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As a journalist, you can create a free Muck Rack account to customize your profile, list your contact preferences, and upload a portfolio of your best work.Articles
Predicting Tropical Cyclone Extreme Rainfall in Guangxi, China: An Interpretable Machine Learning Framework Addressing Class Imbalance and Feature Optimization
1 Introduction Tropical cyclones (TCs) often cause extreme rainfall, leading to a variety of costly, devastating, and hazardous impacts such as widespread flooding, flash flooding, and landslides, which inflict substantial property damage and human casualties in coastal areas (Chen and Ding 1979; Dong et al. 2010; Tao 1980).
A Novel Momentum-Based Measure for Online Portfolio Algorithm
In recent years, digital investment portfolios have become a significant area of interest in the field of machine learning. To tackle the issue of neglecting the momentum effect in risk asset prices within the follow-the-winner strategy and to evaluate the significance of this effect, a novel measure of risk asset price momentum trend is introduced for online investment portfolio research.
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