{"id":"https://openalex.org/W2062388456","doi":"https://doi.org/10.1109/icdse.2014.6974615","title":"A nature-inspired hybrid Fuzzy C-means algorithm for better clustering of biological data sets","display_name":"A nature-inspired hybrid Fuzzy C-means algorithm for better clustering of biological data sets","publication_year":2014,"publication_date":"2014-08-01","ids":{"openalex":"https://openalex.org/W2062388456","doi":"https://doi.org/10.1109/icdse.2014.6974615","mag":"2062388456"},"language":"en","primary_location":{"id":"doi:10.1109/icdse.2014.6974615","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdse.2014.6974615","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Data Science &amp; Engineering (ICDSE)","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/A5010961937","display_name":"T A Arunanand","orcid":null},"institutions":[{"id":"https://openalex.org/I114845381","display_name":"National Institute of Technology Calicut","ror":"https://ror.org/03yyd7552","country_code":"IN","type":"education","lineage":["https://openalex.org/I114845381"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"T A Arunanand","raw_affiliation_strings":["Department of Computer Science and Engineering, National Institute of Technology Calicut, INDIA","Department of Computer Science and Engineering, National Institute of Technology Calicut, India - 673 601"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Calicut, INDIA","institution_ids":["https://openalex.org/I114845381"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Calicut, India - 673 601","institution_ids":["https://openalex.org/I114845381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019106542","display_name":"K. A. Abdul Nazeer","orcid":"https://orcid.org/0000-0002-0527-9026"},"institutions":[{"id":"https://openalex.org/I114845381","display_name":"National Institute of Technology Calicut","ror":"https://ror.org/03yyd7552","country_code":"IN","type":"education","lineage":["https://openalex.org/I114845381"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K A Abdul Nazeer","raw_affiliation_strings":["National Institute of Technology Calicut, Calicut, Kerala, IN","Department of Computer Science and Engineering, National Institute of Technology Calicut, India - 673 601"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology Calicut, Calicut, Kerala, IN","institution_ids":["https://openalex.org/I114845381"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, National Institute of Technology Calicut, India - 673 601","institution_ids":["https://openalex.org/I114845381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044460012","display_name":"Mathew Palakal","orcid":"https://orcid.org/0000-0002-2990-0999"},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mathew J Palakal","raw_affiliation_strings":["School of Informatics and Computing, Indiana University Purdue University Indianapolis, USA","School of Informatics and Computing, Indiana University-Purdue University Indianapolis, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics and Computing, Indiana University Purdue University Indianapolis, USA","institution_ids":["https://openalex.org/I55769427"]},{"raw_affiliation_string":"School of Informatics and Computing, Indiana University-Purdue University Indianapolis, USA","institution_ids":["https://openalex.org/I55769427"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029457488","display_name":"Meeta Pradhan","orcid":"https://orcid.org/0000-0003-4450-1897"},"institutions":[{"id":"https://openalex.org/I55769427","display_name":"Indiana University \u2013 Purdue University Indianapolis","ror":"https://ror.org/05gxnyn08","country_code":"US","type":"education","lineage":["https://openalex.org/I55769427","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Meeta Pradhan","raw_affiliation_strings":["School of Informatics and Computing, Indiana University Purdue University Indianapolis, USA","School of Informatics and Computing, Indiana University-Purdue University Indianapolis, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics and Computing, Indiana University Purdue University Indianapolis, USA","institution_ids":["https://openalex.org/I55769427"]},{"raw_affiliation_string":"School of Informatics and Computing, Indiana University-Purdue University Indianapolis, USA","institution_ids":["https://openalex.org/I55769427"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"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":"1","issue":null,"first_page":"76","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9904999732971191,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9904999732971191,"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/T10885","display_name":"Gene expression and cancer classification","score":0.987500011920929,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9847000241279602,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8082651495933533},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7200406193733215},{"id":"https://openalex.org/keywords/harmony-search","display_name":"Harmony search","score":0.6945942640304565},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6219472885131836},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.6041468977928162},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5188409090042114},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.4614933729171753},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.45593470335006714},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.42993372678756714},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4213225543498993},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.395571231842041},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.379084050655365},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16891559958457947}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8082651495933533},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7200406193733215},{"id":"https://openalex.org/C33099171","wikidata":"https://www.wikidata.org/wiki/Q26208718","display_name":"Harmony search","level":2,"score":0.6945942640304565},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6219472885131836},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.6041468977928162},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5188409090042114},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.4614933729171753},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.45593470335006714},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.42993372678756714},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4213225543498993},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.395571231842041},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.379084050655365},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16891559958457947},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdse.2014.6974615","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdse.2014.6974615","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Data Science &amp; Engineering (ICDSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320328798","display_name":"National Institute of Technology Calicut","ror":"https://ror.org/03yyd7552"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W42994425","https://openalex.org/W136590774","https://openalex.org/W1496413023","https://openalex.org/W1969657103","https://openalex.org/W1987971958","https://openalex.org/W1992419399","https://openalex.org/W1996905811","https://openalex.org/W2011430131","https://openalex.org/W2115831762","https://openalex.org/W2121602656","https://openalex.org/W2129258532","https://openalex.org/W2140417097","https://openalex.org/W2141012957","https://openalex.org/W2289587084","https://openalex.org/W2322474699","https://openalex.org/W6605560885","https://openalex.org/W6696454212"],"related_works":["https://openalex.org/W3144143113","https://openalex.org/W3088133960","https://openalex.org/W3022637481","https://openalex.org/W3120229345","https://openalex.org/W2393707058","https://openalex.org/W2607902515","https://openalex.org/W2596632494","https://openalex.org/W4312412183","https://openalex.org/W4224807364","https://openalex.org/W4292434959"],"abstract_inverted_index":{"Clustering":[0],"is":[1,30],"one":[2],"of":[3,15,20,23,49,73,86,106],"the":[4,18,24,33,38,47,50,57,71,94,104],"widely":[5],"used":[6],"unsupervised":[7],"methods":[8],"to":[9,31,68,92],"interpret":[10],"and":[11,65,96,110],"analyze":[12],"huge":[13],"amount":[14],"data":[16,35],"in":[17,28,46],"field":[19],"Bioinformatics.":[21],"One":[22],"major":[25],"issues":[26],"involved":[27],"clustering":[29,59],"address":[32],"growing":[34],"so":[36],"that":[37,102],"cluster":[39],"quality":[40],"does":[41],"not":[42],"decrease":[43],"with":[44,70],"increase":[45],"size":[48],"data.":[51],"In":[52],"this":[53],"work,":[54],"we":[55],"compare":[56],"promising":[58],"algorithms":[60],"on":[61],"various":[62,89],"cancer":[63],"domains":[64],"suggest":[66],"improvements":[67],"them,":[69],"help":[72],"a":[74],"optimization":[75,112],"techniques":[76],"viz.":[77],"Harmony":[78],"Search":[79],"(HS)":[80],"algorithm.":[81],"This":[82],"paper":[83],"discusses":[84],"comparison":[85],"these":[87],"techniques,":[88],"steps":[90],"taken":[91],"achieve":[93],"target,":[95],"finally":[97],"suggests":[98],"an":[99],"improved":[100],"method":[101],"combines":[103],"merits":[105],"Fuzzy":[107],"C-means":[108],"algorithm":[109],"HS":[111],"technique.":[113]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
