{"id":"https://openalex.org/W2070218960","doi":"https://doi.org/10.1109/fskd.2012.6234161","title":"Breast cancer detection based on mixture membership function with MFSVM-FKNN ensemble classifier","display_name":"Breast cancer detection based on mixture membership function with MFSVM-FKNN ensemble classifier","publication_year":2012,"publication_date":"2012-05-01","ids":{"openalex":"https://openalex.org/W2070218960","doi":"https://doi.org/10.1109/fskd.2012.6234161","mag":"2070218960"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2012.6234161","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2012.6234161","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th International Conference on Fuzzy Systems and Knowledge Discovery","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/A5100680211","display_name":"Yuelin Li","orcid":"https://orcid.org/0000-0002-6229-7490"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yao-lin Li","raw_affiliation_strings":["Information School, Northwest University, Xi'an, China","Inf. Sch., Northwest Univ., Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Information School, Northwest University, Xi'an, China","institution_ids":["https://openalex.org/I37802460"]},{"raw_affiliation_string":"Inf. Sch., Northwest Univ., Xi'an, China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071285943","display_name":"Jun Feng","orcid":"https://orcid.org/0000-0002-0706-2103"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Feng","raw_affiliation_strings":["Information School, Northwest University, Xi'an, China","Inf. Sch., Northwest Univ., Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Information School, Northwest University, Xi'an, China","institution_ids":["https://openalex.org/I37802460"]},{"raw_affiliation_string":"Inf. Sch., Northwest Univ., Xi'an, China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086487604","display_name":"Yan Ren","orcid":"https://orcid.org/0000-0003-1149-9153"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Ren","raw_affiliation_strings":["Information School, Northwest University, Xi'an, China","Inf. Sch., Northwest Univ., Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Information School, Northwest University, Xi'an, China","institution_ids":["https://openalex.org/I37802460"]},{"raw_affiliation_string":"Inf. Sch., Northwest Univ., Xi'an, China","institution_ids":["https://openalex.org/I37802460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100652134","display_name":"Qiuping Wang","orcid":"https://orcid.org/0000-0001-5361-678X"},"institutions":[{"id":"https://openalex.org/I87445476","display_name":"Xi'an Jiaotong University","ror":"https://ror.org/017zhmm22","country_code":"CN","type":"education","lineage":["https://openalex.org/I87445476"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiu-ping Wang","raw_affiliation_strings":["Medical College, Xian JiaoTong University, China","Medical College of Xi'an JiaoTong University, China"],"affiliations":[{"raw_affiliation_string":"Medical College, Xian JiaoTong University, China","institution_ids":["https://openalex.org/I87445476"]},{"raw_affiliation_string":"Medical College of Xi'an JiaoTong University, China","institution_ids":["https://openalex.org/I87445476"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066140816","display_name":"Baoying Chen","orcid":"https://orcid.org/0000-0002-9998-6433"},"institutions":[{"id":"https://openalex.org/I4210154136","display_name":"Tang Du Hospital","ror":"https://ror.org/04yvdan45","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210154136"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bao-ying Chen","raw_affiliation_strings":["Department of Radiology, Tangdu Hospital, Xi'an, China","Dept of Radiology, Tangdu Hospital, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Tangdu Hospital, Xi'an, China","institution_ids":["https://openalex.org/I4210154136"]},{"raw_affiliation_string":"Dept of Radiology, Tangdu Hospital, Xi'an, China","institution_ids":["https://openalex.org/I4210154136"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100680211"],"corresponding_institution_ids":["https://openalex.org/I37802460"],"apc_list":null,"apc_paid":null,"fwci":0.7579034,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.79226031,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"297","last_page":"301"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.992900013923645,"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/T10862","display_name":"AI in cancer detection","score":0.992900013923645,"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/T10057","display_name":"Face and Expression Recognition","score":0.9765999913215637,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12994","display_name":"Infrared Thermography in Medicine","score":0.9763000011444092,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7004439830780029},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.6540050506591797},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.6443654298782349},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6132763624191284},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6091057658195496},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5656965970993042},{"id":"https://openalex.org/keywords/membership-function","display_name":"Membership function","score":0.49226537346839905},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4704384207725525},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.3307521343231201},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3246227204799652},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.24306261539459229},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.10004344582557678}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7004439830780029},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.6540050506591797},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.6443654298782349},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6132763624191284},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6091057658195496},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5656965970993042},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.49226537346839905},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4704384207725525},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.3307521343231201},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3246227204799652},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.24306261539459229},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10004344582557678},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2012.6234161","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2012.6234161","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 9th International Conference on Fuzzy Systems and Knowledge Discovery","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.7099999785423279,"display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W62823307","https://openalex.org/W1994807229","https://openalex.org/W2050883594","https://openalex.org/W2080409731","https://openalex.org/W2085332973","https://openalex.org/W2097738353","https://openalex.org/W2143750468","https://openalex.org/W2154424311","https://openalex.org/W2156909104","https://openalex.org/W2349901833","https://openalex.org/W6672098640","https://openalex.org/W6674376119"],"related_works":["https://openalex.org/W87675884","https://openalex.org/W154406135","https://openalex.org/W2132859092","https://openalex.org/W2320922716","https://openalex.org/W2166637398","https://openalex.org/W2384503959","https://openalex.org/W2181335288","https://openalex.org/W2012019755","https://openalex.org/W2374152511","https://openalex.org/W2013143463"],"abstract_inverted_index":{"Micro-calcification":[0],"cluster":[1],"is":[2,15,72],"an":[3],"important":[4],"sign":[5],"of":[6,23,93],"early":[7],"breast":[8,64],"cancer.":[9],"However,":[10],"computer-aided":[11],"micro-calcification":[12,97],"clusters":[13],"detection":[14,66],"often":[16],"hampered":[17],"due":[18],"to":[19],"the":[20,24,82,86],"diversified":[21],"features":[22],"lesions.":[25],"In":[26],"this":[27],"paper,":[28],"we":[29],"propose":[30],"a":[31,59],"mixture":[32,56,70],"membership":[33,39,71],"function":[34],"based":[35,54,68],"on":[36,55,69],"linear":[37],"distance":[38],"and":[40],"tight":[41],"density":[42],"membership.":[43,57],"Specifically,":[44],"different":[45,51],"fuzzy":[46],"factors":[47],"are":[48],"defined":[49],"for":[50,63,96],"training":[52],"samples":[53],"Furthermore,":[58],"MFSVM-FKNN":[60],"ensemble":[61],"classifier":[62],"cancer":[65],"algorithm":[67,84],"proposed.":[73],"The":[74],"experimental":[75],"results":[76],"in":[77],"X-ray":[78],"mammography":[79],"demonstrate":[80],"that":[81],"proposed":[83],"achieves":[85],"best":[87],"performance":[88],"compared":[89],"with":[90],"other":[91],"state":[92],"art":[94],"classifiers":[95],"detection.":[98]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}