Classification of proteomic kinetic patterns using supervised genetic programming | IEEE Conference Publication | IEEE Xplore

Classification of proteomic kinetic patterns using supervised genetic programming


Abstract:

The rapidly emerging field of quantitative proteomics has established itself as a credible approach for understanding of the biology of whole organisms. Classification of...Show More

Abstract:

The rapidly emerging field of quantitative proteomics has established itself as a credible approach for understanding of the biology of whole organisms. Classification of proteins according to the level of their expression during a particular process allows discovering causal relationships among genes and proteins involved in the process. In the paper we present a supervised method of classification of proteomic kinetic patterns based on genetic programming allowing for extraction of user defined patterns from a database of kinetic profiles. The method combines robustness of genetic programming algorithm with the flexibility given by user interaction.
Date of Conference: 02-05 September 2005
Date Added to IEEE Xplore: 12 December 2005
Print ISBN:0-7803-9363-5

ISSN Information:

Conference Location: Edinburgh, UK

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