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System Pattern Recognition in Bioinformatics

Abstract:

Data Mining is defined like a set of methods for the extraction of knowledge from large databases. In this work we propose the construction of a System of Data Mining for Systems Biology, whose objective is to identify the patterns of the chemical substances present in the brain of a rodent during the development of a given activity (to sleep, to eat, etc.) The system identifies the classes that represent the chemical substances, and the classes that represent the activities made by the rodents. The performance of the system of Data Mining was tested using an example in which the neurotransmitters Glutamate and Aspartate are studied and the samples obtained are classified. © Springer-Verlag Berlin Heidelberg 2007.