Classification ofProteomic Kinetic Patterns usingSupervised Genetic Programming
Jiří Vohradský · 2005
Therapidly emerging field ofquantitative proteomics hasestablished itself as a credible approach forunderstanding ofthebiology ofwhole organisms. Classification ofproteins according tothe level oftheir expression during aparticular process allows discovering causal relationships amonggenes andproteins involved intheprocess. Inthepaperwe present a supervised methodofclassification of proteomic kinetic patterns basedon genetic programming allowing forextraction ofuserdefined patterns froma database ofkinetic profiles. The methodcombines robustness ofgenetic programming algorithm withtheflexibility given byuserinteraction.