Neural Networks for Insurance Pricing with Frequency and Severity Data: A Benchmark Study from Data Preprocessing to Technical Tariff
The article discusses the application of deep learning in insurance pricing, comparing different models and offering a method to interpret neural network insights through generalized linear models.
Featured in No. 83 on 23 Jan 2025 · · 16 citations today · published in North American Actuarial Journal
- Released
- 19 Oct 2023
- First featured
- No. 83 · 23 Jan 2025
- Citations (Semantic Scholar)
- 16
- Influential citations
- 2
- Published in
- North American Actuarial Journal
- Shares when featured
- 27
- Identifier
- doi:10.1080/10920277.2025.2451860
Citations and venue from Semantic Scholar (ODC-BY), refreshed weekly. Summary: Quant Letter (CC BY 4.0).