Concepedia

Multi-class Defect Classification

Multi-Class Defect Classification is a defect classification method that categorizes defects into one of several distinct classes, distinguished from binary or single-class approaches by its ability to simultaneously identify and differentiate among multiple types of defects within a single framework.

38

Publications

1.5K

Citations

119

Authors

65

Institutions

Publications per year

2017–2026

23

Parents

Publications

38

Multiclass defect detection and classification in weld radiographic images using geometric and texture features

Ioannis Valavanis, Dimitrios Kosmopoulos · Expert Systems with Applications · 2010 · 203 citations

, , +15

Tackling class overlap and imbalance problems in software defect prediction

Lin Chen, Bin Fang, Zhaowei Shang et al. · Software Quality Journal · 2016 · 118 citations

, , +15

Defect classification based on deep features for railway tracks in sustainable transportation

Mehmet Karaköse · Applied Soft Computing · 2021 · 88 citations

, , +16

Convolutional Neural Network for Multi-class Classification of Diabetic Eye Disease

Rubina Sarki, Khandakar Ahmed, Hua Wang et al. · ICST Transactions on Scalable Information Systems · 2018 · 83 citations · Full text

, , +11

MultiDefectNet: Multi-Class Defect Detection of Building Façade Based on Deep Convolutional Neural Network

Kisu Lee, Goopyo Hong, Lee Sael et al. · Sustainability · 2020 · 55 citations · Full text

, , +15

1–5 of 38

Authors

119

  1. RG
    Rongfen Gong

    University of Science and Technology Liaoning, China

    6 publications · 178 citations

    6

    h-index

  2. MC
    Maoxiang Chu

    University of Science and Technology Liaoning, China

    6 publications · 178 citations

    6

    h-index

  3. XL
    Xiaoping Liu

    Lakehead University, Canada

    3 publications · 99 citations

    3

    h-index

  4. AW
    Anna Wang

    Northeastern University, China

    2 publications · 49 citations

    2

    h-index

  5. AT
    Andreas Theissler

    Hochschule Aalen, Germany

    2 publications · 28 citations

    2

    h-index

1–5 of 119

Institutions

65

  1. University of Science and Technology Liaoning

    Anshan, China

    6 h-index

    15 publications

    460 citations

  2. Lakehead University

    Thunder Bay, Canada

    3 h-index

    3 publications

    99 citations

  3. Harbin Institute of Technology

    Harbin, China

    2 h-index

    5 publications

    117 citations

  4. Northeastern University

    Shenyang, China

    2 h-index

    5 publications

    112 citations

  5. Institute of Informatics & Telecommunications

    Agia Paraskevi, Greece

    1 h-index

    1 publications

    203 citations

  6. Arizona State University

    Tempe, United States

    1 h-index

    4 publications

    208 citations

  7. Northeastern University

    Boston, United States

    1 h-index

    1 publications

    28 citations

  8. Yuan Ze University

    Taoyuan District, Taiwan

    1 h-index

    1 publications

    17 citations

1–8 of 65

Venues

  1. 3

    h-index

  2. Expert Systems with Applications

    3 publications · 300 citations

    3

    h-index

  3. Sensors

    3 publications · 88 citations

    2

    h-index

  4. Applied Sciences

    2 publications · 29 citations

    2

    h-index

  5. 2

    h-index

1–5