Concepedia

Data-driven Risk Analysis

Data-Driven Risk Analysis is a systematic methodology within the field of risk assessment that distinguishes itself by employing empirical data and quantitative analytics to identify, evaluate, and prioritize risks, as opposed to relying primarily on expert judgment or theoretical assumptions.

88

Publications

4.3K

Citations

314

Authors

180

Institutions

Publications per year

2017–2026

67

Parents

Publications

88

Real-time forecasts and risk assessment of novel coronavirus (COVID-19) cases: A data-driven analysis

Tanujit Chakraborty, Indrajit Ghosh · Chaos Solitons & Fractals · 2020 · 398 citations · Full text

, , +16

Data Derivatives

Louise Amoore · Theory Culture & Society · 2011 · 366 citations · Full text

, , +17

Big Data and Predictive Analytics

Nilay D. Shah, Ewout W. Steyerberg, David M. Kent · JAMA · 2018 · 243 citations

, , +15

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

Advances in Risk Analysis with Big Data

Tsan‐Ming Choi, James H. Lambert · Risk Analysis · 2017 · 111 citations

, , +15

1–5 of 88

Authors

314

  1. TA
    Terje Aven

    University of Stavanger, Norway

    3 publications · 115 citations

    3

    h-index

  2. ZY
    Zaili Yang

    Liverpool John Moores University, United Kingdom

    3 publications · 169 citations

    3

    h-index

  3. GX
    Gangyan Xu

    Harbin Institute of Technology, China

    2 publications · 86 citations

    2

    h-index

  4. SD
    Seth D. Guikema

    Johns Hopkins University, United States

    2 publications · 136 citations

    2

    h-index

  5. ZM
    Zahra Mohaghegh

    University of Illinois Urbana-Champaign, United States

    2 publications · 57 citations

    2

    h-index

1–5 of 314

Institutions

180

  1. University of Maryland, College Park

    College Park, United States

    4 h-index

    11 publications

    343 citations

  2. Liverpool John Moores University

    Liverpool, United Kingdom

    3 h-index

    10 publications

    502 citations

  3. University of Stavanger

    Stavanger, Norway

    3 h-index

    5 publications

    167 citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    15 publications

    552 citations

  5. Politecnico di Milano

    Milan, Italy

    3 h-index

    4 publications

    109 citations

  6. Princeton University

    Princeton, United States

    2 h-index

    4 publications

    66 citations

  7. Bangladesh University of Engineering and Technology

    Dhaka, Bangladesh

    2 h-index

    2 publications

    184 citations

  8. Hong Kong Polytechnic University

    Hong Kong, Hong Kong

    2 h-index

    2 publications

    135 citations

1–8 of 180

Venues

  1. Reliability Engineering & System Safety

    13 publications · 814 citations

    13

    h-index

  2. International Journal of Production Economics

    3 publications · 68 citations

    3

    h-index

  3. Chaos Solitons & Fractals

    3 publications · 529 citations

    3

    h-index

  4. Risk Analysis

    3 publications · 166 citations

    3

    h-index

  5. Safety Science

    3 publications · 146 citations

    3

    h-index

1–5