{"id":"https://openalex.org/W2064885875","doi":"https://doi.org/10.1145/2818869.2818879","title":"Fuzzy Clustering Systems in Analyzing High Dimensional Database","display_name":"Fuzzy Clustering Systems in Analyzing High Dimensional Database","publication_year":2015,"publication_date":"2015-10-07","ids":{"openalex":"https://openalex.org/W2064885875","doi":"https://doi.org/10.1145/2818869.2818879","mag":"2064885875"},"language":"en","primary_location":{"id":"doi:10.1145/2818869.2818879","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2818869.2818879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ASE BigData & SocialInformatics 2015","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/A5005926962","display_name":"R. Devi","orcid":"https://orcid.org/0000-0002-8951-2242"},"institutions":[{"id":"https://openalex.org/I175691731","display_name":"Pondicherry University","ror":"https://ror.org/01a3mef16","country_code":"IN","type":"education","lineage":["https://openalex.org/I175691731"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"R. Devi","raw_affiliation_strings":["Dept. of Mathematics, Pondicherry University, India"],"affiliations":[{"raw_affiliation_string":"Dept. of Mathematics, Pondicherry University, India","institution_ids":["https://openalex.org/I175691731"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042964770","display_name":"S. Kannan","orcid":"https://orcid.org/0000-0003-2285-4907"},"institutions":[{"id":"https://openalex.org/I175691731","display_name":"Pondicherry University","ror":"https://ror.org/01a3mef16","country_code":"IN","type":"education","lineage":["https://openalex.org/I175691731"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. R. Kannan","raw_affiliation_strings":["Dept. of Mathematics, Pondicherry University, India"],"affiliations":[{"raw_affiliation_string":"Dept. of Mathematics, Pondicherry University, India","institution_ids":["https://openalex.org/I175691731"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057105630","display_name":"Tzung\u2010Pei Hong","orcid":"https://orcid.org/0000-0001-7305-6492"},"institutions":[{"id":"https://openalex.org/I192168892","display_name":"National University of Kaohsiung","ror":"https://ror.org/013zjb662","country_code":"TW","type":"education","lineage":["https://openalex.org/I192168892"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"T. P. Hong","raw_affiliation_strings":["National University of Kaohsiung, Taiwan","National University of Kaohsiung, Taiwan,"],"affiliations":[{"raw_affiliation_string":"National University of Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I192168892"]},{"raw_affiliation_string":"National University of Kaohsiung, Taiwan,","institution_ids":["https://openalex.org/I192168892"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073302078","display_name":"S. Ramathilagam","orcid":null},"institutions":[{"id":"https://openalex.org/I141431873","display_name":"Periyar University","ror":"https://ror.org/05crs8s98","country_code":"IN","type":"education","lineage":["https://openalex.org/I141431873"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Ramathilagam","raw_affiliation_strings":["Department of Mathematics, Periyar Govt. Arts College, Tamil Nadu, India"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Periyar Govt. Arts College, Tamil Nadu, India","institution_ids":["https://openalex.org/I141431873"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5005926962"],"corresponding_institution_ids":["https://openalex.org/I175691731"],"apc_list":null,"apc_paid":null,"fwci":0.1459,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.55062749,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9735999703407288,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9229000210762024,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.7427523732185364},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6065335273742676},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5931034684181213},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5034753680229187},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.49758055806159973},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.4838075041770935},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4483107030391693},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42551106214523315},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.42098474502563477},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.11432904005050659},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1038770079612732}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7427523732185364},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6065335273742676},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5931034684181213},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5034753680229187},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.49758055806159973},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.4838075041770935},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4483107030391693},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42551106214523315},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.42098474502563477},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.11432904005050659},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1038770079612732}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2818869.2818879","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2818869.2818879","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ASE BigData & SocialInformatics 2015","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8299999833106995}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320719","display_name":"Department of Science and Technology, Ministry of Science and Technology, India","ror":"https://ror.org/0101xrq71"},{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W196542726","https://openalex.org/W1587935247","https://openalex.org/W1987971958","https://openalex.org/W2036328877","https://openalex.org/W2039878309","https://openalex.org/W2078713563","https://openalex.org/W2105543877","https://openalex.org/W2109363337","https://openalex.org/W2109592225","https://openalex.org/W2113076747","https://openalex.org/W2137206388","https://openalex.org/W2142458924","https://openalex.org/W2147246240","https://openalex.org/W2150751258","https://openalex.org/W2150926065","https://openalex.org/W2164201421","https://openalex.org/W2164883038","https://openalex.org/W2167428023","https://openalex.org/W2167689714","https://openalex.org/W2912565176","https://openalex.org/W4211007335","https://openalex.org/W4285719527","https://openalex.org/W6635127261","https://openalex.org/W6676195635"],"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/W4292434959"],"abstract_inverted_index":{"Finding":[0],"the":[1,12,38,45,58,87,91,101,108],"division":[2],"between":[3],"malignant":[4],"pleural":[5],"mesothelioma":[6],"(MPM)":[7],"and":[8,47,84,111],"adenocarcinoma":[9],"(ADCA)":[10],"from":[11],"gene":[13,25,50,67],"expression":[14,51,68],"of":[15,40,53,69,96],"lung":[16,54,70],"cancer":[17,55,71,103],"database":[18,104],"is":[19,61,105],"difficult":[20],"due":[21],"to":[22,43],"its":[23],"high-dimensionality":[24],"with":[26,37],"noise.":[27],"This":[28],"paper":[29],"proposes":[30],"novel":[31],"effective":[32],"fuzzy":[33],"soft":[34],"clustering":[35,64,100,109],"systems":[36],"combination":[39],"possibilistic":[41],"c-means":[42],"distinct":[44],"MPM":[46,83],"ADCA":[48,85],"accurately":[49],"ratios":[52],"database.":[56],"Since":[57],"proposed":[59,92,97],"method":[60,98],"capable":[62],"in":[63,99],"highly":[65],"correlated":[66],"database,":[72],"first":[73],"time":[74],"all":[75],"181":[76],"tissue":[77],"samples":[78],"are":[79],"used":[80],"for":[81],"finding":[82],"during":[86],"experimental":[88],"works":[89],"using":[90],"method.":[93],"The":[94],"performance":[95],"Lung":[102],"shown":[106],"through":[107],"accuracy":[110],"error":[112],"matrix.":[113]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}