{"id":"https://openalex.org/W4416360779","doi":"https://doi.org/10.1007/s42947-025-00665-7","title":"Application of Hybrid Extreme Gradient Boosting Models for Predicting the Resilient Modulus of Cement-Stabilized Magnetite Iron Ore Tailings","display_name":"Application of Hybrid Extreme Gradient Boosting Models for Predicting the Resilient Modulus of Cement-Stabilized Magnetite Iron Ore Tailings","publication_year":2025,"publication_date":"2025-11-19","ids":{"openalex":"https://openalex.org/W4416360779","doi":"https://doi.org/10.1007/s42947-025-00665-7"},"language":"en","primary_location":{"id":"doi:10.1007/s42947-025-00665-7","doi":"https://doi.org/10.1007/s42947-025-00665-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42947-025-00665-7","pdf_url":null,"source":{"id":"https://openalex.org/S2764903752","display_name":"International Journal of Pavement Research and Technology","issn_l":"1996-6814","issn":["1996-6814","1997-1400"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","norway-1","poland-40","russia-white-list-1"],"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":"International Journal of Pavement Research and Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5101565439","display_name":"Avinash Kumar","orcid":"https://orcid.org/0000-0002-7734-5766","observed_orcids":["https://orcid.org/0000-0002-7734-5766"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Avinash Kumar","raw_affiliation_strings":["Department of Civil Engineering, Government Engineering College, Sheikhpura, Bihar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Government Engineering College, Sheikhpura, Bihar, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085925907","display_name":"Aradhana Kumari","orcid":"https://orcid.org/0000-0002-7811-6877","observed_orcids":["https://orcid.org/0000-0002-7811-6877","https://orcid.org/0009-0008-1455-2267"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aradhana Kumari","raw_affiliation_strings":["Department of Civil Engineering, Government Engineering College, Munger, Bihar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Government Engineering College, Munger, Bihar, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112602957","display_name":"Sudeep Kumar","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210140720","display_name":"Nalanda University","ror":"https://ror.org/0403tv949","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210140720"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sudeep Kumar","raw_affiliation_strings":["Department of Civil Engineering, Nalanda College of Engineering, Chandi, 803108, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Nalanda College of Engineering, Chandi, 803108, India","institution_ids":["https://openalex.org/I4210140720"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081718794","display_name":"Jitendra Khatti","orcid":"https://orcid.org/0000-0001-9939-4844","observed_orcids":["https://orcid.org/0000-0001-9939-4844"]},"institutions":[{"id":"https://openalex.org/I159219196","display_name":"Rajasthan Technical University","ror":"https://ror.org/056bber35","country_code":"IN","type":"education","lineage":["https://openalex.org/I159219196"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Jitendra Khatti","raw_affiliation_strings":["Department of Civil Engineering, Rajasthan Technical University, Kota, Rajasthan, India"],"raw_orcid":"https://orcid.org/0000-0001-9939-4844","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Rajasthan Technical University, Kota, Rajasthan, India","institution_ids":["https://openalex.org/I159219196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064414390","display_name":"Abidhan Bardhan","orcid":"https://orcid.org/0000-0003-1956-5709","observed_orcids":["https://orcid.org/0000-0003-1956-5709"]},"institutions":[{"id":"https://openalex.org/I11793825","display_name":"National Institute of Technology Patna","ror":"https://ror.org/056wyhh33","country_code":"IN","type":"education","lineage":["https://openalex.org/I11793825","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Abidhan Bardhan","raw_affiliation_strings":["Department of Civil Engineering, National Institute of Technology Patna, Bihar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, National Institute of Technology Patna, Bihar, India","institution_ids":["https://openalex.org/I11793825"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5081718794"],"corresponding_institution_ids":["https://openalex.org/I159219196"],"apc_list":{"value":3190,"currency":"USD","value_usd":3190},"apc_paid":null,"fwci":0.6221,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.58852152,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"19","issue":"11","first_page":"3967","last_page":"3998"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11375","display_name":"Geotechnical Engineering and Soil Stabilization","score":0.8057000041007996,"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/T11375","display_name":"Geotechnical Engineering and Soil Stabilization","score":0.8057000041007996,"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/T12865","display_name":"Tailings Management and Properties","score":0.05180000141263008,"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/T13236","display_name":"Geotechnical and construction materials studies","score":0.033799998462200165,"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/resilient-modulus","display_name":"resilient modulus","score":0.7649999856948853},{"id":"https://openalex.org/keywords/soil-cement","display_name":"soil-cement","score":0.7480000257492065},{"id":"https://openalex.org/keywords/xgboost","display_name":"XGBoost","score":0.8320000171661377},{"id":"https://openalex.org/keywords/metaheuristic-optimization","display_name":"metaheuristic optimization","score":0.6729999780654907},{"id":"https://openalex.org/keywords/repeated-load-triaxial-test","display_name":"repeated load triaxial testing","score":0.7950000166893005},{"id":"https://openalex.org/keywords/bulk-stress","display_name":"bulk stress","score":0.7080000042915344},{"id":"https://openalex.org/keywords/cement-content","display_name":"cement content","score":0.7960000038146973},{"id":"https://openalex.org/keywords/curing-time","display_name":"curing time","score":0.9789999723434448},{"id":"https://openalex.org/keywords/deviatoric-stress","display_name":"deviatoric stress","score":0.8460000157356262},{"id":"https://openalex.org/keywords/soil-stabilization","display_name":"soil stabilization","score":0.5479999780654907},{"id":"https://openalex.org/keywords/tailings-reuse","display_name":"tailings reuse","score":0.5329999923706055},{"id":"https://openalex.org/keywords/shap-analysis","display_name":"SHAP analysis","score":0.41999998688697815}],"concepts":[{"id":"https://openalex.org/C5166401","wikidata":"https://www.wikidata.org/wiki/Q1784525","display_name":"Tailings","level":2,"score":0.7605000138282776},{"id":"https://openalex.org/C138782731","wikidata":"https://www.wikidata.org/wiki/Q2782134","display_name":"Beneficiation","level":2,"score":0.6685000061988831},{"id":"https://openalex.org/C2779748816","wikidata":"https://www.wikidata.org/wiki/Q191552","display_name":"Iron ore","level":2,"score":0.5284000039100647},{"id":"https://openalex.org/C2777781897","wikidata":"https://www.wikidata.org/wiki/Q181395","display_name":"Magnetite","level":2,"score":0.5059999823570251},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.4397999942302704},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4336000084877014},{"id":"https://openalex.org/C85296223","wikidata":"https://www.wikidata.org/wiki/Q2076369","display_name":"Dewatering","level":2,"score":0.4228000044822693},{"id":"https://openalex.org/C193867417","wikidata":"https://www.wikidata.org/wiki/Q6889814","display_name":"Modulus","level":2,"score":0.414900004863739},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.38989999890327454},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.37720000743865967},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.31360000371932983},{"id":"https://openalex.org/C2779585090","wikidata":"https://www.wikidata.org/wiki/Q3457762","display_name":"Resilience (materials science)","level":2,"score":0.3084999918937683},{"id":"https://openalex.org/C2775977338","wikidata":"https://www.wikidata.org/wiki/Q2302880","display_name":"Unexploded ordnance","level":2,"score":0.2955000102519989},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.29420000314712524},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2921000123023987},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.2906000018119812},{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.27639999985694885},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.2761000096797943},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.27559998631477356},{"id":"https://openalex.org/C2776648687","wikidata":"https://www.wikidata.org/wiki/Q4496980","display_name":"Tailings dam","level":3,"score":0.2689000070095062},{"id":"https://openalex.org/C522964758","wikidata":"https://www.wikidata.org/wiki/Q2019586","display_name":"Environmental remediation","level":3,"score":0.26589998602867126},{"id":"https://openalex.org/C16674752","wikidata":"https://www.wikidata.org/wiki/Q1370637","display_name":"Mining engineering","level":1,"score":0.25679999589920044},{"id":"https://openalex.org/C164660894","wikidata":"https://www.wikidata.org/wiki/Q2037833","display_name":"Piecewise","level":2,"score":0.25200000405311584}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s42947-025-00665-7","doi":"https://doi.org/10.1007/s42947-025-00665-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s42947-025-00665-7","pdf_url":null,"source":{"id":"https://openalex.org/S2764903752","display_name":"International Journal of Pavement Research and Technology","issn_l":"1996-6814","issn":["1996-6814","1997-1400"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","norway-1","poland-40","russia-white-list-1"],"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":"International Journal of Pavement Research and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.7207000255584717,"display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":100,"referenced_works":["https://openalex.org/W2290883490","https://openalex.org/W2345208410","https://openalex.org/W2805076621","https://openalex.org/W2895269073","https://openalex.org/W2897173266","https://openalex.org/W2922096023","https://openalex.org/W2938536397","https://openalex.org/W2943197862","https://openalex.org/W2950048690","https://openalex.org/W2953850489","https://openalex.org/W2983245206","https://openalex.org/W2989631814","https://openalex.org/W3012536670","https://openalex.org/W3037620936","https://openalex.org/W3110066417","https://openalex.org/W3119051141","https://openalex.org/W3159623433","https://openalex.org/W3179950556","https://openalex.org/W3180098124","https://openalex.org/W3209933769","https://openalex.org/W3215187011","https://openalex.org/W4223539584","https://openalex.org/W4224997309","https://openalex.org/W4281397209","https://openalex.org/W4281780275","https://openalex.org/W4282583562","https://openalex.org/W4283706103","https://openalex.org/W4286007924","https://openalex.org/W4293103672","https://openalex.org/W4293252966","https://openalex.org/W4295678291","https://openalex.org/W4296634920","https://openalex.org/W4300860423","https://openalex.org/W4310211593","https://openalex.org/W4311985949","https://openalex.org/W4313320230","https://openalex.org/W4315881543","https://openalex.org/W4319456306","https://openalex.org/W4324353117","https://openalex.org/W4362733775","https://openalex.org/W4365138343","https://openalex.org/W4366409999","https://openalex.org/W4377098844","https://openalex.org/W4378420875","https://openalex.org/W4379233540","https://openalex.org/W4381847881","https://openalex.org/W4382583035","https://openalex.org/W4383373302","https://openalex.org/W4386253565","https://openalex.org/W4386424496","https://openalex.org/W4386916105","https://openalex.org/W4387170882","https://openalex.org/W4388180594","https://openalex.org/W4388923666","https://openalex.org/W4391312880","https://openalex.org/W4391473646","https://openalex.org/W4391876676","https://openalex.org/W4392219551","https://openalex.org/W4392575889","https://openalex.org/W4392742985","https://openalex.org/W4393047857","https://openalex.org/W4393183666","https://openalex.org/W4394623461","https://openalex.org/W4395466893","https://openalex.org/W4395671166","https://openalex.org/W4395673822","https://openalex.org/W4396912245","https://openalex.org/W4399025650","https://openalex.org/W4399474205","https://openalex.org/W4399488974","https://openalex.org/W4399537457","https://openalex.org/W4399589714","https://openalex.org/W4399868358","https://openalex.org/W4400090777","https://openalex.org/W4400250892","https://openalex.org/W4400562154","https://openalex.org/W4401109220","https://openalex.org/W4401109285","https://openalex.org/W4401198312","https://openalex.org/W4401251956","https://openalex.org/W4401548699","https://openalex.org/W4401888158","https://openalex.org/W4402033320","https://openalex.org/W4402164980","https://openalex.org/W4402504543","https://openalex.org/W4403154906","https://openalex.org/W4403794444","https://openalex.org/W4404199488","https://openalex.org/W4404729585","https://openalex.org/W4405375425","https://openalex.org/W4405656744","https://openalex.org/W4405701350","https://openalex.org/W4406371234","https://openalex.org/W4406630609","https://openalex.org/W4406903981","https://openalex.org/W4407331632","https://openalex.org/W4407549072","https://openalex.org/W4407953476","https://openalex.org/W4408066030","https://openalex.org/W6945443393"],"related_works":["https://openalex.org/W4407331632","https://openalex.org/W4402164980","https://openalex.org/W7125615468","https://openalex.org/W4408379400","https://openalex.org/W4405896541","https://openalex.org/W4282583562","https://openalex.org/W7129724428","https://openalex.org/W4392219551","https://openalex.org/W4403144195","https://openalex.org/W4411049881"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2025-11-19T00:00:00"}
