{"id":"https://openalex.org/W3088567487","doi":"https://doi.org/10.1109/iccse49874.2020.9201896","title":"A Spark-based Distributed Dragonfly Algorithm for Feature Selection","display_name":"A Spark-based Distributed Dragonfly Algorithm for Feature Selection","publication_year":2020,"publication_date":"2020-08-01","ids":{"openalex":"https://openalex.org/W3088567487","doi":"https://doi.org/10.1109/iccse49874.2020.9201896","mag":"3088567487"},"language":"en","primary_location":{"id":"doi:10.1109/iccse49874.2020.9201896","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccse49874.2020.9201896","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 15th International Conference on Computer Science &amp; Education (ICCSE)","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/A5100324853","display_name":"Hongwei Chen","orcid":"https://orcid.org/0000-0002-2952-2203"},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongwei Chen","raw_affiliation_strings":["School of Computer Science, Hubei University of Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070414589","display_name":"Dongqiang Liu","orcid":"https://orcid.org/0000-0001-5657-5338"},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongqiang Liu","raw_affiliation_strings":["School of Computer Science, Hubei University of Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102801108","display_name":"Lin Han","orcid":"https://orcid.org/0009-0001-6606-0669"},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Han","raw_affiliation_strings":["School of Computer Science, Hubei University of Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103800569","display_name":"Shuyu Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuyu Yao","raw_affiliation_strings":["School of Computer Science, Hubei University of Technology, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049065286","display_name":"Congyuan Jin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155232","display_name":"Fiberhome Technology Group (China)","ror":"https://ror.org/04yv20134","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210155232"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Congyuan Jin","raw_affiliation_strings":["Fiberhome Telecommunication Technologies Co.,Ltd, Wuhan, China","Wuhan Fiberhome Technical ServicesCo.,Ltd, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fiberhome Telecommunication Technologies Co.,Ltd, Wuhan, China","institution_ids":["https://openalex.org/I4210155232"]},{"raw_affiliation_string":"Wuhan Fiberhome Technical ServicesCo.,Ltd, Wuhan, China","institution_ids":["https://openalex.org/I4210155232"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025127675","display_name":"Xiang Hu","orcid":"https://orcid.org/0000-0002-1798-8508"},"institutions":[{"id":"https://openalex.org/I4210155232","display_name":"Fiberhome Technology Group (China)","ror":"https://ror.org/04yv20134","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210155232"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Hu","raw_affiliation_strings":["Fiberhome Telecommunication Technologies Co.,Ltd, Wuhan, China","Wuhan Fiberhome Technical ServicesCo.,Ltd, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fiberhome Telecommunication Technologies Co.,Ltd, Wuhan, China","institution_ids":["https://openalex.org/I4210155232"]},{"raw_affiliation_string":"Wuhan Fiberhome Technical ServicesCo.,Ltd, Wuhan, China","institution_ids":["https://openalex.org/I4210155232"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2708,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.6479669,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"419","last_page":"423"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9991999864578247,"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":0.9991999864578247,"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/T10057","display_name":"Face and Expression Recognition","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11550","display_name":"Text and Document Classification Technologies","score":0.9783999919891357,"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/spark","display_name":"SPARK (programming language)","score":0.6863024830818176},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6535742282867432},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.632721483707428},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5398402214050293},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5162270069122314},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5083674788475037},{"id":"https://openalex.org/keywords/population-based-incremental-learning","display_name":"Population-based incremental learning","score":0.5072245597839355},{"id":"https://openalex.org/keywords/dragonfly","display_name":"Dragonfly","score":0.48205432295799255},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4613160789012909},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4523977041244507},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.43430712819099426},{"id":"https://openalex.org/keywords/meta-optimization","display_name":"Meta-optimization","score":0.42006075382232666},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4111097455024719},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34203457832336426},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3019474744796753},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1639329493045807},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1562354862689972},{"id":"https://openalex.org/keywords/odonata","display_name":"Odonata","score":0.10064250230789185}],"concepts":[{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.6863024830818176},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6535742282867432},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.632721483707428},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5398402214050293},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5162270069122314},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5083674788475037},{"id":"https://openalex.org/C184497298","wikidata":"https://www.wikidata.org/wiki/Q7229773","display_name":"Population-based incremental learning","level":3,"score":0.5072245597839355},{"id":"https://openalex.org/C2777795971","wikidata":"https://www.wikidata.org/wiki/Q80066","display_name":"Dragonfly","level":3,"score":0.48205432295799255},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4613160789012909},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4523977041244507},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.43430712819099426},{"id":"https://openalex.org/C4935549","wikidata":"https://www.wikidata.org/wiki/Q6822261","display_name":"Meta-optimization","level":3,"score":0.42006075382232666},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4111097455024719},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34203457832336426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3019474744796753},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1639329493045807},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1562354862689972},{"id":"https://openalex.org/C2781015247","wikidata":"https://www.wikidata.org/wiki/Q25375","display_name":"Odonata","level":2,"score":0.10064250230789185},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccse49874.2020.9201896","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccse49874.2020.9201896","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 15th International Conference on Computer Science &amp; Education (ICCSE)","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":19,"referenced_works":["https://openalex.org/W414544266","https://openalex.org/W2000621750","https://openalex.org/W2012691599","https://openalex.org/W2060070251","https://openalex.org/W2082395509","https://openalex.org/W2109722477","https://openalex.org/W2111416126","https://openalex.org/W2131975293","https://openalex.org/W2153066446","https://openalex.org/W2184868674","https://openalex.org/W2522911777","https://openalex.org/W2560476484","https://openalex.org/W2583397869","https://openalex.org/W2732611539","https://openalex.org/W2743948497","https://openalex.org/W2755061459","https://openalex.org/W2770690579","https://openalex.org/W2783090095","https://openalex.org/W6679815717"],"related_works":["https://openalex.org/W3175492461","https://openalex.org/W2349880012","https://openalex.org/W4254728455","https://openalex.org/W2155027171","https://openalex.org/W4251598402","https://openalex.org/W4249911020","https://openalex.org/W2101982604","https://openalex.org/W4251867900","https://openalex.org/W4255933199","https://openalex.org/W2064754602"],"abstract_inverted_index":{"Dragonfly":[0,49,83,99],"algorithm":[1,12,24,51,63,84,93,100],"is":[2,13],"an":[3],"intelligent":[4],"group":[5],"optimization":[6,50,59,92],"algorithm.":[7,77,96,134],"In":[8],"this":[9,44],"paper,":[10],"dragonfly":[11,23,62],"well":[14],"used":[15],"in":[16],"the":[17,26,36,57,65,73,76,105,110,115,119,130,133],"field":[18],"of":[19,28,38,61,69,75,107,118,132],"feature":[20,39],"selection.":[21],"However,":[22],"has":[25,85],"problem":[27,106],"falling":[29,108],"into":[30,109],"local":[31,111],"optimal":[32,112],"solution,":[33,113],"which":[34,55],"reduces":[35],"performance":[37,74,87,131],"selection":[40],"and":[41,94,127],"classification.":[42],"Therefore,":[43],"paper":[45],"proposes":[46],"a":[47],"binary":[48,82,98],"based":[52,101],"on":[53,102],"spark,":[54,70],"integrates":[56],"global":[58],"ability":[60,68],"with":[64,124],"parallel":[66],"computing":[67],"greatly":[71,128],"improving":[72],"Experimental":[78],"results":[79],"show":[80],"that":[81],"better":[86],"than":[88],"traditional":[89],"particle":[90],"swarm":[91],"genetic":[95],"The":[97],"spark":[103],"solves":[104],"improves":[114],"running":[116],"speed":[117],"algorithm,":[120],"can":[121],"effectively":[122],"deal":[123],"massive":[125],"data,":[126],"enhances":[129]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
