{"id":"https://openalex.org/W2901928823","doi":"https://doi.org/10.1109/igarss.2018.8517469","title":"A Random Modeling Approach for the Description of Underground Layers","display_name":"A Random Modeling Approach for the Description of Underground Layers","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2901928823","doi":"https://doi.org/10.1109/igarss.2018.8517469","mag":"2901928823"},"language":"en","primary_location":{"id":"doi:10.1109/igarss.2018.8517469","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2018.8517469","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5004378164","display_name":"Murat Koray AKKAYA","orcid":"https://orcid.org/0000-0001-8862-144X"},"institutions":[{"id":"https://openalex.org/I56303344","display_name":"Aselsan (Turkey)","ror":"https://ror.org/04knh8e66","country_code":"TR","type":"company","lineage":["https://openalex.org/I56303344"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"M. Koray Akkaya","raw_affiliation_strings":["Missile Systems Department, ASELSAN INC, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Missile Systems Department, ASELSAN INC, Ankara, Turkey","institution_ids":["https://openalex.org/I56303344"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066905550","display_name":"Alper Genc","orcid":null},"institutions":[{"id":"https://openalex.org/I56303344","display_name":"Aselsan (Turkey)","ror":"https://ror.org/04knh8e66","country_code":"TR","type":"company","lineage":["https://openalex.org/I56303344"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Alper Gen\u00e7","raw_affiliation_strings":["Missile Systems Department, ASELSAN INC, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Missile Systems Department, ASELSAN INC, Ankara, Turkey","institution_ids":["https://openalex.org/I56303344"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063179978","display_name":"As\u0131m Egemen Y\u0131lmaz","orcid":"https://orcid.org/0000-0002-4156-4238"},"institutions":[{"id":"https://openalex.org/I149218525","display_name":"Ankara University","ror":"https://ror.org/01wntqw50","country_code":"TR","type":"education","lineage":["https://openalex.org/I149218525"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"A. Egemen Yilmaz","raw_affiliation_strings":["Dept. of Electrical Electronics Engineering, Ankara University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Electrical Electronics Engineering, Ankara University, Ankara, Turkey","institution_ids":["https://openalex.org/I149218525"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2115437,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"6812","last_page":"6815"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13126","display_name":"Scientific Research and Discoveries","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13126","display_name":"Scientific Research and Discoveries","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11609","display_name":"Geophysical Methods and Applications","score":0.9731000065803528,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9728999733924866,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6096794009208679},{"id":"https://openalex.org/keywords/continuation","display_name":"Continuation","score":0.5720946192741394},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.5391860604286194},{"id":"https://openalex.org/keywords/proposition","display_name":"Proposition","score":0.49638134241104126},{"id":"https://openalex.org/keywords/perturbation-theory","display_name":"Perturbation theory (quantum mechanics)","score":0.46956348419189453},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.4660417139530182},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44205543398857117},{"id":"https://openalex.org/keywords/inverse-problem","display_name":"Inverse problem","score":0.4273969531059265},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.42704060673713684},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.357488214969635},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.35252147912979126},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27726349234580994},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.157362699508667},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.11534327268600464},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09310844540596008}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6096794009208679},{"id":"https://openalex.org/C88626702","wikidata":"https://www.wikidata.org/wiki/Q1128903","display_name":"Continuation","level":2,"score":0.5720946192741394},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.5391860604286194},{"id":"https://openalex.org/C2777152325","wikidata":"https://www.wikidata.org/wiki/Q108163","display_name":"Proposition","level":2,"score":0.49638134241104126},{"id":"https://openalex.org/C174256460","wikidata":"https://www.wikidata.org/wiki/Q911364","display_name":"Perturbation theory (quantum mechanics)","level":2,"score":0.46956348419189453},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.4660417139530182},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44205543398857117},{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.4273969531059265},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.42704060673713684},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.357488214969635},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35252147912979126},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27726349234580994},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.157362699508667},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.11534327268600464},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09310844540596008},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss.2018.8517469","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss.2018.8517469","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W635521987","https://openalex.org/W1513140202","https://openalex.org/W1520664314","https://openalex.org/W1587796684","https://openalex.org/W2088258348","https://openalex.org/W2898256666","https://openalex.org/W4300890617"],"related_works":["https://openalex.org/W2349990005","https://openalex.org/W19473193","https://openalex.org/W2352275403","https://openalex.org/W2159885618","https://openalex.org/W2369153420","https://openalex.org/W2388815250","https://openalex.org/W1994937216","https://openalex.org/W2394094611","https://openalex.org/W2331917905","https://openalex.org/W3155039083"],"abstract_inverted_index":{"This":[0],"paper":[1],"concerns":[2],"on":[3],"the":[4,8,21,24,30],"feature":[5],"extraction":[6],"of":[7,23,29,40],"underground":[9],"objects'":[10],"properties":[11],"by":[12],"Inverse":[13],"Scattering":[14],"theory":[15,48],"approach.":[16],"In":[17],"order":[18],"to":[19,45,49],"represent":[20],"deviations/ambiguities":[22],"unknown":[25],"parameters,":[26],"random":[27],"modeling":[28],"parameters":[31,51],"is":[32,58],"introduced":[33],"with":[34],"mathematical":[35],"modeling.":[36],"As":[37],"a":[38,43],"continuation":[39],"this":[41],"study":[42],"proposition":[44],"explore":[46],"perturbation":[47],"model":[50],"which":[52],"deviate":[53],"from":[54],"their":[55],"original/known":[56],"value":[57],"proposed.":[59]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}