{"id":"https://openalex.org/W2023188413","doi":"https://doi.org/10.1109/fuzz-ieee.2014.6891707","title":"A modified fuzzy co-clustering (MFCC) approach for microarray data analysis","display_name":"A modified fuzzy co-clustering (MFCC) approach for microarray data analysis","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2023188413","doi":"https://doi.org/10.1109/fuzz-ieee.2014.6891707","mag":"2023188413"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2014.6891707","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2014.6891707","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5063853987","display_name":"Sheng\u2010Yao Huang","orcid":"https://orcid.org/0000-0002-3241-430X"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]},{"id":"https://openalex.org/I96323854","display_name":"National Yang Ming Chiao Tung University","ror":null,"country_code":"TW","type":null,"lineage":["https://openalex.org/I96323854"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sheng-Yao Huang","raw_affiliation_strings":["Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan","Institute of BioMedical Informatics, National Yang-Ming University, Taipei 11221, Taiwan#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan","institution_ids":["https://openalex.org/I148366613","https://openalex.org/I96323854"]},{"raw_affiliation_string":"Institute of BioMedical Informatics, National Yang-Ming University, Taipei 11221, Taiwan#TAB#","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102104296","display_name":"Hsing-Jen Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]},{"id":"https://openalex.org/I96323854","display_name":"National Yang Ming Chiao Tung University","ror":null,"country_code":"TW","type":null,"lineage":["https://openalex.org/I96323854"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Hsing-Jen Sun","raw_affiliation_strings":["Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan","Institute of BioMedical Informatics, National Yang-Ming University, Taipei 11221, Taiwan#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan","institution_ids":["https://openalex.org/I148366613","https://openalex.org/I96323854"]},{"raw_affiliation_string":"Institute of BioMedical Informatics, National Yang-Ming University, Taipei 11221, Taiwan#TAB#","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035878867","display_name":"Chuen-Der Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I204116968","display_name":"Hsiuping University of Science and Technology","ror":"https://ror.org/04szp2m52","country_code":"TW","type":"education","lineage":["https://openalex.org/I204116968"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chuen-Der Huang","raw_affiliation_strings":["Department of Electrical Engineering, Hsiuping University of Science and Technology, Taichung, Taiwan","Department of Electrical Engineering, Hsiuping University of Science and Technology, Taichung 41280, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Hsiuping University of Science and Technology, Taichung, Taiwan","institution_ids":["https://openalex.org/I204116968"]},{"raw_affiliation_string":"Department of Electrical Engineering, Hsiuping University of Science and Technology, Taichung 41280, Taiwan","institution_ids":["https://openalex.org/I204116968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021101384","display_name":"I\u2010Fang Chung","orcid":"https://orcid.org/0000-0001-7892-7285"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]},{"id":"https://openalex.org/I96323854","display_name":"National Yang Ming Chiao Tung University","ror":null,"country_code":"TW","type":null,"lineage":["https://openalex.org/I96323854"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"I-Fang Chung","raw_affiliation_strings":["Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan","Institute of BioMedical Informatics, National Yang-Ming University, Taipei 11221, Taiwan#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan","institution_ids":["https://openalex.org/I148366613","https://openalex.org/I96323854"]},{"raw_affiliation_string":"Institute of BioMedical Informatics, National Yang-Ming University, Taipei 11221, Taiwan#TAB#","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084447476","display_name":"Chun-Hung Su","orcid":"https://orcid.org/0000-0003-4003-008X"},"institutions":[{"id":"https://openalex.org/I4210087491","display_name":"Genomics Research Center, Academia Sinica","ror":"https://ror.org/002mmyt85","country_code":"TW","type":"facility","lineage":["https://openalex.org/I4210087491","https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chun-Hung Su","raw_affiliation_strings":["Academic Sinica, Genomics Research Center, Taipei, Taiwan","Genomics Research Center, Academic Sinica, Taipei 11529, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academic Sinica, Genomics Research Center, Taipei, Taiwan","institution_ids":["https://openalex.org/I4210087491"]},{"raw_affiliation_string":"Genomics Research Center, Academic Sinica, Taipei 11529, Taiwan","institution_ids":["https://openalex.org/I4210087491"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":null,"first_page":"267","last_page":"272"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9412999749183655,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8219437599182129},{"id":"https://openalex.org/keywords/mel-frequency-cepstrum","display_name":"Mel-frequency cepstrum","score":0.8215837478637695},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6872892379760742},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6208946108818054},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5524267554283142},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5182061791419983},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.49686315655708313},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4928410053253174},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4902189373970032},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.47273412346839905},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.45222336053848267},{"id":"https://openalex.org/keywords/microarray-analysis-techniques","display_name":"Microarray analysis techniques","score":0.44815102219581604},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3464687466621399},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.2868193984031677},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.17749488353729248},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.0939922034740448},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.07738414406776428}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8219437599182129},{"id":"https://openalex.org/C151989614","wikidata":"https://www.wikidata.org/wiki/Q440370","display_name":"Mel-frequency cepstrum","level":3,"score":0.8215837478637695},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6872892379760742},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6208946108818054},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5524267554283142},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5182061791419983},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.49686315655708313},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4928410053253174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4902189373970032},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.47273412346839905},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.45222336053848267},{"id":"https://openalex.org/C8415881","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Microarray analysis techniques","level":4,"score":0.44815102219581604},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3464687466621399},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.2868193984031677},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.17749488353729248},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0939922034740448},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.07738414406776428},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2014.6891707","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2014.6891707","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1493217831","https://openalex.org/W1995261498","https://openalex.org/W2057682468","https://openalex.org/W2058849889","https://openalex.org/W2080278541","https://openalex.org/W2105883975","https://openalex.org/W2109174028","https://openalex.org/W2130158951","https://openalex.org/W2136107412","https://openalex.org/W2137167578","https://openalex.org/W2144544802","https://openalex.org/W2144792853","https://openalex.org/W2169387435","https://openalex.org/W6629329278","https://openalex.org/W6680568974"],"related_works":["https://openalex.org/W2945382830","https://openalex.org/W4224807364","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W1980197432","https://openalex.org/W2382432689","https://openalex.org/W2000612978","https://openalex.org/W4388110928","https://openalex.org/W1483228865","https://openalex.org/W4312412183"],"abstract_inverted_index":{"Biologically":[0],"a":[1,4,20,31,70,87],"gene":[2,78],"or":[3],"sample":[5],"could":[6],"participate":[7],"in":[8,19,42,124],"multiple":[9],"biological":[10],"pathways,":[11],"and":[12,68,98],"only":[13,112],"few":[14],"genes":[15,34],"are":[16],"concurrently":[17],"involved":[18],"cellular":[21],"process":[22,84],"under":[23,38],"some":[24],"specific":[25],"experimental":[26],"conditions.":[27],"Hence,":[28],"identification":[29],"of":[30,33,40],"subset":[32],"showing":[35],"similar":[36],"regulations":[37],"subsets":[39],"condition":[41],"microarray":[43],"data":[44,97,127],"has":[45],"become":[46],"an":[47],"important":[48],"research":[49],"issue.":[50],"Many":[51],"investigators":[52],"develop":[53],"bi-clustering":[54],"methods":[55],"to":[56,72],"attack":[57],"this":[58,61],"problem.":[59],"In":[60],"study,":[62],"we":[63,109],"adopt":[64],"fuzzy":[65,89],"co-clustering":[66,90],"concept":[67],"design":[69],"procedure":[71],"iteratively":[73],"extract":[74,120],"bi-clusters":[75,123],"with":[76,103],"co-expressed":[77],"patterns":[79],"(here":[80],"the":[81,125,133],"entire":[82],"proposed":[83],"is":[85],"called":[86],"modified":[88],"(MFCC)":[91],"approach).":[92],"We":[93],"have":[94,110,131],"applied":[95],"synthetic":[96,126],"compared":[99],"our":[100,115,137],"MFCC's":[101],"performance":[102,135],"four":[104],"well-known":[105],"state-of-the-art":[106],"methods.":[107],"Here":[108],"not":[111],"shown":[113],"that":[114],"MFCC":[116,138],"approach":[117],"can":[118],"successfully":[119],"each":[121],"designed":[122],"sets,":[128],"but":[129],"also":[130],"demonstrated":[132],"better":[134],"by":[136],"approach.":[139]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
