Abstract: Training a machine learning model with imbalanced data might introduce bias, significantly reducing the model's ability to generate precise predictions. Thus, ensuring sample balance is ...

Discover how probability distribution methods can help predict stock market returns and improve investment decisions. Learn ...

Much of the current market exuberance is driven by record profits. Corporate profits are at record highs because the U.S. government and households are running a massive net deficit. According to ...

1 Economic and Technical Research Institute of State Grid Shaanxi Electric Power Company, Xi’an, China 2 Shaanxi Local Electric Power (Group) Co., Ltd., Xi’an, China Accurate prediction of goaf ...

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Abstract: This article analyzes the stability of probabilistic Boolean networks (PBNs) with switching discrete probability distribution (DPD). First, the dynamics of PBNs with switching DPD is ...