INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016
Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI)
Based on total premiums from a commercial about the insurance firms' viability, the long-term claims notification, and the industry's lack of cooperation in claim settlement, the health insurance business in India has suffered greatly. Predictive modeling and forecasting of the total claims paid in the insurance industry are crucial for determining the appropriate premium level for various individuals. Very little empirical research has been done on modeling the quantity of insurance premiums, and few authors have looked into deep learning models for predicting future health care insurance costs associated with inpatient diagnoses, property premiums, etc. Nevertheless, using two capable models—the combination ARIMA and the Moving Average Model—in the Republic of Macedonia life insurance data, it was determined that the combination Box Jenkins model.
Keywords:
Deep learning Techniques, Premium,claimspaid,ANN,RNN,CNN,LSTM
Cite Article:
"Modelling Insurance Premiums using Deep Learning approach", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 2, page no.d643-d652, February-2024, Available :http://www.ijnrd.org/papers/IJNRD2402367.pdf
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ISSN:
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016
An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator
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