{"id":"https://openalex.org/W4235170700","doi":"https://doi.org/10.1504/ijmic.2017.10003911","title":"Fuzzy firefly clustering for tumour and cancer analysis","display_name":"Fuzzy firefly clustering for tumour and cancer analysis","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W4235170700","doi":"https://doi.org/10.1504/ijmic.2017.10003911"},"language":"en","primary_location":{"id":"doi:10.1504/ijmic.2017.10003911","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijmic.2017.10003911","pdf_url":null,"source":{"id":"https://openalex.org/S123181493","display_name":"International Journal of Modelling Identification and Control","issn_l":"1746-6172","issn":["1746-6172","1746-6180"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Modelling, Identification and Control","raw_type":"journal-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/A5057972591","display_name":"H. Hannah Inbarani","orcid":"https://orcid.org/0000-0002-2956-3507"},"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":"H. Hannah Inbarani","raw_affiliation_strings":["Department of Computer Science, Periyar University, Salem, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Periyar University, Salem, India","institution_ids":["https://openalex.org/I141431873"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070923472","display_name":"P. K. Nizar Banu","orcid":"https://orcid.org/0000-0001-7213-4276"},"institutions":[{"id":"https://openalex.org/I94948490","display_name":"B.S. Abdur Rahman Crescent Institute of Science & Technology","ror":"https://ror.org/01fqhas03","country_code":"IN","type":"education","lineage":["https://openalex.org/I94948490"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P.K. Nizar Banu","raw_affiliation_strings":["Department of Computer Applications, B.S. Abdur Rahman University, Chennai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Applications, B.S. Abdur Rahman University, Chennai, India","institution_ids":["https://openalex.org/I94948490"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034196986","display_name":"Ahmad Taher Azar","orcid":"https://orcid.org/0000-0002-7869-6373"},"institutions":[{"id":"https://openalex.org/I207547235","display_name":"Benha University","ror":"https://ror.org/03tn5ee41","country_code":"EG","type":"education","lineage":["https://openalex.org/I207547235"]},{"id":"https://openalex.org/I57629906","display_name":"Nile University","ror":"https://ror.org/03cg7cp61","country_code":"EG","type":"education","lineage":["https://openalex.org/I57629906"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ahmad Taher Azar","raw_affiliation_strings":["Faculty of Computers and Information, Benha University, Egypt; Nanoelectronics Integrated Systems Center (NISC), Nile University, Egypt","Faculty of Computers and Information, Benha University, Egypt","Nanoelectronics Integrated Systems Center (NISC), Nile University, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computers and Information, Benha University, Egypt; Nanoelectronics Integrated Systems Center (NISC), Nile University, Egypt","institution_ids":["https://openalex.org/I207547235","https://openalex.org/I57629906"]},{"raw_affiliation_string":"Faculty of Computers and Information, Benha University, Egypt","institution_ids":["https://openalex.org/I207547235"]},{"raw_affiliation_string":"Nanoelectronics Integrated Systems Center (NISC), Nile University, Egypt","institution_ids":["https://openalex.org/I57629906"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1149,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.77538019,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"27","issue":"2","first_page":"92","last_page":"92"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9093999862670898,"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":0.9093999862670898,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8302001953125},{"id":"https://openalex.org/keywords/firefly-algorithm","display_name":"Firefly algorithm","score":0.8229255676269531},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5489153265953064},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.5461786985397339},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.540388822555542},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5100954174995422},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.4943985939025879},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4789595901966095},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.4783589243888855},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4612165689468384},{"id":"https://openalex.org/keywords/firefly-protocol","display_name":"Firefly protocol","score":0.4249206483364105},{"id":"https://openalex.org/keywords/flame-clustering","display_name":"FLAME clustering","score":0.4113198518753052},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35133281350135803},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.24119114875793457},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.23375368118286133},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.16368785500526428},{"id":"https://openalex.org/keywords/evolutionary-biology","display_name":"Evolutionary biology","score":0.05803379416465759}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8302001953125},{"id":"https://openalex.org/C154982244","wikidata":"https://www.wikidata.org/wiki/Q5451844","display_name":"Firefly algorithm","level":3,"score":0.8229255676269531},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5489153265953064},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5461786985397339},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.540388822555542},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5100954174995422},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.4943985939025879},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4789595901966095},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.4783589243888855},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4612165689468384},{"id":"https://openalex.org/C107477482","wikidata":"https://www.wikidata.org/wiki/Q22570039","display_name":"Firefly protocol","level":2,"score":0.4249206483364105},{"id":"https://openalex.org/C44859942","wikidata":"https://www.wikidata.org/wiki/Q5426511","display_name":"FLAME clustering","level":5,"score":0.4113198518753052},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35133281350135803},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.24119114875793457},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.23375368118286133},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.16368785500526428},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.05803379416465759}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1504/ijmic.2017.10003911","is_oa":false,"landing_page_url":"https://doi.org/10.1504/ijmic.2017.10003911","pdf_url":null,"source":{"id":"https://openalex.org/S123181493","display_name":"International Journal of Modelling Identification and Control","issn_l":"1746-6172","issn":["1746-6172","1746-6180"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310317825","host_organization_name":"Inderscience Publishers","host_organization_lineage":["https://openalex.org/P4310317825"],"host_organization_lineage_names":["Inderscience Publishers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Modelling, Identification and Control","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2222304693","https://openalex.org/W4200439108","https://openalex.org/W2940563633","https://openalex.org/W2490269892","https://openalex.org/W2890707561","https://openalex.org/W2044587647","https://openalex.org/W4230527540","https://openalex.org/W2968802284","https://openalex.org/W4281784934","https://openalex.org/W2554730094"],"abstract_inverted_index":{"Swarm":[0],"intelligence":[1],"represents":[2],"a":[3,8],"meta-heuristic":[4],"approach":[5],"to":[6,23,65,142],"solve":[7],"wide":[9],"variety":[10],"of":[11,17,27,38,63,89,123,139],"problems.":[12],"Searching":[13],"for":[14,56],"similar":[15],"patterns":[16,127],"genes":[18,28,43],"is":[19,97,107],"becoming":[20],"very":[21],"essential":[22],"predict":[24],"the":[25,36,61,75,87,118,130,136],"expression":[26,112,126],"under":[29],"various":[30],"conditions.":[31],"Firefly":[32],"clustering":[33,49,52,84,104,141],"inspired":[34],"by":[35,85],"behaviour":[37],"fireflies":[39],"helps":[40],"in":[41,77,129],"grouping":[42],"that":[44],"behave":[45],"alike.":[46],"Contrasting":[47],"hard":[48],"methodology,":[50],"fuzzy":[51,92],"assigns":[53],"membership":[54],"values":[55],"every":[57,66],"gene":[58,111,125],"and":[59,72,91,145],"predicts":[60],"possibility":[62],"belonging":[64],"cluster.":[67],"To":[68],"distinguish":[69],"highly":[70],"expressed":[71],"suppressed":[73],"genes,":[74],"research":[76],"this":[78],"paper":[79],"proposes":[80],"an":[81],"efficient":[82],"fuzzy-firefly":[83,140],"integrating":[86],"merits":[88],"firefly":[90],"clustering.":[93],"The":[94,114],"proposed":[95,119],"method":[96],"compared":[98],"with":[99],"other":[100],"swarm":[101],"optimisation":[102],"based":[103],"algorithms.":[105],"It":[106],"applied":[108],"on":[109],"five":[110],"datasets.":[113,132],"clusters":[115],"resulting":[116],"from":[117],"algorithm":[120],"provide":[121],"interpretations":[122],"different":[124],"present":[128],"cancer":[131],"Experimental":[133],"results":[134],"show":[135],"excellent":[137],"performance":[138],"separate":[143],"co-expressed":[144],"co-regulated":[146],"genes.":[147]},"counts_by_year":[{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}