Differential privacy (DP) stands as the gold standard for protecting user information in large-scale machine learning and data analytics. A critical task within DP is partition selection—the process ...

Partition loss is not synonymous with data loss; they are different issues. It is technically a more complex task to recover data from deleted partitions than restoring accidentally deleted or ...

Abstract: Educational Data Mining (EDM) is the application of data mining methods in the educational domain. In the EDM field, we see mixed data (i.e., text and number data types). Grouping or ...

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# Reporting the number of cereals in each cluster (1 and 2) num_cereals_cluster1 = (cluster_labels == 0).sum() num_cereals_cluster2 = (cluster_labels == 1).sum ...

A mining algorithm determines how a specific cryptocurrency can be mined. Bitcoin, the pioneer cryptocurrency, introduced mining through the SHA-256 algorithm. Currently, numerous mining algorithms ...