{"id":"https://openalex.org/W4394820970","doi":"https://doi.org/10.1007/s00521-024-09734-7","title":"Predicting the maximum dry density and optimum moisture content from soil index properties using efficient soft computing techniques","display_name":"Predicting the maximum dry density and optimum moisture content from soil index properties using efficient soft computing techniques","publication_year":2024,"publication_date":"2024-04-15","ids":{"openalex":"https://openalex.org/W4394820970","doi":"https://doi.org/10.1007/s00521-024-09734-7"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-024-09734-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-09734-7","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/A5072590428","display_name":"Hunar Farid Hama Ali","orcid":"https://orcid.org/0000-0002-9728-2483"},"institutions":[{"id":"https://openalex.org/I3132684365","display_name":"University of Halabja","ror":"https://ror.org/037fm3958","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3132684365"]}],"countries":["IQ"],"is_corresponding":true,"raw_author_name":"Hunar Farid Hama Ali","raw_affiliation_strings":["Department of Civil Engineering, University of Halabja, Halabja, Iraq"],"raw_orcid":"https://orcid.org/0000-0002-9728-2483","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Halabja, Halabja, Iraq","institution_ids":["https://openalex.org/I3132684365"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046163904","display_name":"Bashdar Omer","orcid":"https://orcid.org/0000-0001-7095-7789"},"institutions":[{"id":"https://openalex.org/I3132703562","display_name":"University of Raparin","ror":"https://ror.org/00fs9wb06","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3132703562"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Bashdar Omer","raw_affiliation_strings":["Civil Engineering Department, University of Raparin, Rania, Sulaymaniyah, Iraq"],"raw_orcid":"https://orcid.org/0000-0001-7095-7789","affiliations":[{"raw_affiliation_string":"Civil Engineering Department, University of Raparin, Rania, Sulaymaniyah, Iraq","institution_ids":["https://openalex.org/I3132703562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100628771","display_name":"Ahmed Salih Mohammed","orcid":"https://orcid.org/0000-0003-4306-3274"},"institutions":[{"id":"https://openalex.org/I64952554","display_name":"University of Sulaimani","ror":"https://ror.org/00saanr69","country_code":"IQ","type":"education","lineage":["https://openalex.org/I64952554"]}],"countries":["IQ"],"is_corresponding":true,"raw_author_name":"Ahmed Salih Mohammed","raw_affiliation_strings":["Civil Engineering Department, College of Engineering, University of Sulaimani, Kurdistan, Iraq"],"raw_orcid":"https://orcid.org/0000-0003-4306-3274","affiliations":[{"raw_affiliation_string":"Civil Engineering Department, College of Engineering, University of Sulaimani, Kurdistan, Iraq","institution_ids":["https://openalex.org/I64952554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073546092","display_name":"Rabar H. Faraj","orcid":"https://orcid.org/0000-0003-0810-3867"},"institutions":[{"id":"https://openalex.org/I3132684365","display_name":"University of Halabja","ror":"https://ror.org/037fm3958","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3132684365"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Rabar H. Faraj","raw_affiliation_strings":["Department of Civil Engineering, University of Halabja, Halabja, Iraq"],"raw_orcid":"https://orcid.org/0000-0003-0810-3867","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, University of Halabja, Halabja, Iraq","institution_ids":["https://openalex.org/I3132684365"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072590428","https://openalex.org/A5100628771"],"corresponding_institution_ids":["https://openalex.org/I3132684365","https://openalex.org/I64952554"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":5.2632,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.96232712,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"36","issue":"19","first_page":"11339","last_page":"11369"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10716","display_name":"Soil and Unsaturated Flow","score":0.9995999932289124,"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/T10716","display_name":"Soil and Unsaturated Flow","score":0.9995999932289124,"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":0.9977999925613403,"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":0.9973999857902527,"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/mean-squared-error","display_name":"Mean squared error","score":0.7958482503890991},{"id":"https://openalex.org/keywords/atterberg-limits","display_name":"Atterberg limits","score":0.6969643831253052},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.6123644709587097},{"id":"https://openalex.org/keywords/coefficient-of-determination","display_name":"Coefficient of determination","score":0.5808506011962891},{"id":"https://openalex.org/keywords/water-content","display_name":"Water content","score":0.5737987756729126},{"id":"https://openalex.org/keywords/compaction","display_name":"Compaction","score":0.5394959449768066},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.5235323905944824},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4995555877685547},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.4982144832611084},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.29999783635139465},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.23523291945457458},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.17459091544151306},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11640927195549011}],"concepts":[{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.7958482503890991},{"id":"https://openalex.org/C116973930","wikidata":"https://www.wikidata.org/wiki/Q1143620","display_name":"Atterberg limits","level":3,"score":0.6969643831253052},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.6123644709587097},{"id":"https://openalex.org/C128990827","wikidata":"https://www.wikidata.org/wiki/Q192830","display_name":"Coefficient of determination","level":2,"score":0.5808506011962891},{"id":"https://openalex.org/C24939127","wikidata":"https://www.wikidata.org/wiki/Q373499","display_name":"Water content","level":2,"score":0.5737987756729126},{"id":"https://openalex.org/C196715460","wikidata":"https://www.wikidata.org/wiki/Q1414356","display_name":"Compaction","level":2,"score":0.5394959449768066},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.5235323905944824},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4995555877685547},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.4982144832611084},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.29999783635139465},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.23523291945457458},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.17459091544151306},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11640927195549011}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-024-09734-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-024-09734-7","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":[{"id":"https://metadata.un.org/sdg/15","score":0.6700000166893005,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W63223965","https://openalex.org/W241181002","https://openalex.org/W289434065","https://openalex.org/W1494521555","https://openalex.org/W1974257281","https://openalex.org/W1975025290","https://openalex.org/W1982624242","https://openalex.org/W1983767818","https://openalex.org/W1995223605","https://openalex.org/W1999062794","https://openalex.org/W2001819910","https://openalex.org/W2013257071","https://openalex.org/W2013690727","https://openalex.org/W2028914426","https://openalex.org/W2031781352","https://openalex.org/W2037328743","https://openalex.org/W2040643826","https://openalex.org/W2063940073","https://openalex.org/W2064014275","https://openalex.org/W2065405826","https://openalex.org/W2068390190","https://openalex.org/W2078228920","https://openalex.org/W2078963910","https://openalex.org/W2085368433","https://openalex.org/W2088500682","https://openalex.org/W2096581718","https://openalex.org/W2113113359","https://openalex.org/W2115524907","https://openalex.org/W2135971719","https://openalex.org/W2142284772","https://openalex.org/W2145069160","https://openalex.org/W2150132358","https://openalex.org/W2154294364","https://openalex.org/W2154645460","https://openalex.org/W2202741741","https://openalex.org/W2311533087","https://openalex.org/W2317584130","https://openalex.org/W2334412953","https://openalex.org/W2466511073","https://openalex.org/W2514566556","https://openalex.org/W2579399047","https://openalex.org/W2620837149","https://openalex.org/W2743052769","https://openalex.org/W2789421584","https://openalex.org/W2789813292","https://openalex.org/W2808573307","https://openalex.org/W2891224746","https://openalex.org/W2891718839","https://openalex.org/W2903475424","https://openalex.org/W2914717941","https://openalex.org/W2957234165","https://openalex.org/W2987775039","https://openalex.org/W3003094232","https://openalex.org/W3005680283","https://openalex.org/W3021677106","https://openalex.org/W3027562242","https://openalex.org/W3034200462","https://openalex.org/W3094730839","https://openalex.org/W3124467278","https://openalex.org/W3152500794","https://openalex.org/W3153764057","https://openalex.org/W3168542698","https://openalex.org/W3175272552","https://openalex.org/W3175886500","https://openalex.org/W3195482295","https://openalex.org/W3198247574","https://openalex.org/W3199162930","https://openalex.org/W3211590691","https://openalex.org/W3212817648","https://openalex.org/W3214411757","https://openalex.org/W4210629569","https://openalex.org/W4244842047","https://openalex.org/W4254700102","https://openalex.org/W4292169612","https://openalex.org/W4293762864","https://openalex.org/W4380608423"],"related_works":["https://openalex.org/W2575795810","https://openalex.org/W4383721055","https://openalex.org/W2755828367","https://openalex.org/W2659933339","https://openalex.org/W2364784002","https://openalex.org/W2909099826","https://openalex.org/W4214620440","https://openalex.org/W4309845446","https://openalex.org/W3212595790","https://openalex.org/W3194565370"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
