Concepedia

Data-driven Root Cause Analysis

Data-Driven Root Cause Analysis is a systematic analytical method within root cause analysis that distinguishes itself by relying primarily on empirical data and quantitative evidence to identify, validate, and trace causal relationships underlying a problem or failure.

57

Publications

2.5K

Citations

237

Authors

84

Institutions

Publications per year

2017–2026

39

Parents

Publications

57

Food waste prevention in Europe – A cause-driven approach to identify the most relevant leverage points for action

Carmen Priefer, Juliane Jörissen, Klaus‐Rainer Bräutigam · Resources Conservation and Recycling · 2016 · 423 citations

, , +16

A data-driven analysis of flash flood hazard, fatalities, and damages over the CONUS during 1996–2017

Ali Ahmadalipour, Hamid Moradkhani · Journal of Hydrology · 2019 · 120 citations

, , +16

Simplified Granger causality map for data-driven root cause diagnosis of process disturbances

Yi Liu, Han-Sheng Chen, Haibin Wu et al. · Journal of Process Control · 2020 · 88 citations

, , +15

Cause-and-effect analysis in chemical processes utilizing XML, plant connectivity and quantitative process history

Jegatheeswaran Thambirajah, Lamia Benabbas, Margret Bauer et al. · Computers & Chemical Engineering · 2008 · 86 citations

, , +15

A big data-driven root cause analysis system: Application of Machine Learning in quality problem solving

Qiuping Ma, Hongyan Li, Anders Thorstenson · Computers & Industrial Engineering · 2021 · 83 citations · Full text

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1–5 of 57

Authors

237

  1. KM
    Keyur Muzumdar

    Meta (United States), United States

    3 publications · 54 citations

    3

    h-index

  2. SS
    Sriram Sankar

    Meta (United States), United States

    3 publications · 54 citations

    3

    h-index

  3. MC
    Mihai-Valentin Curelea

    Meta (United States), United States

    3 publications · 54 citations

    3

    h-index

  4. SL
    Seunghak Lee

    Carnegie Mellon University, United States

    3 publications · 54 citations

    3

    h-index

  5. NL
    Nikolay Laptev

    Yahoo (United States), United States

    3 publications · 54 citations

    3

    h-index

1–5 of 237

Institutions

84

  1. Beihang University

    Beijing, China

    3 h-index

    11 publications

    397 citations

  2. Menlo School

    Atherton, United States

    3 h-index

    17 publications

    293 citations

  3. Meta (United States)

    Menlo Park, United States

    3 h-index

    17 publications

    293 citations

  4. Shanghai Jiao Tong University

    Shanghai, China

    3 h-index

    7 publications

    419 citations

  5. Wenzhou University

    Wenzhou, China

    2 h-index

    2 publications

    118 citations

  6. National Tsing Hua University

    Hsinchu, Taiwan

    2 h-index

    4 publications

    236 citations

  7. Technical University of Munich

    Munich, Germany

    2 h-index

    7 publications

    394 citations

  8. Zhejiang University of Technology

    Hangzhou, China

    2 h-index

    3 publications

    206 citations

1–8 of 84

Venues

  1. Reliability Engineering & System Safety

    2 publications · 84 citations

    2

    h-index

  2. International Journal of Production Research

    2 publications · 82 citations

    2

    h-index

  3. Journal of Intelligent Manufacturing

    2 publications · 102 citations

    2

    h-index

  4. arXiv (Cornell University)

    Repository · 2 publications · 95 citations

    2

    h-index

  5. IEEE Access

    2 publications · 29 citations

    2

    h-index

1–5