Concepedia

Imbalanced Defect Classification

Imbalanced Defect Classification is a defect classification approach that addresses the challenge of uneven distribution among defect categories by specifically adapting methods to handle scarce or underrepresented defect types within a dataset.

141

Publications

7.3K

Citations

471

Authors

207

Institutions

Publications per year

2017–2026

104

Parents

Publications

141

Deep normalized convolutional neural network for imbalanced fault classification of machinery and its understanding via visualization

Feng Jia, Yaguo Lei, Na Lü et al. · Mechanical Systems and Signal Processing · 2018 · 580 citations

, , +14

Using Class Imbalance Learning for Software Defect Prediction

Shuo Wang, Xin Yao · IEEE Transactions on Reliability · 2013 · 569 citations

, , +16

The Impact of Class Rebalancing Techniques on the Performance and Interpretation of Defect Prediction Models

Chakkrit Tantithamthavorn, Ahmed E. Hassan, Kenichi Matsumoto · IEEE Transactions on Software Engineering · 2018 · 314 citations

, , +17

Online Defect Prediction for Imbalanced Data

Ming Tan, Lin Tan, Sashank Dara et al. · 2015 IEEE/ACM 37th IEEE International Conference on Software Engineering · 2015 · 229 citations

, , +14

An Improved SDA Based Defect Prediction Framework for Both Within-Project and Cross-Project Class-Imbalance Problems

Xiao‐Yuan Jing, Fei Wu, Xiwei Dong et al. · IEEE Transactions on Software Engineering · 2016 · 195 citations

, , +14

1–5 of 141

Authors

471

  1. TM
    Taghi M. Khoshgoftaar

    Florida Atlantic University, United States

    5 publications · 221 citations

    5

    h-index

  2. GL
    Guangchun Luo

    University of Electronic Science and Technology of China, China

    4 publications · 95 citations

    4

    h-index

  3. XJ
    Xiao‐Yuan Jing

    Wuhan University, China

    4 publications · 330 citations

    4

    h-index

  4. JK
    Jacky Keung

    City University of Hong Kong, Hong Kong SAR China

    4 publications · 266 citations

    4

    h-index

  5. KE
    Kwabena Ebo Bennin

    City University of Hong Kong, Hong Kong SAR China

    4 publications · 268 citations

    4

    h-index

1–5 of 471

Institutions

207

  1. Wuhan University

    Wuhan, China

    11 h-index

    35 publications

    2K citations

  2. City University of Hong Kong

    Hong Kong, Hong Kong

    6 h-index

    14 publications

    1.1K citations

  3. Florida Atlantic University

    Boca Raton, United States

    6 h-index

    10 publications

    495 citations

  4. Delhi Technological University

    New Delhi, India

    4 h-index

    10 publications

    528 citations

  5. Yuan Ze University

    Taoyuan District, Taiwan

    4 h-index

    6 publications

    143 citations

  6. University of Electronic Science and Technology of China

    Chengdu, China

    4 h-index

    12 publications

    285 citations

  7. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    4 h-index

    12 publications

    550 citations

  8. Nanjing University

    Nanjing, China

    3 h-index

    5 publications

    147 citations

1–8 of 207

Venues

  1. Information and Software Technology

    6 publications · 401 citations

    6

    h-index

  2. Computers & Industrial Engineering

    4 publications · 138 citations

    4

    h-index

  3. Expert Systems with Applications

    4 publications · 141 citations

    4

    h-index

  4. IEEE Access

    4 publications · 110 citations

    4

    h-index

  5. Automated Software Engineering

    3 publications · 141 citations

    3

    h-index

1–5