Artificial Intelligence enhanced life insurance underwriting automation and optimisation

Project Member(s): Xu, G., Blumenstein, M., Li, J.

Funding or Partner Organisation: ANZ Banking Group Limited
ANZ Banking Group Limited

Start year: 2017

Publications:

Biddle, R, Liu, S & Xu, G 1970, 'Semi-Supervised Soft K-Means Clustering of Life Insurance Questionnaire Responses', 2018 5th International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC), 2018 5th International Conference on Behavioral, Economic, and Socio-Cultural Computing (BESC), IEEE, Kaohsiung, Taiwan, pp. 30-31.
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Biddle, R, Liu, S, Tilocca, P & Xu, G 1970, 'Automated Underwriting in Life Insurance: Predictions and Optimisation', Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Australasian Database Conference, Springer International Publishing, Gold Coast, QLD, Australia, pp. 135-146.
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Liu, S, Xu, G, Zhu, X & Zhou, Z 1970, 'Towards simplified insurance application via sparse questionnaire optimization', 2017 International Conference on Behavioral, Economic, Socio-cultural Computing (BESC), 2017 International Conference on Behavioral, Economic, Socio-cultural Computing (BESC), IEEE, Poland, pp. 1-2.
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Zhou, Z, Xu, G, Zhu, X & Liu, S 1970, 'Latent factor analysis for low-dimensional implicit preference prediction', 2017 International Conference on Behavioral, Economic, Socio-cultural Computing (BESC), 2017 International Conference on Behavioral, Economic, Socio-cultural Computing (BESC), IEEE, Poland, pp. 1-2.
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FOR Codes: Pattern Recognition and Data Mining, Application Tools and System Utilities, Satisfiability and optimisation, Information systems, technologies and services not elsewhere classified

Acknowledgement of Country

UTS acknowledges the Gadigal people of the Eora Nation, the Boorooberongal people of the Dharug Nation, the Bidiagal people and the Gamaygal people, upon whose ancestral lands our university stands. We would also like to pay respect to the Elders both past and present, acknowledging them as the traditional custodians of knowledge for these lands.