Omid Karimi
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View article: Explainable artificial intelligence (XAI) for interpreting predictive models and key variables in flood susceptibility
Explainable artificial intelligence (XAI) for interpreting predictive models and key variables in flood susceptibility Open
The black-box nature of machine learning limits its explainability and practical application. This study highlights the importance of enhancing interpretability in flood modeling and prediction by investigating the interactions between flo…
View article: Introducing a Stationary Skew-Gaussian Random Field
Introducing a Stationary Skew-Gaussian Random Field Open
The Gaussian random field is commonly used to analyze spatial data. One of the important features of this random field is having essential properties of the normal distribution family, such as closure under linear transformations, marginal…