{"id":"https://openalex.org/W2593462241","doi":"https://doi.org/10.1007/s00521-017-2916-9","title":"The potential of nonparametric model in foundation bearing capacity prediction","display_name":"The potential of nonparametric model in foundation bearing capacity prediction","publication_year":2017,"publication_date":"2017-03-01","ids":{"openalex":"https://openalex.org/W2593462241","doi":"https://doi.org/10.1007/s00521-017-2916-9","mag":"2593462241"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-017-2916-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-017-2916-9","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","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/A5087549484","display_name":"Saadya Fahad Jabbar","orcid":"https://orcid.org/0000-0002-9871-3724"},"institutions":[{"id":"https://openalex.org/I135120706","display_name":"University of Baghdad","ror":"https://ror.org/007f1da21","country_code":"IQ","type":"education","lineage":["https://openalex.org/I135120706"]}],"countries":["IQ"],"is_corresponding":true,"raw_author_name":"Saadya Fahad Jabbar","raw_affiliation_strings":["College of Education for Human Science/Ibn Rushed, University of Baghdad, Baghdad, Iraq"],"affiliations":[{"raw_affiliation_string":"College of Education for Human Science/Ibn Rushed, University of Baghdad, Baghdad, Iraq","institution_ids":["https://openalex.org/I135120706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012198809","display_name":"Raed Ibraheem Hamed","orcid":"https://orcid.org/0000-0002-8194-8113"},"institutions":[{"id":"https://openalex.org/I4210118815","display_name":"University of Human Development","ror":"https://ror.org/02jz38b76","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210118815"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Raed Ibraheem Hamed","raw_affiliation_strings":["Department of Information and Technology, College of Science and Technology, University of Human Development, Sulaymaniyah, Iraq"],"affiliations":[{"raw_affiliation_string":"Department of Information and Technology, College of Science and Technology, University of Human Development, Sulaymaniyah, Iraq","institution_ids":["https://openalex.org/I4210118815"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048890844","display_name":"Asmaa Hussein Alwan","orcid":"https://orcid.org/0000-0002-8532-4308"},"institutions":[{"id":"https://openalex.org/I135120706","display_name":"University of Baghdad","ror":"https://ror.org/007f1da21","country_code":"IQ","type":"education","lineage":["https://openalex.org/I135120706"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Asmaa Hussein Alwan","raw_affiliation_strings":["College of Education for Human Science/Ibn Rushed, University of Baghdad, Baghdad, Iraq"],"affiliations":[{"raw_affiliation_string":"College of Education for Human Science/Ibn Rushed, University of Baghdad, Baghdad, Iraq","institution_ids":["https://openalex.org/I135120706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5087549484"],"corresponding_institution_ids":["https://openalex.org/I135120706"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.5798,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.69419711,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"30","issue":"10","first_page":"3235","last_page":"3241"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12293","display_name":"Dam Engineering and Safety","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12293","display_name":"Dam Engineering and Safety","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10716","display_name":"Soil and Unsaturated Flow","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.7957547903060913},{"id":"https://openalex.org/keywords/mean-absolute-percentage-error","display_name":"Mean absolute percentage error","score":0.6441980004310608},{"id":"https://openalex.org/keywords/coefficient-of-determination","display_name":"Coefficient of determination","score":0.601983904838562},{"id":"https://openalex.org/keywords/nonparametric-statistics","display_name":"Nonparametric statistics","score":0.5917806029319763},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5892517566680908},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.546057403087616},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.4910736083984375},{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.4526776969432831},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.44635331630706787},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4426586329936981},{"id":"https://openalex.org/keywords/soft-computing","display_name":"Soft computing","score":0.43505141139030457},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.42451170086860657},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4181116223335266},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.414569228887558},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.41336753964424133},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4105044901371002},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2807028591632843}],"concepts":[{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.7957547903060913},{"id":"https://openalex.org/C150217764","wikidata":"https://www.wikidata.org/wiki/Q6803607","display_name":"Mean absolute percentage error","level":3,"score":0.6441980004310608},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.601983904838562},{"id":"https://openalex.org/C102366305","wikidata":"https://www.wikidata.org/wiki/Q1097688","display_name":"Nonparametric statistics","level":2,"score":0.5917806029319763},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5892517566680908},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.546057403087616},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.4910736083984375},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.4526776969432831},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.44635331630706787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4426586329936981},{"id":"https://openalex.org/C140073362","wikidata":"https://www.wikidata.org/wiki/Q738759","display_name":"Soft computing","level":3,"score":0.43505141139030457},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.42451170086860657},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4181116223335266},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.414569228887558},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.41336753964424133},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4105044901371002},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2807028591632843},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-017-2916-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-017-2916-9","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.5799999833106995,"id":"https://metadata.un.org/sdg/13"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W81027760","https://openalex.org/W149292758","https://openalex.org/W150757093","https://openalex.org/W841982912","https://openalex.org/W1571299286","https://openalex.org/W1662958994","https://openalex.org/W1856198294","https://openalex.org/W1916166419","https://openalex.org/W1974442292","https://openalex.org/W1977532368","https://openalex.org/W1978820282","https://openalex.org/W1980260088","https://openalex.org/W1987557628","https://openalex.org/W1987742500","https://openalex.org/W2003193807","https://openalex.org/W2020277534","https://openalex.org/W2037460094","https://openalex.org/W2039240409","https://openalex.org/W2042013025","https://openalex.org/W2056682110","https://openalex.org/W2057854313","https://openalex.org/W2058998445","https://openalex.org/W2063462842","https://openalex.org/W2063484876","https://openalex.org/W2076414928","https://openalex.org/W2078137712","https://openalex.org/W2078780761","https://openalex.org/W2088171019","https://openalex.org/W2089018476","https://openalex.org/W2097996627","https://openalex.org/W2102148524","https://openalex.org/W2122111042","https://openalex.org/W2123094812","https://openalex.org/W2129717411","https://openalex.org/W2130841166","https://openalex.org/W2135443979","https://openalex.org/W2137314681","https://openalex.org/W2139024352","https://openalex.org/W2141125801","https://openalex.org/W2143486005","https://openalex.org/W2158120166","https://openalex.org/W2159616700","https://openalex.org/W2163241395","https://openalex.org/W2287295854","https://openalex.org/W2340519628","https://openalex.org/W2596698589"],"related_works":["https://openalex.org/W4318676890","https://openalex.org/W2039947585","https://openalex.org/W4385195237","https://openalex.org/W3178576217","https://openalex.org/W4285102093","https://openalex.org/W4210644201","https://openalex.org/W2270594946","https://openalex.org/W4287669118","https://openalex.org/W3127879965","https://openalex.org/W3084770468"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-01T17:29:45.350535","created_date":"2025-10-10T00:00:00"}