{"id":"https://openalex.org/W4293085201","doi":"https://doi.org/10.1007/s12517-022-09875-w","title":"Determination of shear strength of coarse-grained soils based on their index properties: a comparison between different statistical approaches","display_name":"Determination of shear strength of coarse-grained soils based on their index properties: a comparison between different statistical approaches","publication_year":2022,"publication_date":"2022-03-23","ids":{"openalex":"https://openalex.org/W4293085201","doi":"https://doi.org/10.1007/s12517-022-09875-w"},"language":"en","primary_location":{"id":"doi:10.1007/s12517-022-09875-w","doi":"https://doi.org/10.1007/s12517-022-09875-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12517-022-09875-w","pdf_url":null,"source":{"id":"https://openalex.org/S38407038","display_name":"Arabian Journal of Geosciences","issn_l":"1866-7511","issn":["1866-7511","1866-7538"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","vabb-shw"],"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":"Arabian Journal of Geosciences","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/A5088585386","display_name":"Malek Abozraig","orcid":"https://orcid.org/0000-0003-1163-2145","observed_orcids":["https://orcid.org/0000-0003-1163-2145"]},"institutions":[{"id":"https://openalex.org/I23906160","display_name":"University of Tripoli","ror":"https://ror.org/00taa2s29","country_code":"LY","type":"education","lineage":["https://openalex.org/I23906160"]}],"countries":["LY"],"is_corresponding":true,"raw_author_name":"Malek Abozraig","raw_affiliation_strings":["Department of Civil Engineering, University of Tripoli, Tripoli, Libya"],"raw_orcid":"https://orcid.org/0000-0003-1163-2145","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Tripoli, Tripoli, Libya","institution_ids":["https://openalex.org/I23906160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082686548","display_name":"Bahad\u0131r Ok","orcid":"https://orcid.org/0000-0001-8333-5671","observed_orcids":["https://orcid.org/0000-0001-8333-5671"]},"institutions":[{"id":"https://openalex.org/I50379099","display_name":"Adana Science and Technology University","ror":"https://ror.org/013z3yn41","country_code":"TR","type":"education","lineage":["https://openalex.org/I50379099"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Bahadir Ok","raw_affiliation_strings":["Department of Civil Engineering, Adana Alparslan Turkes Science and Technology University, Adana, Turkey"],"raw_orcid":"https://orcid.org/0000-0001-8333-5671","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Adana Alparslan Turkes Science and Technology University, Adana, Turkey","institution_ids":["https://openalex.org/I50379099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078332285","display_name":"Abdulazim Yildiz","orcid":"https://orcid.org/0000-0002-6755-1902","observed_orcids":["https://orcid.org/0000-0002-6755-1902"]},"institutions":[{"id":"https://openalex.org/I55931168","display_name":"Cukurova University","ror":"https://ror.org/05wxkj555","country_code":"TR","type":"education","lineage":["https://openalex.org/I55931168"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Abdulazim Yildiz","raw_affiliation_strings":["Department of Civil Engineering, Cukurova University, Adana, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-6755-1902","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Cukurova University, Adana, Turkey","institution_ids":["https://openalex.org/I55931168"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5078332285","https://openalex.org/A5082686548","https://openalex.org/A5088585386"],"corresponding_institution_ids":["https://openalex.org/I23906160","https://openalex.org/I50379099","https://openalex.org/I55931168"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":0.7408,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.63621953,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"15","issue":"7","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10233","display_name":"Geotechnical Engineering and Soil Mechanics","score":0.8378999829292297,"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/T10233","display_name":"Geotechnical Engineering and Soil Mechanics","score":0.8378999829292297,"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":0.07370000332593918,"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":0.03750000149011612,"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/shear-strength","display_name":"shear strength","score":0.9169999957084656},{"id":"https://openalex.org/keywords/coarse-grained-soils","display_name":"coarse-grained soils","score":0.8899999856948853},{"id":"https://openalex.org/keywords/granular-soils","display_name":"granular soils","score":0.9290000200271606},{"id":"https://openalex.org/keywords/peak-friction-angle","display_name":"peak friction angle","score":0.8379999995231628},{"id":"https://openalex.org/keywords/index-properties","display_name":"index properties","score":0.9290000200271606},{"id":"https://openalex.org/keywords/machine-learning-prediction","display_name":"machine learning prediction","score":0.8339999914169312},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.871999979019165},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.996999979019165},{"id":"https://openalex.org/keywords/locally-weighted-linear-regression","display_name":"locally weighted linear regression","score":0.9700000286102295},{"id":"https://openalex.org/keywords/m5-tree","display_name":"M5 tree","score":0.652999997138977},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.8980000019073486},{"id":"https://openalex.org/keywords/linear-regression","display_name":"linear regression","score":0.9100000262260437},{"id":"https://openalex.org/keywords/direct-shear-test","display_name":"direct shear test","score":0.6209999918937683},{"id":"https://openalex.org/keywords/soil-classification","display_name":"soil classification","score":0.6039999723434448},{"id":"https://openalex.org/keywords/relative-density","display_name":"relative density","score":0.7770000100135803},{"id":"https://openalex.org/keywords/effective-particle-size","display_name":"effective particle size","score":0.7490000128746033},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"hyperparameter optimization","score":0.8610000014305115}],"concepts":[{"id":"https://openalex.org/C29314403","wikidata":"https://www.wikidata.org/wiki/Q15637103","display_name":"Gradation","level":2,"score":0.653556764125824},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.5699781775474548},{"id":"https://openalex.org/C176071119","wikidata":"https://www.wikidata.org/wiki/Q1261042","display_name":"Cone penetration test","level":2,"score":0.5657551884651184},{"id":"https://openalex.org/C41151612","wikidata":"https://www.wikidata.org/wiki/Q5280388","display_name":"Direct shear test","level":3,"score":0.5523729920387268},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.5436559915542603},{"id":"https://openalex.org/C98214672","wikidata":"https://www.wikidata.org/wiki/Q1501923","display_name":"Penetration test","level":3,"score":0.5161629319190979},{"id":"https://openalex.org/C130402806","wikidata":"https://www.wikidata.org/wiki/Q5361768","display_name":"Random field","level":2,"score":0.46779781579971313},{"id":"https://openalex.org/C2992277244","wikidata":"https://www.wikidata.org/wiki/Q82580","display_name":"Friction angle","level":2,"score":0.4520525634288788},{"id":"https://openalex.org/C127893833","wikidata":"https://www.wikidata.org/wiki/Q7492185","display_name":"Shear strength (soil)","level":3,"score":0.4446384906768799},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.44379085302352905},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.44323113560676575},{"id":"https://openalex.org/C96035792","wikidata":"https://www.wikidata.org/wiki/Q43606218","display_name":"Shear (geology)","level":2,"score":0.3968876302242279},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.3821563124656677},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2968059182167053},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2875882387161255},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2841445803642273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1972070038318634},{"id":"https://openalex.org/C5900021","wikidata":"https://www.wikidata.org/wiki/Q163082","display_name":"Petrology","level":1,"score":0.0},{"id":"https://openalex.org/C182377489","wikidata":"https://www.wikidata.org/wiki/Q337829","display_name":"Subgrade","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12517-022-09875-w","doi":"https://doi.org/10.1007/s12517-022-09875-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12517-022-09875-w","pdf_url":null,"source":{"id":"https://openalex.org/S38407038","display_name":"Arabian Journal of Geosciences","issn_l":"1866-7511","issn":["1866-7511","1866-7538"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","poland-20","vabb-shw"],"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":"Arabian Journal of Geosciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1577484784","https://openalex.org/W1980614528","https://openalex.org/W2023765532","https://openalex.org/W2023773895","https://openalex.org/W2032331758","https://openalex.org/W2039037503","https://openalex.org/W2041952459","https://openalex.org/W2052987790","https://openalex.org/W2057393528","https://openalex.org/W2066380554","https://openalex.org/W2068899456","https://openalex.org/W2070299575","https://openalex.org/W2075296044","https://openalex.org/W2075800073","https://openalex.org/W2085007079","https://openalex.org/W2109763420","https://openalex.org/W2115917554","https://openalex.org/W2325553027","https://openalex.org/W2418032828","https://openalex.org/W2746706136","https://openalex.org/W2770653895","https://openalex.org/W2792148572","https://openalex.org/W2797086020","https://openalex.org/W2890028683","https://openalex.org/W2902157224","https://openalex.org/W2964263846","https://openalex.org/W3026483341","https://openalex.org/W3049105058","https://openalex.org/W4235743828","https://openalex.org/W4252006841"],"related_works":["https://openalex.org/W4403599144","https://openalex.org/W7164581028","https://openalex.org/W4414212299","https://openalex.org/W7215106890","https://openalex.org/W4398224496","https://openalex.org/W7219214510","https://openalex.org/W4410430082","https://openalex.org/W7134134177","https://openalex.org/W7130388717","https://openalex.org/W7201989349"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2022-08-26T00:00:00"}