{"id":"https://openalex.org/W1485242964","doi":"https://doi.org/10.3233/ifs-130873","title":"Prediction of the marshall stability of reinforced asphalt concrete with steel fiber using fuzzy logic","display_name":"Prediction of the marshall stability of reinforced asphalt concrete with steel fiber using fuzzy logic","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1485242964","doi":"https://doi.org/10.3233/ifs-130873","mag":"1485242964"},"language":"en","primary_location":{"id":"doi:10.3233/ifs-130873","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-130873","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/20.500.12684/4174","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006636717","display_name":"Sercan Serin","orcid":"https://orcid.org/0000-0001-6025-6233"},"institutions":[{"id":"https://openalex.org/I54001450","display_name":"D\u00fczce \u00dcniversitesi","ror":"https://ror.org/04175wc52","country_code":"TR","type":"education","lineage":["https://openalex.org/I54001450"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Sercan Serin","raw_affiliation_strings":["Civil Engineering Department, Faculty of Technology, Duzce University, Duzce, Turkey","Civil Engineering Department, Faculty of Technology, Duzce University, Duzce, Turkey#TAB#"],"affiliations":[{"raw_affiliation_string":"Civil Engineering Department, Faculty of Technology, Duzce University, Duzce, Turkey","institution_ids":["https://openalex.org/I54001450"]},{"raw_affiliation_string":"Civil Engineering Department, Faculty of Technology, Duzce University, Duzce, Turkey#TAB#","institution_ids":["https://openalex.org/I54001450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102707240","display_name":"Nihat Morova","orcid":"https://orcid.org/0000-0002-9158-6523"},"institutions":[{"id":"https://openalex.org/I175124709","display_name":"S\u00fcleyman Demirel University","ror":"https://ror.org/04fjtte88","country_code":"TR","type":"education","lineage":["https://openalex.org/I175124709"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Nihat Morova","raw_affiliation_strings":["Manufacturing Engineering Department, Faculty of Technology, Suleyman Demirel University, Isparta, Turkey","Manufacturing Engineering Department, Faculty of Technology, Suleyman Demirel University, Isparta, Turkey#TAB#"],"affiliations":[{"raw_affiliation_string":"Manufacturing Engineering Department, Faculty of Technology, Suleyman Demirel University, Isparta, Turkey","institution_ids":["https://openalex.org/I175124709"]},{"raw_affiliation_string":"Manufacturing Engineering Department, Faculty of Technology, Suleyman Demirel University, Isparta, Turkey#TAB#","institution_ids":["https://openalex.org/I175124709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016515556","display_name":"Mehmet Saltan","orcid":"https://orcid.org/0000-0001-6221-4918"},"institutions":[{"id":"https://openalex.org/I175124709","display_name":"S\u00fcleyman Demirel University","ror":"https://ror.org/04fjtte88","country_code":"TR","type":"education","lineage":["https://openalex.org/I175124709"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet Saltan","raw_affiliation_strings":["Civil Engineering Department, Faculty of Engineering, Suleyman Demirel University, Isparta, Turkey"],"affiliations":[{"raw_affiliation_string":"Civil Engineering Department, Faculty of Engineering, Suleyman Demirel University, Isparta, Turkey","institution_ids":["https://openalex.org/I175124709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041323441","display_name":"Serdal Terzi","orcid":"https://orcid.org/0000-0002-4776-824X"},"institutions":[{"id":"https://openalex.org/I175124709","display_name":"S\u00fcleyman Demirel University","ror":"https://ror.org/04fjtte88","country_code":"TR","type":"education","lineage":["https://openalex.org/I175124709"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Serdal Terzi","raw_affiliation_strings":["Civil Engineering Department, Faculty of Engineering, Suleyman Demirel University, Isparta, Turkey"],"affiliations":[{"raw_affiliation_string":"Civil Engineering Department, Faculty of Engineering, Suleyman Demirel University, Isparta, Turkey","institution_ids":["https://openalex.org/I175124709"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102754110","display_name":"Mustafa Kara\u015fahin","orcid":"https://orcid.org/0000-0003-0469-4348"},"institutions":[{"id":"https://openalex.org/I67581229","display_name":"Istanbul University","ror":"https://ror.org/03a5qrr21","country_code":"TR","type":"education","lineage":["https://openalex.org/I67581229"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mustafa Kara\u015fahin","raw_affiliation_strings":["Civil Engineering Department, Faculty of Engineering, \u0130stanbul University, Avcilar \u0130stanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Civil Engineering Department, Faculty of Engineering, \u0130stanbul University, Avcilar \u0130stanbul, Turkey","institution_ids":["https://openalex.org/I67581229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5006636717"],"corresponding_institution_ids":["https://openalex.org/I54001450"],"apc_list":null,"apc_paid":null,"fwci":1.1346,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.7865988,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"26","issue":"4","first_page":"1943","last_page":"1950"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10264","display_name":"Asphalt Pavement Performance Evaluation","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/T10264","display_name":"Asphalt Pavement Performance Evaluation","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/T11606","display_name":"Infrastructure Maintenance and Monitoring","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"}},{"id":"https://openalex.org/T13596","display_name":"Grouting, Rheology, and Soil Mechanics","score":0.9825000166893005,"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/asphalt","display_name":"Asphalt","score":0.6280574798583984},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5861656665802002},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5490919351577759},{"id":"https://openalex.org/keywords/asphalt-concrete","display_name":"Asphalt concrete","score":0.4433702230453491},{"id":"https://openalex.org/keywords/fiber-reinforced-concrete","display_name":"Fiber-reinforced concrete","score":0.4369352459907532},{"id":"https://openalex.org/keywords/fiber","display_name":"Fiber","score":0.4296315312385559},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.41475069522857666},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.40769559144973755},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3741745948791504},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.28611624240875244},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19720551371574402},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14993193745613098},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.08970761299133301}],"concepts":[{"id":"https://openalex.org/C168056786","wikidata":"https://www.wikidata.org/wiki/Q202251","display_name":"Asphalt","level":2,"score":0.6280574798583984},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5861656665802002},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5490919351577759},{"id":"https://openalex.org/C2778713851","wikidata":"https://www.wikidata.org/wiki/Q189259","display_name":"Asphalt concrete","level":3,"score":0.4433702230453491},{"id":"https://openalex.org/C2779016933","wikidata":"https://www.wikidata.org/wiki/Q1397403","display_name":"Fiber-reinforced concrete","level":3,"score":0.4369352459907532},{"id":"https://openalex.org/C519885992","wikidata":"https://www.wikidata.org/wiki/Q161","display_name":"Fiber","level":2,"score":0.4296315312385559},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.41475069522857666},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.40769559144973755},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3741745948791504},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.28611624240875244},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19720551371574402},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14993193745613098},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.08970761299133301}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/ifs-130873","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ifs-130873","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:acikerisim.duzce.edu.tr:20.500.12684/4174","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12684/4174","pdf_url":null,"source":{"id":"https://openalex.org/S4377196355","display_name":"DSpace - D\u00fczce (Duzce University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I54001450","host_organization_name":"D\u00fczce \u00dcniversitesi","host_organization_lineage":["https://openalex.org/I54001450"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:acikerisim.duzce.edu.tr:20.500.12684/4174","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.12684/4174","pdf_url":null,"source":{"id":"https://openalex.org/S4377196355","display_name":"DSpace - D\u00fczce (Duzce University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I54001450","host_organization_name":"D\u00fczce \u00dcniversitesi","host_organization_lineage":["https://openalex.org/I54001450"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1606396071","https://openalex.org/W1728061220","https://openalex.org/W1969364128","https://openalex.org/W1970104171","https://openalex.org/W1971746786","https://openalex.org/W1982248755","https://openalex.org/W1985149589","https://openalex.org/W1986114425","https://openalex.org/W1999098812","https://openalex.org/W2002298869","https://openalex.org/W2010222480","https://openalex.org/W2021810715","https://openalex.org/W2031215955","https://openalex.org/W2032324917","https://openalex.org/W2034341715","https://openalex.org/W2044685591","https://openalex.org/W2053662940","https://openalex.org/W2059747099","https://openalex.org/W2067488172","https://openalex.org/W2074919181","https://openalex.org/W2086455376","https://openalex.org/W2097070485","https://openalex.org/W2099686024","https://openalex.org/W2104547529","https://openalex.org/W2105489270","https://openalex.org/W2124433459","https://openalex.org/W2312781785","https://openalex.org/W2359580646","https://openalex.org/W2360624621","https://openalex.org/W2384769798","https://openalex.org/W2390947177","https://openalex.org/W3133156187"],"related_works":["https://openalex.org/W2356117781","https://openalex.org/W4239581283","https://openalex.org/W587358849","https://openalex.org/W1499124204","https://openalex.org/W2507496256","https://openalex.org/W2389249316","https://openalex.org/W3186523053","https://openalex.org/W2311075408","https://openalex.org/W3134577712","https://openalex.org/W1994636844"],"abstract_inverted_index":{"In":[0],"this":[1],"study,":[2],"Marshall":[3],"Stability":[4],"(MS)":[5],"of":[6,60],"steel":[7,16],"fiber":[8,17],"reinforced":[9],"asphalt":[10,61],"concrete":[11,62],"has":[12,52],"been":[13],"predicted":[14],"using":[15],"rate":[18],"(0%,":[19],"0.25%,":[20],"0.50%,":[21],"0.75%,":[22],"1.0%,":[23],"1.5%,":[24],"2.0%":[25],"and":[26,32,34],"2.5%),":[27],"bitumen":[28],"content":[29],"(5%,":[30],"5.5%":[31],"6.0%)":[33],"unit":[35],"weights":[36],"(2,465\u20132,515":[37],"(gr/cm":[38],"3":[39],"))":[40],"by":[41],"Fuzzy":[42],"Logic":[43],"(FL).":[44],"Results":[45],"have":[46],"shown":[47],"that":[48],"developed":[49],"FL":[50],"model":[51],"a":[53],"strong":[54],"potential":[55],"for":[56],"predicting":[57],"the":[58],"MS":[59],"without":[63],"performing":[64],"any":[65],"experimental":[66],"studies.":[67]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-25T14:43:58.451035","created_date":"2025-10-10T00:00:00"}
