Modelling and Forecasting Mortality Rates Using a Neural Network-Integrated Lee-Carter Model
Artificialneural networks (ANNs), modelled after the brain's structure and function, can capture complex nonlinear relationships between predictors and response variables. This study integrates ANNs with the Lee-Carter (LC) framework using a multilayer feed-forward network to forecast the morta...
| Published in: | 2024 5th International Conference on Artificial Intelligence and Data Sciences, AiDAS 2024 - Proceedings |
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| Main Author: | |
| Format: | Conference paper |
| Language: | English |
| Published: |
Institute of Electrical and Electronics Engineers Inc.
2024
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| Online Access: | https://www.scopus.com/inward/record.uri?eid=2-s2.0-85209679128&doi=10.1109%2fAiDAS63860.2024.10730150&partnerID=40&md5=8b19cbf15b3691f4c2f2c575aca2a4a0 |