{"id":"https://openalex.org/W1974311482","doi":"https://doi.org/10.5539/cis.v3n3p122","title":"Comparison of Fuzzy Inference System and Multiple Regression to Predict Synthetic Envelopes Clogging","display_name":"Comparison of Fuzzy Inference System and Multiple Regression to Predict Synthetic Envelopes Clogging","publication_year":2010,"publication_date":"2010-07-20","ids":{"openalex":"https://openalex.org/W1974311482","doi":"https://doi.org/10.5539/cis.v3n3p122","mag":"1974311482"},"language":"en","primary_location":{"id":"doi:10.5539/cis.v3n3p122","is_oa":true,"landing_page_url":"https://doi.org/10.5539/cis.v3n3p122","pdf_url":"https://ccsenet.org/journal/index.php/cis/article/download/5031/5437","source":{"id":"https://openalex.org/S2764452479","display_name":"Computer and Information Science","issn_l":"1913-8989","issn":["1913-8989","1913-8997"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322531","host_organization_name":"Canadian Center of Science and Education","host_organization_lineage":["https://openalex.org/P4310322531"],"host_organization_lineage_names":["Canadian Center of Science and Education"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Information Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ccsenet.org/journal/index.php/cis/article/download/5031/5437","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063152192","display_name":"Bakhtiar Karimi","orcid":"https://orcid.org/0000-0002-0045-3582"},"institutions":[{"id":"https://openalex.org/I2801954088","display_name":"Islamic Azad University of Kermanshah","ror":"https://ror.org/05sehyt57","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433","https://openalex.org/I2801954088"]},{"id":"https://openalex.org/I110525433","display_name":"Islamic Azad University, Tehran","ror":"https://ror.org/01kzn7k21","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Bakhtiar Karimi","raw_affiliation_strings":["Student, Irrigation and Drainage Engineering, Member of Young Researchers Club of Islamic Azad University Branch of Kermanshah, Kermanshah, Iran","Irrigation and Drainage Engineering, Member of Young Researchers, Club of Islamic Azad University"],"affiliations":[{"raw_affiliation_string":"Student, Irrigation and Drainage Engineering, Member of Young Researchers Club of Islamic Azad University Branch of Kermanshah, Kermanshah, Iran","institution_ids":["https://openalex.org/I2801954088"]},{"raw_affiliation_string":"Irrigation and Drainage Engineering, Member of Young Researchers, Club of Islamic Azad University","institution_ids":["https://openalex.org/I110525433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072820572","display_name":"Farhad Mirzaei","orcid":"https://orcid.org/0000-0003-3168-1235"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Farhad Mirzaei","raw_affiliation_strings":["Department of Irrigation and Reclamation Engineering, Faculty of Agricultural Engineering and Technology, University of Tehran"],"affiliations":[{"raw_affiliation_string":"Department of Irrigation and Reclamation Engineering, Faculty of Agricultural Engineering and Technology, University of Tehran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063953209","display_name":"Mohammad Javad Nahvinia","orcid":"https://orcid.org/0000-0002-5833-7744"},"institutions":[{"id":"https://openalex.org/I23946033","display_name":"University of Tehran","ror":"https://ror.org/05vf56z40","country_code":"IR","type":"education","lineage":["https://openalex.org/I23946033"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Mohammad Javad Nahvinia","raw_affiliation_strings":["Department of Irrigation and Reclamation Engineering Faculty of Agricultural Engineering and Technology, University of Tehran, Karaj, Iran","Department of Irrigation and Reclamation Engineering, Faculty of Agricultural Engineering and Technology, University of Tehran"],"affiliations":[{"raw_affiliation_string":"Department of Irrigation and Reclamation Engineering Faculty of Agricultural Engineering and Technology, University of Tehran, Karaj, Iran","institution_ids":["https://openalex.org/I23946033"]},{"raw_affiliation_string":"Department of Irrigation and Reclamation Engineering, Faculty of Agricultural Engineering and Technology, University of Tehran","institution_ids":["https://openalex.org/I23946033"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110655319","display_name":"Behnam Ababaei","orcid":null},"institutions":[{"id":"https://openalex.org/I110525433","display_name":"Islamic Azad University, Tehran","ror":"https://ror.org/01kzn7k21","country_code":"IR","type":"education","lineage":["https://openalex.org/I110525433"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Behnam Ababaei","raw_affiliation_strings":["Irrigation and Drainage Engineering, Member of Young Researchers, Club of Islamic Azad University"],"affiliations":[{"raw_affiliation_string":"Irrigation and Drainage Engineering, Member of Young Researchers, Club of Islamic Azad University","institution_ids":["https://openalex.org/I110525433"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5063152192"],"corresponding_institution_ids":["https://openalex.org/I110525433","https://openalex.org/I2801954088"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15876055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11375","display_name":"Geotechnical Engineering and Soil Stabilization","score":0.9952999949455261,"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/T11375","display_name":"Geotechnical Engineering and Soil Stabilization","score":0.9952999949455261,"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/T11952","display_name":"Landfill Environmental Impact Studies","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13596","display_name":"Grouting, Rheology, and Soil Mechanics","score":0.9937999844551086,"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/clogging","display_name":"Clogging","score":0.9315170645713806},{"id":"https://openalex.org/keywords/fuzzy-inference-system","display_name":"Fuzzy inference system","score":0.6186303496360779},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6125469207763672},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5910696387290955},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5765098333358765},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5235937833786011},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.5235792398452759},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.48217907547950745},{"id":"https://openalex.org/keywords/envelope","display_name":"Envelope (radar)","score":0.47843340039253235},{"id":"https://openalex.org/keywords/inference-system","display_name":"Inference system","score":0.4149261713027954},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3656194806098938},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3560199737548828},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.33763957023620605},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3005416691303253},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2668091058731079},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.24323514103889465},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22015133500099182},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08221593499183655}],"concepts":[{"id":"https://openalex.org/C2778152828","wikidata":"https://www.wikidata.org/wiki/Q488656","display_name":"Clogging","level":2,"score":0.9315170645713806},{"id":"https://openalex.org/C2987376176","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy inference system","level":5,"score":0.6186303496360779},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6125469207763672},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5910696387290955},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5765098333358765},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5235937833786011},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5235792398452759},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.48217907547950745},{"id":"https://openalex.org/C65155139","wikidata":"https://www.wikidata.org/wiki/Q5380912","display_name":"Envelope (radar)","level":3,"score":0.47843340039253235},{"id":"https://openalex.org/C2988105877","wikidata":"https://www.wikidata.org/wiki/Q1341685","display_name":"Inference system","level":5,"score":0.4149261713027954},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3656194806098938},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3560199737548828},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.33763957023620605},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3005416691303253},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2668091058731079},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.24323514103889465},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22015133500099182},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08221593499183655},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5539/cis.v3n3p122","is_oa":true,"landing_page_url":"https://doi.org/10.5539/cis.v3n3p122","pdf_url":"https://ccsenet.org/journal/index.php/cis/article/download/5031/5437","source":{"id":"https://openalex.org/S2764452479","display_name":"Computer and Information Science","issn_l":"1913-8989","issn":["1913-8989","1913-8997"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322531","host_organization_name":"Canadian Center of Science and Education","host_organization_lineage":["https://openalex.org/P4310322531"],"host_organization_lineage_names":["Canadian Center of Science and Education"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Information Science","raw_type":"journal-article"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:6a82c8a","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.5539/cis.v3n3p122","is_oa":true,"landing_page_url":"https://doi.org/10.5539/cis.v3n3p122","pdf_url":"https://ccsenet.org/journal/index.php/cis/article/download/5031/5437","source":{"id":"https://openalex.org/S2764452479","display_name":"Computer and Information Science","issn_l":"1913-8989","issn":["1913-8989","1913-8997"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322531","host_organization_name":"Canadian Center of Science and Education","host_organization_lineage":["https://openalex.org/P4310322531"],"host_organization_lineage_names":["Canadian Center of Science and Education"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Information Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Clean water and sanitation","score":0.6700000166893005,"id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1974311482.pdf","grobid_xml":"https://content.openalex.org/works/W1974311482.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W1522503942","https://openalex.org/W1805782476","https://openalex.org/W1979310959","https://openalex.org/W2067485212","https://openalex.org/W2076067487","https://openalex.org/W2094331647","https://openalex.org/W2153185122"],"related_works":["https://openalex.org/W4319296131","https://openalex.org/W2181415496","https://openalex.org/W2389800468","https://openalex.org/W3144388600","https://openalex.org/W2741640651","https://openalex.org/W2392430664","https://openalex.org/W2350818295","https://openalex.org/W4322732584","https://openalex.org/W2120941411","https://openalex.org/W1848737848"],"abstract_inverted_index":{"Geo-synthetic":[0],"materials":[1],"are":[2,15,71,109],"being":[3,22],"used":[4,23,31],"with":[5,95],"acceptable":[6],"performance":[7],"in":[8,24,32,93,135],"soil":[9],"and":[10,49,69,74,77,83,98,107,112],"water":[11],"projects":[12],"worldwide.":[13],"Geotextiles":[14],"one":[16],"of":[17,20,29,79,100,118],"the":[18,33,63],"categories":[19],"geo-synthetics":[21],"drainage":[25],"systems.":[26],"First":[27],"generation":[28],"geotextiles":[30],"late":[34],"1950\u2019s":[35],"as":[36],"an":[37],"alternative":[38],"for":[39,66,104],"gravel":[40],"envelopes.":[41],"In":[42,59],"this":[43,88,119],"research":[44,120],"two":[45],"methods":[46],"(multiple":[47],"regression":[48,61,97],"fuzzy":[50,80,122],"interference":[51,81,123],"system)":[52],"evaluate":[53],"to":[54,132],"predict":[55,133],"synthetic":[56],"envelope":[57],"clogging.":[58],"multiple":[60,96],"method":[62,89],"correlation":[64],"coefficients":[65],"PP450,":[67,105],"PP700":[68,106],"PP900":[70,108],"62.66%,":[72],"79.37%":[73],"90.62%,":[75],"respectively":[76],"results":[78,117],"system":[82],"decision":[84,127],"tree":[85,128],"showed":[86,121],"that":[87],"have":[90,129],"high":[91,130],"potential":[92,131],"comparison":[94],"values":[99],"total":[101],"classification":[102],"accuracy":[103],"98.6%,":[110],"97.3%":[111],"98%":[113],"respectively.":[114],"Then":[115],"final":[116],"systems":[124],"by":[125],"using":[126],"clogging":[134],"envelops.":[136]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
