{"id":"https://openalex.org/W2031925939","doi":"https://doi.org/10.1007/s00521-012-1254-1","title":"Prediction of swelling pressures of expansive soils using soft computing methods","display_name":"Prediction of swelling pressures of expansive soils using soft computing methods","publication_year":2012,"publication_date":"2012-11-03","ids":{"openalex":"https://openalex.org/W2031925939","doi":"https://doi.org/10.1007/s00521-012-1254-1","mag":"2031925939"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-012-1254-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-012-1254-1","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/A5007338091","display_name":"Sabriye Banu \u0130kizler","orcid":"https://orcid.org/0000-0002-6820-5593"},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"S. Banu Ikizler","raw_affiliation_strings":["Civil Engineering Department, Karadeniz Technical University, 61080, Trabzon, Turkey","Karadeniz Technical University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Engineering Department, Karadeniz Technical University, 61080, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]},{"raw_affiliation_string":"Karadeniz Technical University","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060144379","display_name":"Mustafa Vekli","orcid":"https://orcid.org/0000-0002-5850-731X"},"institutions":[{"id":"https://openalex.org/I2799303410","display_name":"Yozgat Bozok \u00dcniversitesi","ror":"https://ror.org/04qvdf239","country_code":"TR","type":"education","lineage":["https://openalex.org/I2799303410"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mustafa Vekli","raw_affiliation_strings":["Civil Engineering Department, Bozok University, Yozgat, Turkey","Bozok University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Engineering Department, Bozok University, Yozgat, Turkey","institution_ids":["https://openalex.org/I2799303410"]},{"raw_affiliation_string":"Bozok University","institution_ids":["https://openalex.org/I2799303410"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101476396","display_name":"Emrah Do\u011fan","orcid":"https://orcid.org/0000-0001-5077-6518"},"institutions":[{"id":"https://openalex.org/I103703290","display_name":"Sakarya University","ror":"https://ror.org/04ttnw109","country_code":"TR","type":"education","lineage":["https://openalex.org/I103703290"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Emrah Dogan","raw_affiliation_strings":["Civil Engineering Department, Engineering Faculty, Sakarya University, Esentepe Campus, 54187, Sakarya, Turkey","Sakarya University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Engineering Department, Engineering Faculty, Sakarya University, Esentepe Campus, 54187, Sakarya, Turkey","institution_ids":["https://openalex.org/I103703290"]},{"raw_affiliation_string":"Sakarya University","institution_ids":["https://openalex.org/I103703290"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086703730","display_name":"Mustafa Aytekin","orcid":"https://orcid.org/0000-0003-1354-8211"},"institutions":[{"id":"https://openalex.org/I106663880","display_name":"University of Bahrain","ror":"https://ror.org/0317ekv86","country_code":"BH","type":"education","lineage":["https://openalex.org/I106663880"]},{"id":"https://openalex.org/I8541234","display_name":"University College of Bahrain","ror":"https://ror.org/00m2z1b30","country_code":"BH","type":"education","lineage":["https://openalex.org/I8541234"]}],"countries":["BH"],"is_corresponding":false,"raw_author_name":"Mustafa Aytekin","raw_affiliation_strings":["Department of Civil Engineering and Architecture, University of Bahrain, Isa Town, Kingdom of Bahrain","University of Bahrain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering and Architecture, University of Bahrain, Isa Town, Kingdom of Bahrain","institution_ids":["https://openalex.org/I106663880"]},{"raw_affiliation_string":"University of Bahrain","institution_ids":["https://openalex.org/I106663880","https://openalex.org/I8541234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088255765","display_name":"Fikret Kocaba\u015f","orcid":null},"institutions":[{"id":"https://openalex.org/I254571519","display_name":"Bartin University","ror":"https://ror.org/03te4vd35","country_code":"TR","type":"education","lineage":["https://openalex.org/I254571519"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Fikret Kocabas","raw_affiliation_strings":["Civil Engineering Department, Bartin University, Bartin, Turkey","Bartin University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Civil Engineering Department, Bartin University, Bartin, Turkey","institution_ids":["https://openalex.org/I254571519"]},{"raw_affiliation_string":"Bartin University","institution_ids":["https://openalex.org/I254571519"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5007338091"],"corresponding_institution_ids":["https://openalex.org/I162720556"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":3.2175,"has_fulltext":false,"cited_by_count":41,"citation_normalized_percentile":{"value":0.90606708,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"24","issue":"2","first_page":"473","last_page":"485"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12293","display_name":"Dam Engineering and Safety","score":0.996999979019165,"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/T12293","display_name":"Dam Engineering and Safety","score":0.996999979019165,"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/T13596","display_name":"Grouting, Rheology, and Soil Mechanics","score":0.9968000054359436,"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/T10716","display_name":"Soil and Unsaturated Flow","score":0.9954000115394592,"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/expansive-clay","display_name":"Expansive clay","score":0.8547031879425049},{"id":"https://openalex.org/keywords/swelling","display_name":"Swelling","score":0.6631742715835571},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.5755372047424316},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.5400446653366089},{"id":"https://openalex.org/keywords/solid-mechanics","display_name":"Solid mechanics","score":0.4740728437900543},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.38305044174194336},{"id":"https://openalex.org/keywords/soil-water","display_name":"Soil water","score":0.37749743461608887},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.34452617168426514},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.3326971232891083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.28147390484809875},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.21029219031333923},{"id":"https://openalex.org/keywords/soil-science","display_name":"Soil science","score":0.20259258151054382},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.14772340655326843},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.142045259475708},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.08208110928535461},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.07770073413848877}],"concepts":[{"id":"https://openalex.org/C1121360","wikidata":"https://www.wikidata.org/wiki/Q1626102","display_name":"Expansive clay","level":3,"score":0.8547031879425049},{"id":"https://openalex.org/C2778540859","wikidata":"https://www.wikidata.org/wiki/Q152234","display_name":"Swelling","level":2,"score":0.6631742715835571},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.5755372047424316},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.5400446653366089},{"id":"https://openalex.org/C500666722","wikidata":"https://www.wikidata.org/wiki/Q1080293","display_name":"Solid mechanics","level":2,"score":0.4740728437900543},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.38305044174194336},{"id":"https://openalex.org/C159750122","wikidata":"https://www.wikidata.org/wiki/Q96621023","display_name":"Soil water","level":2,"score":0.37749743461608887},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.34452617168426514},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.3326971232891083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.28147390484809875},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.21029219031333923},{"id":"https://openalex.org/C159390177","wikidata":"https://www.wikidata.org/wiki/Q9161265","display_name":"Soil science","level":1,"score":0.20259258151054382},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.14772340655326843},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.142045259475708},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.08208110928535461},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.07770073413848877}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-012-1254-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-012-1254-1","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":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W103732840","https://openalex.org/W585456164","https://openalex.org/W648998069","https://openalex.org/W1514377788","https://openalex.org/W1550570921","https://openalex.org/W1972844934","https://openalex.org/W1976867185","https://openalex.org/W1983280889","https://openalex.org/W1990544678","https://openalex.org/W1995500411","https://openalex.org/W2003125142","https://openalex.org/W2004196027","https://openalex.org/W2019207321","https://openalex.org/W2020139827","https://openalex.org/W2022227432","https://openalex.org/W2049196405","https://openalex.org/W2074770406","https://openalex.org/W2078670904","https://openalex.org/W2080075452","https://openalex.org/W2082362569","https://openalex.org/W2086570664","https://openalex.org/W2091261318","https://openalex.org/W2122492962","https://openalex.org/W2124485076","https://openalex.org/W2124776405","https://openalex.org/W2130920859","https://openalex.org/W2155482699","https://openalex.org/W2167694888","https://openalex.org/W2170400238","https://openalex.org/W2170575042","https://openalex.org/W2236623899","https://openalex.org/W2264585998","https://openalex.org/W2330096705","https://openalex.org/W2498349561","https://openalex.org/W2531065877","https://openalex.org/W2898916015"],"related_works":["https://openalex.org/W2368515925","https://openalex.org/W2371502604","https://openalex.org/W4389890037","https://openalex.org/W2114654021","https://openalex.org/W2263529430","https://openalex.org/W2380191420","https://openalex.org/W2389800468","https://openalex.org/W4388289694","https://openalex.org/W2996313115","https://openalex.org/W4390764244"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}