?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.relation=http%3A%2F%2Fwww.eledia.org%2Fstudents-reports%2F364%2F&rft.title=Three+Dimensional+Electromagnetic+Sub-Surface+Sensing+by+Means+of+a+Multi-Step+SVM-Based+Classification+Technique&rft.creator=Donelli%2C+Massimo&rft.creator=Benedetti%2C+Manuel&rft.creator=Rocca%2C+Paolo&rft.creator=Melgani%2C+Farid&rft.creator=Massa%2C+Andrea&rft.subject=TU+Technical+Reports+and+Publications&rft.description=In+this+paper%2C+the+classification+approach+is+extended+from+2D+to+the+three-dimensional(3D)+case+carefully+addressing+the+increased+complexity+issue+by+means+of+an+effective+multi-step+strategy.+As+a+matter+of+fact%2C+by+iteratively+processing+the+training+dataset+(without+requiring+an+extra+amount+of+measurements)%2C+the+proposed+method+is+aimed+at+improving+the+spatial+resolution+of+the+original+classification+technique+%5B6%5D+even+though+dealing+with+a+more+complex+problem.+The+effectiveness+of+the+proposed+approach+has+been+preliminary+assessed+through+a+set+of+numerical+experiments+also+in+correspondence+with+blurred+data+and+some+representative+results+are+shown+in+the+following.+This+is+the+author's+version+of+the+final+version+available+at+IEEE.&rft.date=2011-01&rft.type=Technical+Report&rft.type=NonPeerReviewed&rft.format=application%2Fpdf&rft.language=en&rft.identifier=http%3A%2F%2Fwww.eledia.org%2Fstudents-reports%2F364%2F1%2FDISI-11-229.C136.pdf&rft.identifier=++Donelli%2C+Massimo+and+Benedetti%2C+Manuel+and+Rocca%2C+Paolo+and+Melgani%2C+Farid+and+Massa%2C+Andrea++(2011)+Three+Dimensional+Electromagnetic+Sub-Surface+Sensing+by+Means+of+a+Multi-Step+SVM-Based+Classification+Technique.++%5BTechnical+Report%5D+++++