Localization of the initiation of translation in messenger RNAs of prokaryotes by learning techniques.
Learning processes are applied to the recognition of protein coding regions in prokaryotes. Non-contradictory, statistical and logical rules are deduced from a set of known examples of coding sequences. These rules enable to build characteristic patterns on the m-RNA upstream of the initiating codon. These rules are applied with success to recognize more than 180 coding sequences and to detect and/or eliminate hypothetical reading frames or unknown genes.
Rodier
F
F
Sallantin
J
J
D001419:Bacteria / Q000235:genetics*; D001483:Base Sequence; D001665:Binding Sites; D003062:Codon; D003201:Computers; D007858:Learning; D010442:Peptide Chain Initiation, Translational; D012329:RNA, Bacterial / Q000032:analysis; D012333:RNA, Messenger / Q000032:analysis*; D012984:Software
D003062:Codon; D012329:RNA, Bacterial; D012333:RNA, Messenger