{"id":"https://openalex.org/W4413490389","doi":"https://doi.org/10.1007/s13042-025-02776-w","title":"Hybrid gradient boosting models for concrete compressive strength classification and prediction","display_name":"Hybrid gradient boosting models for concrete compressive strength classification and prediction","publication_year":2025,"publication_date":"2025-08-25","ids":{"openalex":"https://openalex.org/W4413490389","doi":"https://doi.org/10.1007/s13042-025-02776-w"},"language":"en","primary_location":{"id":"doi:10.1007/s13042-025-02776-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02776-w","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","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/A5092724118","display_name":"Mohamed Kamel Elshaarawy","orcid":"https://orcid.org/0000-0002-1793-5617"},"institutions":[{"id":"https://openalex.org/I126427551","display_name":"Damietta University","ror":"https://ror.org/035h3r191","country_code":"EG","type":"education","lineage":["https://openalex.org/I126427551"]},{"id":"https://openalex.org/I21376657","display_name":"Tanta University","ror":"https://ror.org/016jp5b92","country_code":"EG","type":"education","lineage":["https://openalex.org/I21376657"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Mohamed Kamel Elshaarawy","raw_affiliation_strings":["Civil Engineering Department, Faculty of Engineering, Horus University-Egypt, New Damietta, 34517, Egypt","Civil Engineering Department, Faculty of Engineering, Tanta University, Tanta, 31733, Egypt"],"affiliations":[{"raw_affiliation_string":"Civil Engineering Department, Faculty of Engineering, Horus University-Egypt, New Damietta, 34517, Egypt","institution_ids":["https://openalex.org/I126427551"]},{"raw_affiliation_string":"Civil Engineering Department, Faculty of Engineering, Tanta University, Tanta, 31733, Egypt","institution_ids":["https://openalex.org/I21376657"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008338582","display_name":"Abdelrahman Kamal Hamed","orcid":"https://orcid.org/0000-0002-8501-3673"},"institutions":[{"id":"https://openalex.org/I126427551","display_name":"Damietta University","ror":"https://ror.org/035h3r191","country_code":"EG","type":"education","lineage":["https://openalex.org/I126427551"]},{"id":"https://openalex.org/I21376657","display_name":"Tanta University","ror":"https://ror.org/016jp5b92","country_code":"EG","type":"education","lineage":["https://openalex.org/I21376657"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Abdelrahman Kamal Hamed","raw_affiliation_strings":["Civil Engineering Department, Faculty of Engineering, Horus University-Egypt, New Damietta, 34517, Egypt","Civil Engineering Department, Faculty of Engineering, Tanta University, Tanta, 31733, Egypt"],"affiliations":[{"raw_affiliation_string":"Civil Engineering Department, Faculty of Engineering, Horus University-Egypt, New Damietta, 34517, Egypt","institution_ids":["https://openalex.org/I126427551"]},{"raw_affiliation_string":"Civil Engineering Department, Faculty of Engineering, Tanta University, Tanta, 31733, Egypt","institution_ids":["https://openalex.org/I21376657"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002975078","display_name":"Mostafa M. Alsaadawi","orcid":"https://orcid.org/0000-0002-7407-7647"},"institutions":[{"id":"https://openalex.org/I126427551","display_name":"Damietta University","ror":"https://ror.org/035h3r191","country_code":"EG","type":"education","lineage":["https://openalex.org/I126427551"]},{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mostafa M. Alsaadawi","raw_affiliation_strings":["Civil Engineering Department, Faculty of Engineering, Horus University-Egypt, New Damietta, 34517, Egypt","Structural Engineering Department, Faculty of Engineering, Mansoura University, Mansoura, 35516, Egypt"],"affiliations":[{"raw_affiliation_string":"Civil Engineering Department, Faculty of Engineering, Horus University-Egypt, New Damietta, 34517, Egypt","institution_ids":["https://openalex.org/I126427551"]},{"raw_affiliation_string":"Structural Engineering Department, Faculty of Engineering, Mansoura University, Mansoura, 35516, Egypt","institution_ids":["https://openalex.org/I159247623"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092724118"],"corresponding_institution_ids":["https://openalex.org/I126427551","https://openalex.org/I21376657"],"apc_list":{"value":2790,"currency":"EUR","value_usd":3590},"apc_paid":null,"fwci":4.4909,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.94538905,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":"16","issue":"11","first_page":"8857","last_page":"8891"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10687","display_name":"Innovative concrete reinforcement materials","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"}},"topics":[{"id":"https://openalex.org/T10687","display_name":"Innovative concrete reinforcement materials","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/T12190","display_name":"Innovations in Concrete and Construction Materials","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10033","display_name":"Concrete and Cement Materials Research","score":0.9976999759674072,"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/boosting","display_name":"Boosting (machine learning)","score":0.8086090087890625},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.6813164949417114},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.5661574602127075},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49810171127319336},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4629111886024475},{"id":"https://openalex.org/keywords/compressive-strength","display_name":"Compressive strength","score":0.4503067433834076},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44271978735923767},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.372712105512619},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.2289806306362152},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.15928494930267334},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.08048844337463379}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.8086090087890625},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.6813164949417114},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.5661574602127075},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49810171127319336},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4629111886024475},{"id":"https://openalex.org/C30407753","wikidata":"https://www.wikidata.org/wiki/Q186191","display_name":"Compressive strength","level":2,"score":0.4503067433834076},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44271978735923767},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.372712105512619},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2289806306362152},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.15928494930267334},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.08048844337463379}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13042-025-02776-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13042-025-02776-w","pdf_url":null,"source":{"id":"https://openalex.org/S2764999920","display_name":"International Journal of Machine Learning and Cybernetics","issn_l":"1868-8071","issn":["1868-8071","1868-808X"],"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":"International Journal of Machine Learning and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":129,"referenced_works":["https://openalex.org/W1435587914","https://openalex.org/W2006728025","https://openalex.org/W2012316003","https://openalex.org/W2025124521","https://openalex.org/W2052321038","https://openalex.org/W2054432437","https://openalex.org/W2057721587","https://openalex.org/W2072591099","https://openalex.org/W2096232552","https://openalex.org/W2102336703","https://openalex.org/W2149192839","https://openalex.org/W2283211020","https://openalex.org/W2315719139","https://openalex.org/W2583314205","https://openalex.org/W2653071745","https://openalex.org/W2768218649","https://openalex.org/W2768350808","https://openalex.org/W2805257321","https://openalex.org/W2810153117","https://openalex.org/W2886529392","https://openalex.org/W2893085803","https://openalex.org/W2900997179","https://openalex.org/W2901217219","https://openalex.org/W2920443142","https://openalex.org/W2925700532","https://openalex.org/W2942917447","https://openalex.org/W2951747686","https://openalex.org/W2976353133","https://openalex.org/W2980539464","https://openalex.org/W2987692802","https://openalex.org/W3003359963","https://openalex.org/W3028852288","https://openalex.org/W3041737753","https://openalex.org/W3087991416","https://openalex.org/W3093895805","https://openalex.org/W3096140803","https://openalex.org/W3101095738","https://openalex.org/W3113995462","https://openalex.org/W3125850143","https://openalex.org/W3126997349","https://openalex.org/W3131636996","https://openalex.org/W3133799028","https://openalex.org/W3171788660","https://openalex.org/W3184306506","https://openalex.org/W3193914348","https://openalex.org/W3204631755","https://openalex.org/W3206513349","https://openalex.org/W3210936546","https://openalex.org/W4200551275","https://openalex.org/W4205709586","https://openalex.org/W4213059002","https://openalex.org/W4224236323","https://openalex.org/W4226208560","https://openalex.org/W4281665904","https://openalex.org/W4282829366","https://openalex.org/W4294590177","https://openalex.org/W4298129610","https://openalex.org/W4307022440","https://openalex.org/W4308495732","https://openalex.org/W4308769935","https://openalex.org/W4310856371","https://openalex.org/W4311906439","https://openalex.org/W4312207714","https://openalex.org/W4318485354","https://openalex.org/W4319052131","https://openalex.org/W4320038981","https://openalex.org/W4320341943","https://openalex.org/W4321180748","https://openalex.org/W4361208332","https://openalex.org/W4365517577","https://openalex.org/W4366609671","https://openalex.org/W4377100531","https://openalex.org/W4378228492","https://openalex.org/W4382071793","https://openalex.org/W4384937686","https://openalex.org/W4385294007","https://openalex.org/W4385457091","https://openalex.org/W4385735954","https://openalex.org/W4386188510","https://openalex.org/W4386365388","https://openalex.org/W4386496365","https://openalex.org/W4388251763","https://openalex.org/W4388600888","https://openalex.org/W4388655813","https://openalex.org/W4389151716","https://openalex.org/W4389162812","https://openalex.org/W4389738322","https://openalex.org/W4389762260","https://openalex.org/W4390108621","https://openalex.org/W4390233921","https://openalex.org/W4390455792","https://openalex.org/W4391743923","https://openalex.org/W4391875861","https://openalex.org/W4391934303","https://openalex.org/W4392351628","https://openalex.org/W4392373040","https://openalex.org/W4392454900","https://openalex.org/W4399565285","https://openalex.org/W4399788057","https://openalex.org/W4399893870","https://openalex.org/W4400007867","https://openalex.org/W4400721829","https://openalex.org/W4400812709","https://openalex.org/W4401656326","https://openalex.org/W4401928501","https://openalex.org/W4402723159","https://openalex.org/W4403415683","https://openalex.org/W4404517505","https://openalex.org/W4404653797","https://openalex.org/W4405619681","https://openalex.org/W4405997140","https://openalex.org/W4406090736","https://openalex.org/W4406164429","https://openalex.org/W4406203495","https://openalex.org/W4407285947","https://openalex.org/W4407535679","https://openalex.org/W4407779538","https://openalex.org/W4408059677","https://openalex.org/W4408083661","https://openalex.org/W4408299412","https://openalex.org/W4408905674","https://openalex.org/W4409441835","https://openalex.org/W4409590212","https://openalex.org/W4409894534","https://openalex.org/W4410488882","https://openalex.org/W4411864819","https://openalex.org/W4412785655","https://openalex.org/W4413100371","https://openalex.org/W6888914244"],"related_works":["https://openalex.org/W2967733078","https://openalex.org/W3204430031","https://openalex.org/W3137904399","https://openalex.org/W4310492845","https://openalex.org/W2885778889","https://openalex.org/W4310224730","https://openalex.org/W4289703016","https://openalex.org/W2885516856","https://openalex.org/W3094138326","https://openalex.org/W1968832299"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}