Modelling and Forecasting Mortality Rates Using a Neural Network-Integrated Lee-Carter Model

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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...

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Bibliographic Details
Published in:	2024 5th International Conference on Artificial Intelligence and Data Sciences, AiDAS 2024 - Proceedings
Main Author:	Aityqah Yaacob N.; Mohamed I.; Noor Dina Ahmad S.
Format:	Conference paper
Language:	English
Published:	Institute of Electrical and Electronics Engineers Inc. 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85209679128&doi=10.1109%2fAiDAS63860.2024.10730150&partnerID=40&md5=8b19cbf15b3691f4c2f2c575aca2a4a0

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