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. © 2009 Springer Berlin Heidelberg.
CITATION STYLE
Fonseca, N. A., Costa, V. S., Camacho, R., Vieira, C., & Vieira, J. (2009). Partitional clustering of protein sequences - An inductive logic programming approach. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 5518 LNCS, pp. 1001–1004). https://doi.org/10.1007/978-3-642-02481-8_152
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