{"id":"https://openalex.org/W2912300458","doi":"https://doi.org/10.3233/jifs-169993","title":"Spread binary artificial fish swarm algorithm combined with double-fault measure for ensemble pruning","display_name":"Spread binary artificial fish swarm algorithm combined with double-fault measure for ensemble pruning","publication_year":2019,"publication_date":"2019-01-30","ids":{"openalex":"https://openalex.org/W2912300458","doi":"https://doi.org/10.3233/jifs-169993","mag":"2912300458"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-169993","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169993","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5088204627","display_name":"Xuhui Zhu","orcid":"https://orcid.org/0000-0001-6477-5735"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuhui Zhu","raw_affiliation_strings":["Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei, China","School of Management, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031531881","display_name":"Zhiwei Ni","orcid":"https://orcid.org/0000-0002-3378-9779"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiwei Ni","raw_affiliation_strings":["Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei, China","School of Management, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087773906","display_name":"Liping Ni","orcid":"https://orcid.org/0000-0001-9483-6893"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liping Ni","raw_affiliation_strings":["Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei, China","School of Management, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085129457","display_name":"Feifei Jin","orcid":"https://orcid.org/0000-0002-2616-3647"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]},{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feifei Jin","raw_affiliation_strings":["Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei, China","School of Management, Hefei University of Technology, Hefei, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Process Optimization and Intelligent Decision-making, Ministry of Education, Hefei, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Management, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100887781","display_name":"Meiying Cheng","orcid":null},"institutions":[{"id":"https://openalex.org/I3018263800","display_name":"Huzhou University","ror":"https://ror.org/04mvpxy20","country_code":"CN","type":"education","lineage":["https://openalex.org/I3018263800"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiying Cheng","raw_affiliation_strings":["Business School, Huzhou University, Huzhou, China"],"affiliations":[{"raw_affiliation_string":"Business School, Huzhou University, Huzhou, China","institution_ids":["https://openalex.org/I3018263800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100640766","display_name":"Jingming Li","orcid":"https://orcid.org/0000-0002-4772-7173"},"institutions":[{"id":"https://openalex.org/I188935350","display_name":"Anhui University of Finance and Economics","ror":"https://ror.org/0152zzg30","country_code":"CN","type":"education","lineage":["https://openalex.org/I188935350"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingming Li","raw_affiliation_strings":["School of Management Science and Engineering, Anhui University of Finance and Economics, Bengbu, China"],"affiliations":[{"raw_affiliation_string":"School of Management Science and Engineering, Anhui University of Finance and Economics, Bengbu, China","institution_ids":["https://openalex.org/I188935350"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5031531881"],"corresponding_institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I16365422"],"apc_list":null,"apc_paid":null,"fwci":0.5601,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73646469,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"36","issue":"5","first_page":"4375","last_page":"4387"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9829000234603882,"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":0.9829000234603882,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9605000019073486,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9595999717712402,"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/swarm-behaviour","display_name":"Swarm behaviour","score":0.7340164184570312},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.7139157056808472},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.6296283006668091},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6192516088485718},{"id":"https://openalex.org/keywords/fish-actinopterygii","display_name":"Fish <Actinopterygii>","score":0.562624990940094},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5436718463897705},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5146058797836304},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5014536380767822},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4414961636066437},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4236494302749634},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2854692339897156},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1362501084804535},{"id":"https://openalex.org/keywords/fishery","display_name":"Fishery","score":0.07559475302696228},{"id":"https://openalex.org/keywords/arithmetic","display_name":"Arithmetic","score":0.0622810423374176},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06061631441116333}],"concepts":[{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.7340164184570312},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.7139157056808472},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.6296283006668091},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6192516088485718},{"id":"https://openalex.org/C2909208804","wikidata":"https://www.wikidata.org/wiki/Q127282","display_name":"Fish <Actinopterygii>","level":2,"score":0.562624990940094},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5436718463897705},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5146058797836304},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5014536380767822},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4414961636066437},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4236494302749634},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2854692339897156},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1362501084804535},{"id":"https://openalex.org/C505870484","wikidata":"https://www.wikidata.org/wiki/Q180538","display_name":"Fishery","level":1,"score":0.07559475302696228},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0622810423374176},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06061631441116333},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-169993","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-169993","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W411816178","https://openalex.org/W611676018","https://openalex.org/W1562197959","https://openalex.org/W1781054783","https://openalex.org/W1934570606","https://openalex.org/W1971788677","https://openalex.org/W1972860770","https://openalex.org/W1974207438","https://openalex.org/W2011694392","https://openalex.org/W2025328644","https://openalex.org/W2036298232","https://openalex.org/W2046602115","https://openalex.org/W2066653502","https://openalex.org/W2076454423","https://openalex.org/W2080365948","https://openalex.org/W2099502830","https://openalex.org/W2100128988","https://openalex.org/W2103346566","https://openalex.org/W2122892819","https://openalex.org/W2125555508","https://openalex.org/W2128073546","https://openalex.org/W2144012133","https://openalex.org/W2144781678","https://openalex.org/W2164726323","https://openalex.org/W2170872095","https://openalex.org/W2273278181","https://openalex.org/W2296542445","https://openalex.org/W2298182397","https://openalex.org/W2360971704","https://openalex.org/W2411932910","https://openalex.org/W2606680731","https://openalex.org/W2611814915","https://openalex.org/W2729784024","https://openalex.org/W2731793484","https://openalex.org/W2745748717","https://openalex.org/W2765199434","https://openalex.org/W2842653866","https://openalex.org/W4212883601","https://openalex.org/W6633883679","https://openalex.org/W6640626082"],"related_works":["https://openalex.org/W3047144510","https://openalex.org/W1879310460","https://openalex.org/W2326122716","https://openalex.org/W4240046694","https://openalex.org/W2033914206","https://openalex.org/W2373865909","https://openalex.org/W2766091780","https://openalex.org/W3003836766","https://openalex.org/W2046077695","https://openalex.org/W2163831990"],"abstract_inverted_index":{"Ensemble":[0,138],"pruning":[1,25,211],"is":[2,19,82,94,115,176],"usually":[3],"used":[4],"to":[5,66,97,109,117],"improve":[6],"classification":[7],"ability":[8],"of":[9,15,34,45,54,59,62,69,73,89,144,169],"an":[10,20,55,119,154],"ensemble":[11,24,170,175,220],"using":[12,32,141,159,185],"less":[13],"number":[14],"classifiers,":[16,76],"and":[17,43,77,87,147,196],"it":[18,107,114],"NP-hard":[21],"problem.":[22],"Existing":[23],"approaches":[26],"always":[27],"find":[28],"the":[29,60,67,70,74,92,95,111,151,166,173,180,186],"optimal":[30],"sub-ensemble":[31],"diversity":[33,61,86,145],"classifiers":[35,46,63,152,182],"or":[36],"running":[37],"heuristic":[38,148],"search":[39],"algorithms":[40,102],"separately.":[41],"Diversity":[42],"accuracy":[44,72,88],"are":[47,157],"widely":[48],"recognized":[49],"as":[50],"two":[51],"important":[52],"properties":[53],"ensemble.":[56,100],"The":[57],"increase":[58],"must":[64],"lead":[65],"decrease":[68],"average":[71],"whole":[75],"vice":[78],"versa,":[79],"so":[80],"there":[81],"a":[83,98,125,134,142,160,215],"tradeoff":[84,93],"between":[85],"classifiers.":[90],"Finding":[91],"key":[96],"successful":[99],"Heuristic":[101],"have":[103],"good":[104],"results":[105,198],"when":[106],"comes":[108],"finding":[110],"tradeoff,":[112],"but":[113],"unfeasible":[116],"do":[118],"exhaustive":[120],"search.":[121],"Hence,":[122],"we":[123],"propose":[124],"Spread":[126,188],"Binary":[127,189],"Artificial":[128,190],"Fish":[129,191],"swarm":[130],"algorithm":[131],"combined":[132],"with":[133],"Double-fault":[135],"measure":[136],"for":[137,219],"Pruning":[139],"(SBAFDEP)":[140],"combination":[143],"measures":[146],"algorithms.":[149],"First,":[150],"in":[153],"initial":[155],"pool":[156],"pre-pruned":[158],"double-fault":[161],"measure,":[162],"which":[163],"significantly":[164],"alleviates":[165],"computational":[167],"complexity":[168],"pruning.":[171,221],"Second,":[172],"final":[174],"efficiently":[177],"assembled":[178],"from":[179],"retaining":[181],"after":[183],"pre-pruning":[184],"proposed":[187],"Swarm":[192],"Algorithm":[193],"(SBAFSA).":[194],"Simulation":[195],"experiment":[197],"on":[199],"25":[200],"UCI":[201],"datasets":[202],"show":[203],"that":[204],"SBAFDEP":[205],"performs":[206],"better":[207],"than":[208],"other":[209],"state-of-the-art":[210],"approaches.":[212],"It":[213],"provides":[214],"novel":[216],"research":[217],"idea":[218]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}