{"id":"https://openalex.org/W2113361505","doi":"https://doi.org/10.1109/fuzzy.2010.5584469","title":"Using Type-2 fuzzy function for diagnosing brain tumors based on image processing approach","display_name":"Using Type-2 fuzzy function for diagnosing brain tumors based on image processing approach","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2113361505","doi":"https://doi.org/10.1109/fuzzy.2010.5584469","mag":"2113361505"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2010.5584469","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584469","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Fuzzy Systems","raw_type":"proceedings-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/A5107430422","display_name":"M.H. Fazel Zarandi","orcid":null},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"M. H. Fazel Zarandi","raw_affiliation_strings":["Department of Industrial Engineering, Amirkabir University of Technology\uc2a0, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Amirkabir University of Technology\uc2a0, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004770177","display_name":"Marzieh Zarinbal","orcid":"https://orcid.org/0000-0001-9284-7329"},"institutions":[{"id":"https://openalex.org/I158248296","display_name":"Amirkabir University of Technology","ror":"https://ror.org/04gzbav43","country_code":"IR","type":"education","lineage":["https://openalex.org/I158248296"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"M. Zarinbal","raw_affiliation_strings":["Department of Industrial Engineering, Amirkabir University of Technology\uc2a0, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Amirkabir University of Technology\uc2a0, Tehran, Iran","institution_ids":["https://openalex.org/I158248296"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002874701","display_name":"A. Zarinbal","orcid":null},"institutions":[{"id":"https://openalex.org/I133529467","display_name":"Sharif University of Technology","ror":"https://ror.org/024c2fq17","country_code":"IR","type":"education","lineage":["https://openalex.org/I133529467"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"A. Zarinbal","raw_affiliation_strings":["Department of Civil Engineering, Sharif University of Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Sharif University of Technology, Tehran, Iran","institution_ids":["https://openalex.org/I133529467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108370016","display_name":"\u0130.B. T\u00fcrk\u015fen","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I13236232","display_name":"TOBB University of Economics and Technology","ror":"https://ror.org/03ewx7v96","country_code":"TR","type":"education","lineage":["https://openalex.org/I13236232"]}],"countries":["CA","TR"],"is_corresponding":false,"raw_author_name":"I. B. Turksen","raw_affiliation_strings":["Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ONT, Canada","TOBB University of Economics and Technology, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Industrial Engineering, University of Toronto, Toronto, ONT, Canada","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"TOBB University of Economics and Technology, Ankara, Turkey","institution_ids":["https://openalex.org/I13236232"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033902274","display_name":"Mohammad Izadi","orcid":"https://orcid.org/0000-0003-3561-3942"},"institutions":[{"id":"https://openalex.org/I2801852087","display_name":"Milad Hospital","ror":"https://ror.org/03jayhg97","country_code":"IR","type":"healthcare","lineage":["https://openalex.org/I2801852087"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"M. Izadi","raw_affiliation_strings":["Milad Hospital, Sub-special Neurosurgery, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"Milad Hospital, Sub-special Neurosurgery, Tehran, Iran","institution_ids":["https://openalex.org/I2801852087"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5107430422"],"corresponding_institution_ids":["https://openalex.org/I158248296"],"apc_list":null,"apc_paid":null,"fwci":0.451,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73982711,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"8","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":0.9945999979972839,"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":0.9945999979972839,"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9846000075340271,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.7740335464477539},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.6366185545921326},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6340616941452026},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5817217826843262},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.5422675013542175},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.5232228636741638},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48657095432281494},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.480731725692749},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.4695110023021698},{"id":"https://openalex.org/keywords/membership-function","display_name":"Membership function","score":0.4604964256286621},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4546736180782318},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.43407541513442993},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42400991916656494},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.41627052426338196},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.404296338558197},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4006836414337158}],"concepts":[{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.7740335464477539},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.6366185545921326},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6340616941452026},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5817217826843262},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.5422675013542175},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5232228636741638},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48657095432281494},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.480731725692749},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.4695110023021698},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.4604964256286621},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4546736180782318},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.43407541513442993},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42400991916656494},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.41627052426338196},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.404296338558197},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4006836414337158}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2010.5584469","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584469","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Fuzzy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W127876086","https://openalex.org/W600086096","https://openalex.org/W645804906","https://openalex.org/W1536189125","https://openalex.org/W1550164717","https://openalex.org/W1581905247","https://openalex.org/W1585240869","https://openalex.org/W1972012616","https://openalex.org/W1975061879","https://openalex.org/W1983172856","https://openalex.org/W1987801991","https://openalex.org/W1990254680","https://openalex.org/W1990592622","https://openalex.org/W1995642009","https://openalex.org/W2001265633","https://openalex.org/W2012110609","https://openalex.org/W2016758446","https://openalex.org/W2036274000","https://openalex.org/W2062723225","https://openalex.org/W2063131317","https://openalex.org/W2070881261","https://openalex.org/W2085997623","https://openalex.org/W2090620714","https://openalex.org/W2104804909","https://openalex.org/W2115104482","https://openalex.org/W2120688485","https://openalex.org/W2123178724","https://openalex.org/W2132885717","https://openalex.org/W2139266153","https://openalex.org/W2141178894","https://openalex.org/W2150879558","https://openalex.org/W2157041604","https://openalex.org/W2161934326","https://openalex.org/W2163913150","https://openalex.org/W2167360858","https://openalex.org/W2344564588","https://openalex.org/W2483347049","https://openalex.org/W3125460973","https://openalex.org/W3134136921","https://openalex.org/W4242130478","https://openalex.org/W4245152641","https://openalex.org/W4285719527","https://openalex.org/W6605284423","https://openalex.org/W6654955901","https://openalex.org/W6666187135"],"related_works":["https://openalex.org/W2674573885","https://openalex.org/W1487720066","https://openalex.org/W1976608231","https://openalex.org/W1975005191","https://openalex.org/W2781808531","https://openalex.org/W3107001035","https://openalex.org/W4361984403","https://openalex.org/W2024822381","https://openalex.org/W2118406295","https://openalex.org/W3207735076"],"abstract_inverted_index":{"Fuzzy":[0,15],"functions":[1,16,44,84],"are":[2],"used":[3],"to":[4,67,70,98,110,124,164],"identify":[5],"the":[6,82,87,112,126,166],"structure":[7],"of":[8,75,106,132,160,178],"system":[9,118,147],"models":[10],"and":[11,52,80,85,90,101,155,198],"reasoning":[12,170],"with":[13,143,194],"them.":[14],"can":[17],"be":[18],"determined":[19],"by":[20,172],"any":[21],"function":[22,123,175,188],"identification":[23],"method":[24,47],"such":[25],"as":[26],"Least":[27],"Square":[28],"Estimates":[29,33,39],"(LSE),":[30],"Maximum":[31],"Likelihood":[32],"(MLE)":[34],"or":[35,69],"Support":[36],"Vector":[37],"Machine":[38],"(SVM).":[40],"However,":[41],"estimating":[42],"fuzzy":[43,57,114,122,174,179,187],"using":[45,60,81,173],"LSE":[46],"is":[48,64,95,109,163],"structurally":[49],"a":[50],"new":[51],"unique":[53],"approach":[54,189],"for":[55,78],"determining":[56],"functions.":[58],"By":[59],"this":[61,107,161],"approach,":[62],"there":[63,94],"no":[65,96],"need":[66,97],"know":[68],"develop":[71],"an":[72],"in-depth":[73],"understanding":[74],"essential":[76],"concepts":[77],"developing":[79],"membership":[83],"selecting":[86],"t-norms,":[88],"co-norms":[89],"implication":[91],"operators.":[92],"Furthermore,":[93],"apply":[99],"fuzzification":[100],"defuzzification":[102],"methods.":[103],"The":[104,158,182],"goal":[105],"paper":[108,162],"improve":[111,165],"Type-2":[113,121,186],"image":[115],"processing":[116],"expert":[117,146],"based":[119],"on":[120],"diagnose":[125],"Astrocytoma":[127],"tumors":[128],"(most":[129],"important":[130],"category":[131],"brain":[133],"tumors)":[134],"in":[135],"T":[136],"<sub":[137],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[138],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">1</sub>":[139],"-weighted":[140],"MR":[141],"Images":[142],"contrast.":[144],"This":[145],"has":[148],"four":[149],"steps,":[150],"Pre-processing,":[151],"Segmentation,":[152],"Feature":[153],"extraction":[154],"Approximate":[156,169],"reasoning.":[157],"focus":[159],"last":[167],"step,":[168,171],"strategy":[176],"instead":[177],"rule-base":[180],"approach.":[181],"results":[183],"show":[184],"that":[185],"requires":[190],"less":[191,195],"computation":[192],"steps":[193],"computational":[196],"complexity":[197],"could":[199],"provide":[200],"better":[201],"results.":[202]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
