?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.title=Application+of+The+Method+of+Elastic+Maps+In+Analysis+of+Genetic+Texts&rft.creator=Gorban%2C+Alexander+N.&rft.creator=Zinovyev%2C+Andrey+Yu.&rft.creator=Wunsch%2C+Donald+C.&rft.subject=Statistical+Models&rft.subject=Artificial+Intelligence&rft.subject=Theoretical+Biology&rft.description=Abstract+-+Method+of+elastic+maps+(+http%3A%2F%2Fcogprints.ecs.soton.ac.uk%2Farchive%2F00003088%2F+and%0Ahttp%3A%2F%2Fcogprints.ecs.soton.ac.uk%2Farchive%2F00003919%2F+)%0Aallows+us+to+construct+efficiently+1D%2C+2D+and+3D+non-linear+approximations+to+the+principal+manifolds+with+different+topology+(piece+of+plane%2C+sphere%2C+torus+etc.)+and+to+project+data+onto+it.+We+describe+the+idea+of+the+method+and+demonstrate+its+applications+in+analysis+of+genetic+sequences.+The+animated+3D-scatters+are+available+on+our+web-site%3A+http%3A%2F%2Fwww.ihes.fr%2F~zinovyev%2F7clusters%2F+%0AWe+found+the+universal+cluster+structure+of+genetic+sequences%2C+and+demonstrated+the+thin+structure+of+these+clusters+for+coding+regions.+This+thin+structure+is+related+to+different+translational+efficiency.&rft.date=2003&rft.type=Conference+Paper&rft.type=PeerReviewed&rft.format=application%2Fpdf&rft.identifier=http%3A%2F%2Fcogprints.org%2F3961%2F1%2FIJCNN2003.pdf&rft.identifier=++Gorban%2C+Alexander+N.+and+Zinovyev%2C+Andrey+Yu.+and+Wunsch%2C+Donald+C.++(2003)+Application+of+The+Method+of+Elastic+Maps+In+Analysis+of+Genetic+Texts.++%5BConference+Paper%5D+++++&rft.relation=http%3A%2F%2Fcogprints.org%2F3961%2F