{"id":"https://openalex.org/W2174296857","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7338078","title":"Mass spectrometry-based proteomic data for cancer diagnosis using interval type-2 fuzzy system","display_name":"Mass spectrometry-based proteomic data for cancer diagnosis using interval type-2 fuzzy system","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2174296857","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7338078","mag":"2174296857"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2015.7338078","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7338078","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Mass_spectrometry-based_proteomic_data_for_cancer_diagnosis_using_interval_type-2_fuzzy_system/20885833","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085593383","display_name":"Thanh Thi Nguyen","orcid":"https://orcid.org/0000-0001-9709-1663"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Thanh Nguyen","raw_affiliation_strings":["Centre for Intelligent Systems Research (CISR), Deakin University, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems Research (CISR), Deakin University, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015293969","display_name":"Saeid Nahavandi","orcid":"https://orcid.org/0000-0002-0360-5270"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Saeid Nahavandi","raw_affiliation_strings":["Centre for Intelligent Systems Research (CISR), Deakin University, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems Research (CISR), Deakin University, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059557438","display_name":"Abbas Khosravi","orcid":"https://orcid.org/0000-0001-6927-0744"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Abbas Khosravi","raw_affiliation_strings":["Centre for Intelligent Systems Research (CISR), Deakin University, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems Research (CISR), Deakin University, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046519614","display_name":"Douglas Creighton","orcid":"https://orcid.org/0000-0002-9217-1231"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Douglas Creighton","raw_affiliation_strings":["Centre for Intelligent Systems Research (CISR), Deakin University, Victoria, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent Systems Research (CISR), Deakin University, Victoria, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5085593383"],"corresponding_institution_ids":["https://openalex.org/I149704539"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.05896417,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9988999962806702,"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":0.9988999962806702,"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/T10320","display_name":"Neural Networks and Applications","score":0.9952999949455261,"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":0.9751999974250793,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6134921312332153},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6091161966323853},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.567392885684967},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5621377825737},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5402900576591492},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5059806704521179},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4460311532020569},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.44432929158210754},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35555899143218994}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6134921312332153},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6091161966323853},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.567392885684967},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5621377825737},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5402900576591492},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5059806704521179},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4460311532020569},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.44432929158210754},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35555899143218994}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/fuzz-ieee.2015.7338078","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7338078","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30083084","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:figshare.com:article/20885833","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Mass_spectrometry-based_proteomic_data_for_cancer_diagnosis_using_interval_type-2_fuzzy_system/20885833","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20885833","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Mass_spectrometry-based_proteomic_data_for_cancer_diagnosis_using_interval_type-2_fuzzy_system/20885833","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.550000011920929,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W103650626","https://openalex.org/W113878345","https://openalex.org/W183019766","https://openalex.org/W564030374","https://openalex.org/W1545513697","https://openalex.org/W1554663460","https://openalex.org/W1912891977","https://openalex.org/W1983658296","https://openalex.org/W1986922928","https://openalex.org/W1995643732","https://openalex.org/W2015590184","https://openalex.org/W2019207321","https://openalex.org/W2021429464","https://openalex.org/W2037837681","https://openalex.org/W2042068674","https://openalex.org/W2042984855","https://openalex.org/W2043897597","https://openalex.org/W2047546465","https://openalex.org/W2055524657","https://openalex.org/W2065750810","https://openalex.org/W2071271882","https://openalex.org/W2072099326","https://openalex.org/W2078669100","https://openalex.org/W2083955084","https://openalex.org/W2084792706","https://openalex.org/W2085238338","https://openalex.org/W2085619158","https://openalex.org/W2093028965","https://openalex.org/W2094760805","https://openalex.org/W2097502538","https://openalex.org/W2098899131","https://openalex.org/W2102927912","https://openalex.org/W2103232511","https://openalex.org/W2104670598","https://openalex.org/W2105234323","https://openalex.org/W2105985709","https://openalex.org/W2108225531","https://openalex.org/W2108879316","https://openalex.org/W2109408008","https://openalex.org/W2114117605","https://openalex.org/W2119942013","https://openalex.org/W2132885717","https://openalex.org/W2141178894","https://openalex.org/W2147708960","https://openalex.org/W2149604064","https://openalex.org/W2155063211","https://openalex.org/W2158004375","https://openalex.org/W2165363415","https://openalex.org/W2165396372","https://openalex.org/W2166280719","https://openalex.org/W2167311402","https://openalex.org/W2169966872","https://openalex.org/W2171753965","https://openalex.org/W2312704740","https://openalex.org/W2339500526","https://openalex.org/W2797177778","https://openalex.org/W2913642042","https://openalex.org/W4212899374","https://openalex.org/W4230702621","https://openalex.org/W4240594399","https://openalex.org/W4246598646","https://openalex.org/W4300633279","https://openalex.org/W4388297464","https://openalex.org/W6604586926","https://openalex.org/W6615654757","https://openalex.org/W6682133608"],"related_works":["https://openalex.org/W3006513224","https://openalex.org/W2046456988","https://openalex.org/W2357409937","https://openalex.org/W2510582230","https://openalex.org/W2978674666","https://openalex.org/W2074430941","https://openalex.org/W2113096305","https://openalex.org/W1977636359","https://openalex.org/W2772305933","https://openalex.org/W4318818647"],"abstract_inverted_index":{"An":[0],"interval":[1],"type-2":[2,47,65,105],"fuzzy":[3,17,48,66,77,106],"logic":[4],"system":[5,18,137],"is":[6,19,70,112,121],"introduced":[7],"for":[8,72,87],"cancer":[9],"diagnosis":[10],"using":[11,82],"mass":[12],"spectrometry-based":[13],"proteomic":[14,59,85],"data.":[15],"The":[16,34,95,117],"incorporated":[20],"with":[21],"a":[22,133],"feature":[23,36,39,100],"extraction":[24,37,101],"procedure":[25],"that":[26,41,54],"combines":[27],"wavelet":[28],"transform":[29],"and":[30,52,92,125],"Wilcoxon":[31],"ranking":[32],"test.":[33],"proposed":[35,118],"generates":[38],"sets":[40],"serve":[42],"as":[43,102,104,127,132],"inputs":[44],"to":[45,123],"the":[46,58,62,76,88,98],"classifier.":[49,78],"Uncertainty,":[50],"noise":[51],"outliers":[53],"are":[55,80],"common":[56],"in":[57,138],"data":[60],"motivate":[61],"use":[63],"of":[64,75,90,97],"system.":[67],"Tabu":[68],"search":[69],"applied":[71],"structure":[73],"learning":[74],"Experiments":[79],"performed":[81],"two":[83],"benchmark":[84],"datasets":[86],"prediction":[89],"ovarian":[91],"pancreatic":[93],"cancer.":[94],"dominance":[96],"suggested":[99],"well":[103],"classifier":[107],"against":[108],"their":[109],"competing":[110],"methods":[111],"showcased":[113],"through":[114],"experimental":[115],"results.":[116],"approach":[119],"therefore":[120],"helpful":[122],"clinicians":[124],"practitioners":[126],"it":[128],"can":[129],"be":[130],"implemented":[131],"medical":[134],"decision":[135],"support":[136],"practice.":[139]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
