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Partitional Clustering of Protein Sequences - An Inductive Logic Programming Approach

机译:蛋白质序列的分区聚类-归纳逻辑编程方法

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摘要

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.
机译:我们提出了一种基于归纳逻辑程序设计(ILP)的蛋白质序列簇集的新方法。初步结果表明,所提出的方法产生了对簇的可理解的描述/解释。此外,它可以用作知识启发工具来解释其他聚类方法(例如标准系统发育程序)提出的聚类。

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