{"id":"https://openalex.org/W1967853421","doi":"https://doi.org/10.1109/bibe.2012.6399651","title":"Clustering microarray data using fuzzy clustering with viewpoints","display_name":"Clustering microarray data using fuzzy clustering with viewpoints","publication_year":2012,"publication_date":"2012-11-01","ids":{"openalex":"https://openalex.org/W1967853421","doi":"https://doi.org/10.1109/bibe.2012.6399651","mag":"1967853421"},"language":"en","primary_location":{"id":"doi:10.1109/bibe.2012.6399651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe.2012.6399651","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE 12th International Conference on Bioinformatics & Bioengineering (BIBE)","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/A5025483266","display_name":"Katerina N. Karayianni","orcid":null},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Katerina N. Karayianni","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece","School of Electrical and Computer Engineering, National Technical, University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical, University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058322678","display_name":"George M. Spyrou","orcid":"https://orcid.org/0000-0002-2470-3363"},"institutions":[{"id":"https://openalex.org/I206127235","display_name":"Academy of Athens","ror":"https://ror.org/00qsdn986","country_code":"GR","type":"education","lineage":["https://openalex.org/I206127235"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George M. Spyrou","raw_affiliation_strings":["Biomedical Research Foundation, Academy of Athens, Athens, Greece","Biomedical Research Foundation Academy of Athens, Athens, Greece >  >  >  >"],"affiliations":[{"raw_affiliation_string":"Biomedical Research Foundation, Academy of Athens, Athens, Greece","institution_ids":["https://openalex.org/I206127235"]},{"raw_affiliation_string":"Biomedical Research Foundation Academy of Athens, Athens, Greece >  >  >  >","institution_ids":["https://openalex.org/I206127235"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082313849","display_name":"Konstantina S. Nikita","orcid":"https://orcid.org/0000-0001-8255-4354"},"institutions":[{"id":"https://openalex.org/I174458059","display_name":"National Technical University of Athens","ror":"https://ror.org/03cx6bg69","country_code":"GR","type":"education","lineage":["https://openalex.org/I174458059"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantina S. Nikita","raw_affiliation_strings":["School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece","School of Electrical and Computer Engineering, National Technical, University of Athens, Athens, Greece"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, National Technical, University of Athens, Athens, Greece","institution_ids":["https://openalex.org/I174458059"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5025483266"],"corresponding_institution_ids":["https://openalex.org/I174458059"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.04993082,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"315","issue":null,"first_page":"362","last_page":"367"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9905999898910522,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.989300012588501,"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/viewpoints","display_name":"Viewpoints","score":0.8426474332809448},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.817760169506073},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.7168512344360352},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.7109241485595703},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.627400279045105},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5880886316299438},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.5360589027404785},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47263142466545105},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.47037309408187866},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.46348124742507935},{"id":"https://openalex.org/keywords/gene-chip-analysis","display_name":"Gene chip analysis","score":0.4126089811325073},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3577158451080322},{"id":"https://openalex.org/keywords/microarray","display_name":"Microarray","score":0.10002988576889038},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.07043027877807617},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.047222673892974854}],"concepts":[{"id":"https://openalex.org/C2776035091","wikidata":"https://www.wikidata.org/wiki/Q7928819","display_name":"Viewpoints","level":2,"score":0.8426474332809448},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.817760169506073},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.7168512344360352},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.7109241485595703},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.627400279045105},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5880886316299438},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.5360589027404785},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47263142466545105},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.47037309408187866},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.46348124742507935},{"id":"https://openalex.org/C24361400","wikidata":"https://www.wikidata.org/wiki/Q6839217","display_name":"Gene chip analysis","level":5,"score":0.4126089811325073},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3577158451080322},{"id":"https://openalex.org/C186836561","wikidata":"https://www.wikidata.org/wiki/Q1931516","display_name":"Microarray","level":4,"score":0.10002988576889038},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.07043027877807617},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.047222673892974854},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibe.2012.6399651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe.2012.6399651","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE 12th International Conference on Bioinformatics & Bioengineering (BIBE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1928593089","https://openalex.org/W1990368529","https://openalex.org/W1994447074","https://openalex.org/W2012382065","https://openalex.org/W2054274648","https://openalex.org/W2068517117","https://openalex.org/W2113076747","https://openalex.org/W2122471363","https://openalex.org/W2127218421","https://openalex.org/W2130019105","https://openalex.org/W2162142896","https://openalex.org/W2162165991","https://openalex.org/W2165232124","https://openalex.org/W2166913844","https://openalex.org/W2169353679","https://openalex.org/W2170584976","https://openalex.org/W6678914141"],"related_works":["https://openalex.org/W2556490192","https://openalex.org/W2892323093","https://openalex.org/W2361242132","https://openalex.org/W3071522575","https://openalex.org/W3140018618","https://openalex.org/W2406185607","https://openalex.org/W2374506950","https://openalex.org/W2389934482","https://openalex.org/W2399084168","https://openalex.org/W4377235847"],"abstract_inverted_index":{"This":[0,22],"paper":[1],"studies":[2],"the":[3,33,53],"application":[4],"of":[5,56,67],"fuzzy":[6,25,58],"clustering":[7,26,54,68],"with":[8,27],"viewpoints":[9,37],"in":[10],"order":[11],"to":[12,17,52],"cluster":[13],"cell":[14],"samples":[15],"according":[16],"their":[18],"gene":[19],"expression":[20,46],"profile.":[21],"method":[23,49,66],"combines":[24],"external":[28],"domain":[29],"knowledge":[30],"represented":[31],"by":[32],"so-called":[34],"viewpoints.":[35],"The":[36,48],"that":[38,71],"we":[39],"employ":[40],"are":[41],"obtained":[42],"from":[43],"previously":[44],"available":[45],"data.":[47],"was":[50],"compared":[51],"algorithms":[55],"k-means,":[57],"c-means,":[59],"affinity":[60],"propagation,":[61],"as":[62,64],"well":[63],"a":[65],"microarray":[69],"data":[70],"is":[72],"based":[73],"on":[74],"prior":[75],"biological":[76],"knowledge,":[77],"and":[78],"has":[79],"shown":[80],"comparable/improved":[81],"results":[82],"over":[83],"them.":[84]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}