Machine learning is the ability of a machine to improve its performance based on previous results. Machine learning methods enable computers to learn without being explicitly programmed and have ...

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Abstract: Real-world machine learning systems need to analyze test data that may differ from training data. In K-way classification, this is crisply formulated as open-set recognition, core to which ...

Abstract: The Sun's overpowering impact on our planet and space behavior is undeniable. Solar cycles are characterized by variations in the number and distribution of sunspots, and other solar ...