{"id":"https://openalex.org/W2143310328","doi":"https://doi.org/10.1109/icsmc.2007.4413857","title":"Combined hybrid clustering techniques and neural fuzzy networks to predict diesel engine emissions","display_name":"Combined hybrid clustering techniques and neural fuzzy networks to predict diesel engine emissions","publication_year":2007,"publication_date":"2007-10-01","ids":{"openalex":"https://openalex.org/W2143310328","doi":"https://doi.org/10.1109/icsmc.2007.4413857","mag":"2143310328"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2007.4413857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2007.4413857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Conference on Systems, Man and Cybernetics","raw_type":"proceedings-article"},"type":"conference-paper","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/A5039978161","display_name":"Jiamei Deng","orcid":"https://orcid.org/0000-0002-0989-1685"},"institutions":[{"id":"https://openalex.org/I162608824","display_name":"University of Sussex","ror":"https://ror.org/00ayhx656","country_code":"GB","type":"education","lineage":["https://openalex.org/I162608824"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jiamei Deng","raw_affiliation_strings":["Department of Engineering and Design, University of Sussex, Brighton, UK","University of Sussex. Brighton"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering and Design, University of Sussex, Brighton, UK","institution_ids":["https://openalex.org/I162608824"]},{"raw_affiliation_string":"University of Sussex. Brighton","institution_ids":["https://openalex.org/I162608824"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113684769","display_name":"Richard Stohnrt","orcid":null},"institutions":[{"id":"https://openalex.org/I162608824","display_name":"University of Sussex","ror":"https://ror.org/00ayhx656","country_code":"GB","type":"education","lineage":["https://openalex.org/I162608824"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard Stohnrt","raw_affiliation_strings":["Department of Engineering and Design, University of Sussex, Brighton, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering and Design, University of Sussex, Brighton, UK","institution_ids":["https://openalex.org/I162608824"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111953394","display_name":"Alexnndros Plianos","orcid":null},"institutions":[{"id":"https://openalex.org/I162608824","display_name":"University of Sussex","ror":"https://ror.org/00ayhx656","country_code":"GB","type":"education","lineage":["https://openalex.org/I162608824"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alexnndros Plianos","raw_affiliation_strings":["Department of Engineering and Design, University of Sussex, Brighton, UK","Department of Engineering & Design, University of Sussex, Brighton BN1 9QT, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering and Design, University of Sussex, Brighton, UK","institution_ids":["https://openalex.org/I162608824"]},{"raw_affiliation_string":"Department of Engineering & Design, University of Sussex, Brighton BN1 9QT, UK","institution_ids":["https://openalex.org/I162608824"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162608824"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2","issue":null,"first_page":"3609","last_page":"3614"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12095","display_name":"Vehicle emissions and performance","score":0.9678999781608582,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/artificial-neural-network","display_name":"Artificial neural network","score":0.5795832872390747},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5689682960510254},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5602195262908936},{"id":"https://openalex.org/keywords/diesel-engine","display_name":"Diesel engine","score":0.47916093468666077},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.47760626673698425},{"id":"https://openalex.org/keywords/diesel-fuel","display_name":"Diesel fuel","score":0.4560007154941559},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.4087039828300476},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.3898661136627197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3820441961288452},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21081992983818054}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5795832872390747},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5689682960510254},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5602195262908936},{"id":"https://openalex.org/C2780804531","wikidata":"https://www.wikidata.org/wiki/Q174174","display_name":"Diesel engine","level":2,"score":0.47916093468666077},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.47760626673698425},{"id":"https://openalex.org/C138171918","wikidata":"https://www.wikidata.org/wiki/Q38423","display_name":"Diesel fuel","level":2,"score":0.4560007154941559},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.4087039828300476},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3898661136627197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3820441961288452},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21081992983818054}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2007.4413857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2007.4413857","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Conference on Systems, Man and Cybernetics","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1570834090","https://openalex.org/W2001851808","https://openalex.org/W2033904036","https://openalex.org/W2036272275","https://openalex.org/W2039351583","https://openalex.org/W2084429251","https://openalex.org/W2117341849","https://openalex.org/W2135525489"],"related_works":["https://openalex.org/W2039485874","https://openalex.org/W2094185759","https://openalex.org/W2472879551","https://openalex.org/W2002060428","https://openalex.org/W3036413875","https://openalex.org/W2062917701","https://openalex.org/W2355920643","https://openalex.org/W4298130764","https://openalex.org/W3201969231","https://openalex.org/W2263586979"],"abstract_inverted_index":{"This":[0,112],"paper":[1,113],"presents":[2],"a":[3,16,41,96,120],"neural":[4,121],"fuzzy":[5,86,91,97,122],"modeling":[6,62,73,87],"ap":[7],"proach":[8],"based":[9],"on":[10],"hybrid":[11,22,115],"clustering":[12,23,116],"technique":[13],"to":[14,39,48,64,118],"predict":[15,49],"diesel":[17,50,74,137],"engine\u2019s":[18,138],"NOx":[19,139],"emissions.":[20,51,140],"A":[21],"algorithm":[24],"is":[25,31,36,83],"provided.":[26],"Since":[27],"the":[28,68,104,109,129],"combustion":[29],"process":[30],"very":[32,132],"complicated,":[33],"therefore,":[34],"it":[35],"almost":[37],"impossible":[38],"find":[40],"simple":[42],"and":[43,79,106],"accurate":[44],"first":[45],"principle":[46],"model":[47,123,130],"Black-box":[52],"models":[53],"implementing":[54],"Artificial":[55],"Intelligent":[56],"Techniques":[57],"must":[58],"be":[59,65],"developed.":[60],"Fuzzy":[61],"seems":[63],"one":[66],"of":[67,108],"most":[69],"suitable":[70],"approach":[71,88],"for":[72,89],"emissions":[75],"with":[76,85,100],"big":[77],"oscillations":[78],"high":[80],"frequency.":[81],"Clustering":[82],"used":[84],"determining":[90],"if-then":[92],"rules,":[93],"so":[94],"that":[95,128],"network,":[98],"trained":[99],"back":[101],"propagation,":[102],"adjusts":[103],"centers":[105],"widths":[107],"membership":[110],"function.":[111],"uses":[114],"techniques":[117],"build":[119],"successfully.":[124],"The":[125],"results":[126],"show":[127],"has":[131],"good":[133],"accuracy":[134],"in":[135],"predicting":[136]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
