Partitional Clustering of Protein Sequences – An Inductive Logic Programming Approach
We present a novel approach to cluster sets of protein sequences, based on Inductive Logic Programming (ILP). Preliminary results show that the method proposed produces understandable descriptions/explanations of the clusters. Furthermore, it can be used as a knowledge elicitation tool to explain clusters proposed by other clustering approaches, such as standard phylogenetic programs.
KeywordsClustering Inductive Logic Programming
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