{"id":"https://openalex.org/W2177817500","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7338023","title":"Fuzzy-rough feature selection using flock of starlings optimisation","display_name":"Fuzzy-rough feature selection using flock of starlings optimisation","publication_year":2015,"publication_date":"2015-08-01","ids":{"openalex":"https://openalex.org/W2177817500","doi":"https://doi.org/10.1109/fuzz-ieee.2015.7338023","mag":"2177817500"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2015.7338023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7338023","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5035819717","display_name":"Neil Mac Parthal\u00e1in","orcid":"https://orcid.org/0000-0003-1935-2914"},"institutions":[{"id":"https://openalex.org/I16038530","display_name":"Aberystwyth University","ror":"https://ror.org/015m2p889","country_code":"GB","type":"education","lineage":["https://openalex.org/I16038530"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Neil Mac Parthalain","raw_affiliation_strings":["Dept. of Computer Science Inst. of Maths, Aberystwyth University, Aberystwyth, Ceredigion, Wales. UK"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science Inst. of Maths, Aberystwyth University, Aberystwyth, Ceredigion, Wales. UK","institution_ids":["https://openalex.org/I16038530"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019423905","display_name":"Richard Jensen","orcid":"https://orcid.org/0000-0002-1016-1524"},"institutions":[{"id":"https://openalex.org/I16038530","display_name":"Aberystwyth University","ror":"https://ror.org/015m2p889","country_code":"GB","type":"education","lineage":["https://openalex.org/I16038530"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Richard Jensen","raw_affiliation_strings":["Dept. of Computer Science Inst. of Maths, Aberystwyth University, Aberystwyth, Ceredigion, Wales. UK"],"affiliations":[{"raw_affiliation_string":"Dept. of Computer Science Inst. of Maths, Aberystwyth University, Aberystwyth, Ceredigion, Wales. UK","institution_ids":["https://openalex.org/I16038530"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5035819717"],"corresponding_institution_ids":["https://openalex.org/I16038530"],"apc_list":null,"apc_paid":null,"fwci":1.7526,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.85791485,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9926999807357788,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9793000221252441,"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/flocking","display_name":"Flocking (texture)","score":0.8979108333587646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5218861699104309},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5144298672676086},{"id":"https://openalex.org/keywords/flock","display_name":"Flock","score":0.5028361678123474},{"id":"https://openalex.org/keywords/starling","display_name":"Starling","score":0.4947604537010193},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4867382049560547},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.47108256816864014},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.44843170046806335},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.41455602645874023},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.401067316532135},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35673701763153076},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32227206230163574}],"concepts":[{"id":"https://openalex.org/C2781220375","wikidata":"https://www.wikidata.org/wiki/Q814208","display_name":"Flocking (texture)","level":2,"score":0.8979108333587646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5218861699104309},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5144298672676086},{"id":"https://openalex.org/C134215735","wikidata":"https://www.wikidata.org/wiki/Q120997","display_name":"Flock","level":2,"score":0.5028361678123474},{"id":"https://openalex.org/C2777011573","wikidata":"https://www.wikidata.org/wiki/Q185237","display_name":"Starling","level":2,"score":0.4947604537010193},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4867382049560547},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.47108256816864014},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.44843170046806335},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.41455602645874023},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.401067316532135},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35673701763153076},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32227206230163574},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2015.7338023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2015.7338023","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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":15,"referenced_works":["https://openalex.org/W139695581","https://openalex.org/W1484754041","https://openalex.org/W1528113134","https://openalex.org/W1557923305","https://openalex.org/W1670263352","https://openalex.org/W1963626514","https://openalex.org/W2002680690","https://openalex.org/W2112164016","https://openalex.org/W2128771953","https://openalex.org/W2130441167","https://openalex.org/W2145113795","https://openalex.org/W2152195021","https://openalex.org/W2167205264","https://openalex.org/W3120740533","https://openalex.org/W6605647970"],"related_works":["https://openalex.org/W2091794545","https://openalex.org/W2085338444","https://openalex.org/W2796348713","https://openalex.org/W2317978638","https://openalex.org/W2331893314","https://openalex.org/W2002188687","https://openalex.org/W2142589698","https://openalex.org/W2794811781","https://openalex.org/W4327740834","https://openalex.org/W4389665619"],"abstract_inverted_index":{"Much":[0],"use":[1],"has":[2],"been":[3,27],"made":[4],"of":[5,40,58,68,101,104,122],"particle":[6,79],"swarm":[7,80],"optimisation":[8,15,60,81],"as":[9,72],"a":[10,73],"tool":[11],"to":[12,22,34,49,54],"solve":[13],"complex":[14],"tasks,":[16],"and":[17,20,43,95,118,125],"many":[18],"extensions":[19],"modifications":[21],"the":[23,35,55,65,77,102,113],"original":[24,78],"algorithm":[25,63,106],"have":[26],"proposed.":[28,108],"One":[29],"such":[30],"extension":[31],"is":[32],"related":[33],"murmuration":[36],"or":[37],"flocking":[38],"behaviour":[39],"starling":[41,69],"birds":[42],"their":[44],"flight":[45],"trajectories":[46],"in":[47],"relation":[48],"flock":[50,57,103],"cohesion":[51],"giving":[52],"rise":[53],"so-called":[56],"starlings":[59,105],"algorithm.":[61],"This":[62],"uses":[64],"topological":[66],"model":[67],"bird":[70],"flocks":[71],"basis":[74],"for":[75,89],"modifying":[76],"approach.":[82],"In":[83],"this":[84],"paper,":[85],"two":[86,98],"novel":[87],"approaches":[88],"feature":[90],"selection":[91],"using":[92],"fuzzy-rough":[93],"sets":[94],"based":[96],"upon":[97],"different":[99],"interpretations":[100],"are":[107,127],"The":[109],"results":[110],"demonstrate":[111],"that":[112],"approach":[114],"can":[115,119],"converge":[116],"quickly":[117],"discover":[120],"subsets":[121],"smaller":[123],"size":[124],"which":[126],"more":[128],"stable":[129],"than":[130],"traditional":[131],"PSO.":[132]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"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"}