{"id":"https://openalex.org/W2140007569","doi":"https://doi.org/10.1109/fuzzy.2010.5584896","title":"Microcalcification detection in mammograms using interval type-2 fuzzy logic system with automatic membership function generation","display_name":"Microcalcification detection in mammograms using interval type-2 fuzzy logic system with automatic membership function generation","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2140007569","doi":"https://doi.org/10.1109/fuzzy.2010.5584896","mag":"2140007569"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2010.5584896","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584896","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/A5049157565","display_name":"Suraphon Chumklin","orcid":null},"institutions":[{"id":"https://openalex.org/I48076826","display_name":"Chiang Mai University","ror":"https://ror.org/05m2fqn25","country_code":"TH","type":"education","lineage":["https://openalex.org/I48076826"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Suraphon Chumklin","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, Chiang Mai University, Thailand","Department of Computer Engineering, Faculty of Engineering, Chiang Mai University, Thailand 50200"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Chiang Mai University, Thailand","institution_ids":["https://openalex.org/I48076826"]},{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Chiang Mai University, Thailand 50200","institution_ids":["https://openalex.org/I48076826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084209719","display_name":"Sansanee Auephanwiriyakul","orcid":"https://orcid.org/0000-0002-6639-7165"},"institutions":[{"id":"https://openalex.org/I48076826","display_name":"Chiang Mai University","ror":"https://ror.org/05m2fqn25","country_code":"TH","type":"education","lineage":["https://openalex.org/I48076826"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Sansanee Auephanwiriyakul","raw_affiliation_strings":["Department of Computer Engineering, Biomedical Engineering Center, Faculty of Engineering, Chiang Mai University, Thailand","Department of Computer Engineering, Faculty of Engineering, Biomedical Engineering Center, Chiang Mai University, Thailand 50200"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Biomedical Engineering Center, Faculty of Engineering, Chiang Mai University, Thailand","institution_ids":["https://openalex.org/I48076826"]},{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, Biomedical Engineering Center, Chiang Mai University, Thailand 50200","institution_ids":["https://openalex.org/I48076826"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013485138","display_name":"Nipon Theera\u2010Umpon","orcid":"https://orcid.org/0000-0002-2951-9610"},"institutions":[{"id":"https://openalex.org/I48076826","display_name":"Chiang Mai University","ror":"https://ror.org/05m2fqn25","country_code":"TH","type":"education","lineage":["https://openalex.org/I48076826"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Nipon Theera-Umpon","raw_affiliation_strings":["Department of Computer Engineering, Biomedical Engineering Center, Faculty of Engineering, Chiang Mai University, Thailand","Department of Electrical Engineering, Faculty of Engineering, Biomedical Engineering Center, Chiang Mai University, Thailand 50200"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Biomedical Engineering Center, Faculty of Engineering, Chiang Mai University, Thailand","institution_ids":["https://openalex.org/I48076826"]},{"raw_affiliation_string":"Department of Electrical Engineering, Faculty of Engineering, Biomedical Engineering Center, Chiang Mai University, Thailand 50200","institution_ids":["https://openalex.org/I48076826"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049157565"],"corresponding_institution_ids":["https://openalex.org/I48076826"],"apc_list":null,"apc_paid":null,"fwci":3.1573,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.92380354,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9912999868392944,"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/T10320","display_name":"Neural Networks and Applications","score":0.9912999868392944,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9904000163078308,"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":0.984000027179718,"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/membership-function","display_name":"Membership function","score":0.7032086253166199},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5867393016815186},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5723453760147095},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5552920699119568},{"id":"https://openalex.org/keywords/false-positives-and-false-negatives","display_name":"False positives and false negatives","score":0.5350263118743896},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5197851061820984},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.5077203512191772},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.47783660888671875},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.46517276763916016},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46143460273742676},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.4591502547264099},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.4417659044265747},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.4345034956932068},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3954918682575226},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3355630338191986}],"concepts":[{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.7032086253166199},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5867393016815186},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5723453760147095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5552920699119568},{"id":"https://openalex.org/C112789634","wikidata":"https://www.wikidata.org/wiki/Q18207010","display_name":"False positives and false negatives","level":3,"score":0.5350263118743896},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5197851061820984},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5077203512191772},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.47783660888671875},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.46517276763916016},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46143460273742676},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.4591502547264099},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.4417659044265747},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.4345034956932068},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3954918682575226},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3355630338191986},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2010.5584896","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2010.5584896","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":[{"score":0.8899999856948853,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W564030374","https://openalex.org/W1574899492","https://openalex.org/W1966591781","https://openalex.org/W1968026678","https://openalex.org/W1997463974","https://openalex.org/W2002656518","https://openalex.org/W2032521963","https://openalex.org/W2099084671","https://openalex.org/W2110017209","https://openalex.org/W2113076747","https://openalex.org/W2120688485","https://openalex.org/W2145344547","https://openalex.org/W2148031025","https://openalex.org/W2159619299","https://openalex.org/W2160508918","https://openalex.org/W2170827628","https://openalex.org/W2739505466","https://openalex.org/W2913642042","https://openalex.org/W6684968889","https://openalex.org/W6742398183"],"related_works":["https://openalex.org/W2166637398","https://openalex.org/W2374152511","https://openalex.org/W1852004055","https://openalex.org/W2148925928","https://openalex.org/W154406135","https://openalex.org/W1486684451","https://openalex.org/W2066929655","https://openalex.org/W2142453121","https://openalex.org/W1487720066","https://openalex.org/W2335465146"],"abstract_inverted_index":{"Breast":[0],"cancer":[1,11],"is":[2,12],"an":[3],"important":[4],"deleterious":[5],"disease.":[6],"Mortality":[7],"rate":[8],"from":[9,84],"this":[10,32],"effectively":[13],"high":[14],"and":[15,66,72],"rapidly":[16],"increasing.":[17],"The":[18,103],"detection":[19],"at":[20],"the":[21,28,36,47,63,70,73,79,82,85,97,114],"earlier":[22],"state":[23],"can":[24],"help":[25],"to":[26],"reduce":[27],"mortality":[29],"rate.":[30],"In":[31],"paper,":[33],"we":[34],"apply":[35],"interval":[37,86,104],"type-2":[38,87,105],"fuzzy":[39,88,106],"system":[40,90,107],"with":[41,81,91,108,121],"automatic":[42,92],"membership":[43,93,110],"function":[44,94],"generation":[45,95,112],"using":[46,96],"Possibilistic":[48],"C-Means":[49,99],"(PCM)":[50],"clustering":[51,101],"algorithm.":[52,102],"We":[53,76],"utilize":[54],"four":[55],"features,":[56],"i.e.,":[57,117],"B-descriptor,":[58],"D-descriptor,":[59],"average":[60],"intensity":[61,67],"of":[62],"inside":[64,71],"boundary,":[65],"difference":[68],"between":[69],"outside":[74],"boundaries.":[75],"also":[77],"compare":[78],"result":[80,83],"logic":[89],"Fuzzy":[98],"(FCM)":[100],"PCM":[109],"functions":[111],"yields":[113],"best":[115],"result,":[116],"89.47%":[118],"correct":[119],"classification":[120],"only":[122],"6":[123],"false":[124],"positives":[125],"per":[126],"image.":[127]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":5},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
