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Explainable Machine Learning brings expandability, interpretability, and accountability to Data Mining Algorithms. Existing explanation frameworks focus on explaining the decision process of a single model in a static dataset. However, in data stream ...

It is an inevitable requirement of the realization of Chinese rural revitalizing strategies to achieve high-quality development of rural economy. In this essay, the evaluation system for high-quality development of rural economy in the new era is ...

Most studies on stream mining frameworks handles model retraining and preprocessing together. We propose Smart Preprocessing for Streaming Data (SPSD) approach which separates normalization of each numeric features from model retraining. The goal of ...