This project employs the Random Forest algorithm to predict Bitcoin prices, utilising five years of comprehensive Bitcoin market data. It focuses on various market aspects such as volatility, market ...

However, as the data are being generated explosively in this big data era, many machine learning algorithms, including the random forest algorithm, may face the difficulty in maintaining and ...

To minimize the risk of serious damage and reduce high maintenance costs, this study proposed an anomaly detection technique using the Isolation Forest algorithm and the application of Shapley ...

Contributed by Bin Yu, December 21, 2017 (sent for review June 23, 2017; reviewed by Michael M. Hoffman and Daniel Jacobson) ...

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