Publication details

Data-mining protein structure by clustering, segmentation and evolutionary algorithms

Authors

LEXA Matej SNÁŠEL Václav ZELINKA Ivan

Year of publication 2009
Type Article in Proceedings
Conference Data Mining: Theoretical Foundations and Applications
MU Faculty or unit

Faculty of Informatics

Citation
Web http://dx.doi.org/10.1007/978-3-642-01088-0_10
Doi http://dx.doi.org/10.1007/978-3-642-01088-0_10
Field Informatics
Keywords data mining; bioinformatics; protein structure; biological sequence analysis; segmentation
Description After a brief introduction to Bioinformatics, the authors discuss how Evolutionary Algorithms can be used to solve problems from Bioinformatics. Later, the authors describe how clustering techniques can group protein fragments and how short fragments can be combined to obtain a larger segment and therefore be able to infer higher level functions for a protein.
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