?url_ver=Z39.88-2004&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Adc&rft.relation=http%3A%2F%2Fwww.eledia.org%2Fstudents-reports%2F417%2F&rft.title=A+Classification+Approach+based+on+SVM+for+Electromagnetic+Sub-Surface+Sensing&rft.creator=Massa%2C+Andrea&rft.creator=Bermani%2C+Emanuela&rft.creator=Boni%2C+Andrea&rft.creator=Donelli%2C+Massimo&rft.subject=TU+Technical+Reports+and+Publications&rft.description=In+clearing+terrains+contamined+or+potentially+contamined+by+landmines+and%2For+unexploded+ordnances+(UXOs)%2C+a+quick+wide-area+surveillance+is+often+required.+Nevertheless%2C+the+identification+of+dangerous+areas+(instead+of+the+detection+of+each+subsurface+object)+can+be+enough+for+some+scenarios%2Fapplications%2C+allowing+a+suitable+level+of+security+in+a+cost-saving+way.+In+such+a+framework%2C+this+paper+describes+a+probabilistic+approach+for+the+definition+of+risk+maps.+Starting+from+the+measurement+of+the+scattered+electromagnetic+field%2C+the+probability+of+occurrence+of+dangerous+targets+in+an+investigated+subsurface+area+is+determined+through+a+suitably+defined+classifier+based+on+a+Support+Vector+Machine+(SVM).+To+assess+the+effectiveness+of+the+proposed+approach+and+to+evaluate+its+robustness%2C+selected+numerical+results+related+to+a+two-dimensional+geometry+are+presented.&rft.date=2004-08&rft.type=Technical+Report&rft.type=NonPeerReviewed&rft.format=text&rft.language=en&rft.identifier=http%3A%2F%2Fwww.eledia.org%2Fstudents-reports%2F417%2F1%2FDIT-04-069.pdf&rft.identifier=++Massa%2C+Andrea+and+Bermani%2C+Emanuela+and+Boni%2C+Andrea+and+Donelli%2C+Massimo++(2004)+A+Classification+Approach+based+on+SVM+for+Electromagnetic+Sub-Surface+Sensing.++%5BTechnical+Report%5D++++(Submitted)++