Concepedia

Underwriting Analytics

Underwriting Analytics is a subfield of insurance analytics that applies statistical modeling, machine learning, and other data-driven methods to evaluate and price individual and portfolio-level risks, thereby informing and optimizing underwriting decisions and policies.

42

Publications

2.1K

Citations

103

Authors

66

Institutions

Publications per year

2017–2026

26

Parents

Children

Publications

42

Gradient boosting trees for auto insurance loss cost modeling and prediction

Leo Guelman · Expert Systems with Applications · 2011 · 251 citations

, , +12

Analyst Behavior Following IPOs: The “Bubble Period” Evidence

Daniel Bradley, Bradford D. Jordan, Jay R. Ritter · Review of Financial Studies · 2006 · 175 citations

, , +8

An explainable AI decision-support-system to automate loan underwriting

Swati Sachan, Jianbo Yang, Dong‐Ling Xu et al. · Expert Systems with Applications · 2019 · 169 citations · Full text

, , +13

Insurance fraud detection: Evidence from artificial intelligence and machine learning

Faheem Aslam, Ahmed Imran Hunjra, Zied Ftiti et al. · Research in International Business and Finance · 2022 · 144 citations

, , +16

A novel hybrid undersampling method for mining unbalanced datasets in banking and insurance

G. Ganesh Sundarkumar, Vadlamani Ravi · Engineering Applications of Artificial Intelligence · 2014 · 138 citations

, , +14

1–5 of 42

Authors

103

  1. EP
    Edwin Pednault

    IBM (United States), United States

    2 publications · 55 citations

    2

    h-index

  2. FA
    Fateh A. Tipu

    IBM Research - Thomas J. Watson Research Center, United States

    2 publications · 55 citations

    2

    h-index

  3. YY
    Yi Yang

    University of Minnesota, United States

    2 publications · 141 citations

    2

    h-index

  4. CA
    Chid Apte

    IBM Research - Thomas J. Watson Research Center, United States

    2 publications · 55 citations

    2

    h-index

  5. YL
    Yang Li

    New Huadu Business School, China

    1 publications · 169 citations

    1

    h-index

1–5 of 103

Institutions

66

  1. University of Oxford

    Oxford, United Kingdom

    3 h-index

    11 publications

    222 citations

  2. IBM Research - Thomas J. Watson Research Center

    Yorktown Heights, United States

    2 h-index

    10 publications

    292 citations

  3. University of Kent

    Canterbury, United Kingdom

    2 h-index

    2 publications

    42 citations

  4. University of Minnesota

    Minneapolis, United States

    2 h-index

    2 publications

    141 citations

  5. McGill University

    Montreal, Canada

    2 h-index

    2 publications

    141 citations

  6. Ball State University

    Muncie, United States

    1 h-index

    1 publications

    15 citations

  7. University of Hong Kong

    Pok Fu Lam, Hong Kong

    1 h-index

    1 publications

    28 citations

  8. Munich Re (United States)

    Princeton, United States

    1 h-index

    1 publications

    38 citations

1–8 of 66

Venues

  1. North American Actuarial Journal

    NAAJ · 4 publications · 101 citations

    4

    h-index

  2. Expert Systems with Applications

    2 publications · 420 citations

    2

    h-index

  3. Insurance Mathematics and Economics

    2 publications · 91 citations

    2

    h-index

  4. Journal of Risk & Insurance

    2 publications · 128 citations

    2

    h-index

  5. Eurasian Journal of Business and Management

    1 publications · 15 citations

    1

    h-index

1–5