  4. FM
    Fortunato Morabito

    Azienda Ospedaliera di Cosenza, Italy

    1 publications · 17 citations

    1

    h-index

  5. CY
    Cheng‐Hong Yang

    I-Shou University, Taiwan

    1 publications · 35 citations

    1

    h-index

1–5 of 25

Institutions

11

  1. Kaohsiung Chang Gung Memorial Hospital

    Kaohsiung City, Taiwan

    1 h-index

    1 publications

    35 citations

  2. National Kaohsiung University of Applied Sciences

    Kaohsiung City, Taiwan

    1 h-index

    2 publications

    70 citations

  3. National Research Council

    Rome, Italy

    1 h-index

    3 publications

    297 citations

  4. Kaohsiung Medical University

    Kaohsiung City, Taiwan

    1 h-index

    1 publications

    35 citations

  5. University of Turin

    Turin, Italy

    1 h-index

    8 publications

    136 citations

  6. Bennett University

    Greater Noida, India

    1 h-index

    4 publications

    528 citations

  7. Kaohsiung Medical University Chung-Ho Memorial Hospital

    Kaohsiung City, Taiwan

    1 h-index

    1 publications

    35 citations

  8. University of Bari Aldo Moro

    Bari, Italy

    1 h-index

    1 publications

    99 citations

1–8 of 11

Venues

  1. Cancer

    1 publications · 17 citations

    1

    h-index

  2. Computers and Electronics in Agriculture

    1 publications · 99 citations

    1

    h-index

  3. PLoS ONE

    1 publications · 35 citations

    1

    h-index

  4. Expert Systems with Applications

    1 publications · 132 citations

    1

    h-index

  5. Frontiers in Physiology

    1 publications · 10 citations

1–5