Many learning and data mining algorithms rely on distance metrics. Cluster analysis is one of learning algorithms which adopted to biological data, for example, Microarray expression data. In this ...

PAM is a near parameter-free probabilistic algorithm for mining the most interesting API patterns from a list of API call sequences. PAM largely avoids returning redundant and spurious sequences, ...

In parallel, the adaptation of probabilistic topic models to public information datasets has further consolidated the role of data mining in algorithm innovation, offering new perspectives on the ...