{"id":"https://openalex.org/W4306717664","doi":"https://doi.org/10.1007/s00521-022-07893-z","title":"Machine learning regression approach for analysis of bearing capacity of conical foundations in heterogenous and anisotropic clays","display_name":"Machine learning regression approach for analysis of bearing capacity of conical foundations in heterogenous and anisotropic clays","publication_year":2022,"publication_date":"2022-10-18","ids":{"openalex":"https://openalex.org/W4306717664","doi":"https://doi.org/10.1007/s00521-022-07893-z"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-022-07893-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-07893-z","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/A5052256913","display_name":"Chung Nguy\u1ec5n V\u0103n","orcid":"https://orcid.org/0000-0003-3738-1719"},"institutions":[{"id":"https://openalex.org/I4210148201","display_name":"Ho Chi Minh City University of Technology and Engineering","ror":"https://ror.org/05hzn5427","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210148201"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Chung Nguyen Van","raw_affiliation_strings":["Faculty of Civil Engineering, Ho Chi Minh City University of Technology and Education, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, Ho Chi Minh City University of Technology and Education, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I4210148201"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037247026","display_name":"Suraparb Keawsawasvong","orcid":"https://orcid.org/0000-0002-1760-9838"},"institutions":[{"id":"https://openalex.org/I108108428","display_name":"Thammasat University","ror":"https://ror.org/002yp7f20","country_code":"TH","type":"education","lineage":["https://openalex.org/I108108428"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Suraparb Keawsawasvong","raw_affiliation_strings":["Department of Civil Engineering, Thammasat School of Engineering, Thammasat University, Khlong Nueng, 12120, Pathumthani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Thammasat School of Engineering, Thammasat University, Khlong Nueng, 12120, Pathumthani, Thailand","institution_ids":["https://openalex.org/I108108428"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025847335","display_name":"Dang Khoa Nguyen","orcid":"https://orcid.org/0000-0002-7016-601X"},"institutions":[{"id":"https://openalex.org/I4210134642","display_name":"Lac Hong University","ror":"https://ror.org/03nypmk85","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210134642"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Dang Khoa Nguyen","raw_affiliation_strings":["Faculty of Civil Engineering, Lac Hong University, 10 Huynh Van Nghe Street, Buu Long Ward, Bien Hoa City, Dong Nai Province, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, Lac Hong University, 10 Huynh Van Nghe Street, Buu Long Ward, Bien Hoa City, Dong Nai Province, Vietnam","institution_ids":["https://openalex.org/I4210134642"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033252846","display_name":"Van Qui Lai","orcid":"https://orcid.org/0000-0002-6814-5797"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I47265099","display_name":"Ho Chi Minh City University of Technology","ror":"https://ror.org/04qva2324","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I47265099"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Van Qui Lai","raw_affiliation_strings":["Faculty of Civil Engineering, Ho Chi Minh City University of Technology (HCMUT), 268 Ly Thuong Kiet Street, District 10, Ho Chi Minh City, Vietnam","Vietnam National University Ho Chi Minh City (VNU-HCM), Linh Trung Ward, Thu Duc District, Ho Chi Minh City, Vietnam"],"raw_orcid":"https://orcid.org/0000-0002-6814-5797","affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, Ho Chi Minh City University of Technology (HCMUT), 268 Ly Thuong Kiet Street, District 10, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I47265099"]},{"raw_affiliation_string":"Vietnam National University Ho Chi Minh City (VNU-HCM), Linh Trung Ward, Thu Duc District, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033252846"],"corresponding_institution_ids":["https://openalex.org/I123565023","https://openalex.org/I47265099"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":4.2664,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.94990936,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"35","issue":"5","first_page":"3955","last_page":"3976"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11046","display_name":"Geotechnical Engineering and Analysis","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11046","display_name":"Geotechnical Engineering and Analysis","score":1.0,"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"}},{"id":"https://openalex.org/T12293","display_name":"Dam Engineering and Safety","score":0.9997000098228455,"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/T11375","display_name":"Geotechnical Engineering and Soil Stabilization","score":0.9991999864578247,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/dimensionless-quantity","display_name":"Dimensionless quantity","score":0.8658814430236816},{"id":"https://openalex.org/keywords/bearing-capacity","display_name":"Bearing capacity","score":0.73490971326828},{"id":"https://openalex.org/keywords/anisotropy","display_name":"Anisotropy","score":0.7157073616981506},{"id":"https://openalex.org/keywords/conical-surface","display_name":"Conical surface","score":0.682404637336731},{"id":"https://openalex.org/keywords/multivariate-adaptive-regression-splines","display_name":"Multivariate adaptive regression splines","score":0.6111023426055908},{"id":"https://openalex.org/keywords/upper-and-lower-bounds","display_name":"Upper and lower bounds","score":0.511062502861023},{"id":"https://openalex.org/keywords/bearing","display_name":"Bearing (navigation)","score":0.49011048674583435},{"id":"https://openalex.org/keywords/finite-element-method","display_name":"Finite element method","score":0.4298853278160095},{"id":"https://openalex.org/keywords/foundation","display_name":"Foundation (evidence)","score":0.42962053418159485},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4278666079044342},{"id":"https://openalex.org/keywords/mars-exploration-program","display_name":"Mars Exploration Program","score":0.42299824953079224},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3956184387207031},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3953366279602051},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.3512834906578064},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3391324281692505},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.337348073720932},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.32507872581481934},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.322619765996933},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.2879054546356201},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.26512211561203003},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.21284669637680054},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.18232783675193787},{"id":"https://openalex.org/keywords/polynomial-regression","display_name":"Polynomial regression","score":0.17704439163208008},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17504972219467163},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16623210906982422},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.11536723375320435},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.07817068696022034}],"concepts":[{"id":"https://openalex.org/C24872484","wikidata":"https://www.wikidata.org/wiki/Q126818","display_name":"Dimensionless quantity","level":2,"score":0.8658814430236816},{"id":"https://openalex.org/C135677250","wikidata":"https://www.wikidata.org/wiki/Q3319673","display_name":"Bearing capacity","level":2,"score":0.73490971326828},{"id":"https://openalex.org/C85725439","wikidata":"https://www.wikidata.org/wiki/Q466686","display_name":"Anisotropy","level":2,"score":0.7157073616981506},{"id":"https://openalex.org/C124961601","wikidata":"https://www.wikidata.org/wiki/Q2518149","display_name":"Conical surface","level":2,"score":0.682404637336731},{"id":"https://openalex.org/C44882253","wikidata":"https://www.wikidata.org/wiki/Q3455882","display_name":"Multivariate adaptive regression splines","level":4,"score":0.6111023426055908},{"id":"https://openalex.org/C77553402","wikidata":"https://www.wikidata.org/wiki/Q13222579","display_name":"Upper and lower bounds","level":2,"score":0.511062502861023},{"id":"https://openalex.org/C199978012","wikidata":"https://www.wikidata.org/wiki/Q1273815","display_name":"Bearing (navigation)","level":2,"score":0.49011048674583435},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.4298853278160095},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.42962053418159485},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4278666079044342},{"id":"https://openalex.org/C83260615","wikidata":"https://www.wikidata.org/wiki/Q6773121","display_name":"Mars Exploration Program","level":2,"score":0.42299824953079224},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3956184387207031},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3953366279602051},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.3512834906578064},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3391324281692505},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.337348073720932},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.32507872581481934},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.322619765996933},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.2879054546356201},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.26512211561203003},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.21284669637680054},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.18232783675193787},{"id":"https://openalex.org/C120068334","wikidata":"https://www.wikidata.org/wiki/Q45343","display_name":"Polynomial regression","level":3,"score":0.17704439163208008},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17504972219467163},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16623210906982422},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.11536723375320435},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.07817068696022034},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-022-07893-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-07893-z","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":87,"referenced_works":["https://openalex.org/W1518705950","https://openalex.org/W1921406807","https://openalex.org/W1978388669","https://openalex.org/W1988950786","https://openalex.org/W1995711095","https://openalex.org/W1996013996","https://openalex.org/W2024508565","https://openalex.org/W2030904081","https://openalex.org/W2036239283","https://openalex.org/W2043594278","https://openalex.org/W2075619632","https://openalex.org/W2095051518","https://openalex.org/W2127269290","https://openalex.org/W2153540601","https://openalex.org/W2158767215","https://openalex.org/W2161064703","https://openalex.org/W2195064372","https://openalex.org/W2218043766","https://openalex.org/W2220592390","https://openalex.org/W2276940945","https://openalex.org/W2295514354","https://openalex.org/W2323226228","https://openalex.org/W2332790880","https://openalex.org/W2405283613","https://openalex.org/W2577234833","https://openalex.org/W2604499125","https://openalex.org/W2613624171","https://openalex.org/W2887585058","https://openalex.org/W2920808372","https://openalex.org/W2944347178","https://openalex.org/W2945771794","https://openalex.org/W2947611747","https://openalex.org/W2951415374","https://openalex.org/W2953465552","https://openalex.org/W2955868703","https://openalex.org/W2958848220","https://openalex.org/W2964429182","https://openalex.org/W2964478537","https://openalex.org/W2967114421","https://openalex.org/W2967859107","https://openalex.org/W2969362905","https://openalex.org/W2971844428","https://openalex.org/W2977937497","https://openalex.org/W2996991292","https://openalex.org/W2998134541","https://openalex.org/W2999656734","https://openalex.org/W3002574196","https://openalex.org/W3023187336","https://openalex.org/W3025202834","https://openalex.org/W3031899214","https://openalex.org/W3036719517","https://openalex.org/W3040389513","https://openalex.org/W3046345314","https://openalex.org/W3046944134","https://openalex.org/W3047455868","https://openalex.org/W3087466423","https://openalex.org/W3090122082","https://openalex.org/W3094200857","https://openalex.org/W3094899191","https://openalex.org/W3117007493","https://openalex.org/W3123456568","https://openalex.org/W3127632064","https://openalex.org/W3133530872","https://openalex.org/W3134500710","https://openalex.org/W3134704844","https://openalex.org/W3144544422","https://openalex.org/W3152736645","https://openalex.org/W3153644848","https://openalex.org/W3156648391","https://openalex.org/W3161535916","https://openalex.org/W3165082411","https://openalex.org/W3168220886","https://openalex.org/W3168287552","https://openalex.org/W3191177821","https://openalex.org/W3194174541","https://openalex.org/W3206101417","https://openalex.org/W3207158152","https://openalex.org/W3211332125","https://openalex.org/W3212397468","https://openalex.org/W3212816201","https://openalex.org/W3213596136","https://openalex.org/W4200134962","https://openalex.org/W4206312652","https://openalex.org/W4225771990","https://openalex.org/W4242831213","https://openalex.org/W4254537421","https://openalex.org/W4283744660"],"related_works":["https://openalex.org/W10576317","https://openalex.org/W3139034309","https://openalex.org/W2003087713","https://openalex.org/W2055800560","https://openalex.org/W2185815019","https://openalex.org/W3006349334","https://openalex.org/W2186535538","https://openalex.org/W3166701795","https://openalex.org/W2122127011","https://openalex.org/W3196973028"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":10}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
