Concepedia

Machine Learning-based Hazard Classification

Machine Learning-Based Hazard Classification is a methodological framework within hazard classification that employs machine learning algorithms to automatically identify, categorize, and prioritize hazards by analyzing patterns in data, distinguishing itself from traditional rule-based or expert-driven approaches through its reliance on data-driven model training and predictive analytics.

72

Publications

3.8K

Citations

264

Authors

141

Institutions

Publications per year

2017–2026

66

Parents

Publications

72

Application of optimized machine learning techniques for prediction of occupational accidents

Sobhan Sarkar, Sammangi Vinay, Rahul Raj et al. · Computers & Operations Research · 2018 · 230 citations

, , +13

Machine learning predictive model based on national data for fatal accidents of construction workers

Jongko Choi, Bonsung Gu, Sangyoon Chin et al. · Automation in Construction · 2019 · 219 citations

, , +17

Explainable artificial intelligence (XAI) for interpreting the contributing factors feed into the wildfire susceptibility prediction model

Biswajeet Pradhan · The Science of The Total Environment · 2023 · 169 citations · Full text

, , +16

Application of machine learning techniques for predicting the consequences of construction accidents in China

Rongchen Zhu, Xiaofeng Hu, Jiaqi Hou et al. · Process Safety and Environmental Protection · 2020 · 155 citations

, , +12

Hazard analysis: A deep learning and text mining framework for accident prevention

Botao Zhong, Xing Pan, Peter E.D. Love et al. · Advanced Engineering Informatics · 2020 · 146 citations

, , +17

1–5 of 72

Authors

264

  1. XX
    Xuecai Xie

    China University of Mining and Technology, China

    2 publications · 187 citations

    2

    h-index

  2. GF
    Gui Fu

    China University of Mining and Technology, China

    2 publications · 187 citations

    2

    h-index

  3. BP
    Biswajeet Pradhan

    University of Technology Sydney, Australia

    2 publications · 253 citations

    2

    h-index

  4. LL
    Lianne Lefsrud

    University of Alberta, Canada

    2 publications · 38 citations

    2

    h-index

  5. FS
    Fereshteh Sattari

    University of Alberta, Canada

    2 publications · 38 citations

    2

    h-index

1–5 of 264

Institutions

141

  1. China University of Mining and Technology

    Xuzhou, China

    3 h-index

    14 publications

    953 citations

  2. Swiss Federal Institute of Aquatic Science and Technology

    Dübendorf, Switzerland

    2 h-index

    6 publications

    342 citations

  3. North Dakota State University

    Fargo, United States

    2 h-index

    5 publications

    121 citations

  4. University of Alberta

    Edmonton, Canada

    2 h-index

    8 publications

    152 citations

  5. University of Technology Sydney

    Sydney, Australia

    2 h-index

    4 publications

    421 citations

  6. Huazhong University of Science and Technology

    Wuhan, China

    2 h-index

    5 publications

    627 citations

  7. Ton Duc Thang University

    Ho Chi Minh City, Vietnam

    2 h-index

    2 publications

    238 citations

  8. Soil Conservation and Watershed Management Research

    Tehran, Iran

    2 h-index

    2 publications

    238 citations

1–8 of 141

Venues

  1. Process Safety and Environmental Protection

    6 publications · 514 citations

    6

    h-index

  2. Reliability Engineering & System Safety

    4 publications · 244 citations

    4

    h-index

  3. Safety Science

    3 publications · 83 citations

    3

    h-index

  4. The Science of The Total Environment

    2 publications · 253 citations

    2

    h-index

  5. Remote Sensing

    2 publications · 138 citations

    2

    h-index

1–5