Explainable Artificial Intelligence (XAI) models allow for a more transparent and
understandable relationship between humans and machines. The insurance industry …

The Markov chain model teaching evaluation method is a quantitative analysis method
based on probability theory and stochastic process theory, which establishes a stochastic …

This paper develops a hybrid deep learning approach to find optimal reinsurance,
investment, and dividend strategies for an insurance company in a complex stochastic …

We investigate the risk control and dividend optimization problem of an insurance group in a
general setting and propose an innovative semi-analytical approach to the problem. The …

In estimation and prediction theory, considerable attention is paid to the question of having
unbiased estimators on a global population level. Recent developments in neural network …

Motivated by recent developments in risk management based on the US bankruptcy code,
we revisit the De Finetti's optimal dividend problem by incorporating the reorganization …

This paper presents a survey on some of the recent progress on numerical solutions for
controlled switching diffusions. We begin by recalling the basics of switching diffusions and …

In literature, many studies try to analyze healthcare usage and generated decision support
systems. In this paper, the aim is to generate a decision support system for insurance …

Conventional indemnity-based insurance (“conventional insurance”) and index-based
insurance (“index insurance”) represent two primary insurance types, each harboring distinct …

We consider an insurance company which faces financial risk in the form of insurance
claims and market-dependent surplus fluctuations. The company aims to simultaneously …