{"id":"https://openalex.org/W3154198111","doi":"https://doi.org/10.1007/978-981-16-1877-2_3","title":"An Improved Firefly Algorithm for Software Defect Prediction","display_name":"An Improved Firefly Algorithm for Software Defect Prediction","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3154198111","doi":"https://doi.org/10.1007/978-981-16-1877-2_3","mag":"3154198111"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-16-1877-2_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-1877-2_3","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5060565258","display_name":"Lianglin Cao","orcid":"https://orcid.org/0000-0003-0548-7850"},"institutions":[{"id":"https://openalex.org/I134626604","display_name":"Jiujiang University","ror":"https://ror.org/0066vpg85","country_code":"CN","type":"education","lineage":["https://openalex.org/I134626604"]},{"id":"https://openalex.org/I2800710378","display_name":"Naval University of Engineering","ror":"https://ror.org/056vyez31","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800710378"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lianglin Cao","raw_affiliation_strings":["Jiujiang University, JiuJiang, China","Naval University of Engineering, WuHan, China"],"raw_orcid":"https://orcid.org/0000-0003-0548-7850","affiliations":[{"raw_affiliation_string":"Jiujiang University, JiuJiang, China","institution_ids":["https://openalex.org/I134626604"]},{"raw_affiliation_string":"Naval University of Engineering, WuHan, China","institution_ids":["https://openalex.org/I2800710378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071895699","display_name":"Kerong Ben","orcid":"https://orcid.org/0000-0001-5013-1947"},"institutions":[{"id":"https://openalex.org/I2800710378","display_name":"Naval University of Engineering","ror":"https://ror.org/056vyez31","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800710378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kerong Ben","raw_affiliation_strings":["Naval University of Engineering, WuHan, China"],"raw_orcid":"https://orcid.org/0000-0001-5013-1947","affiliations":[{"raw_affiliation_string":"Naval University of Engineering, WuHan, China","institution_ids":["https://openalex.org/I2800710378"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005019886","display_name":"Hu Peng","orcid":"https://orcid.org/0000-0003-3381-3246"},"institutions":[{"id":"https://openalex.org/I134626604","display_name":"Jiujiang University","ror":"https://ror.org/0066vpg85","country_code":"CN","type":"education","lineage":["https://openalex.org/I134626604"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hu Peng","raw_affiliation_strings":["Jiujiang University, JiuJiang, China"],"raw_orcid":"https://orcid.org/0000-0003-3381-3246","affiliations":[{"raw_affiliation_string":"Jiujiang University, JiuJiang, China","institution_ids":["https://openalex.org/I134626604"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100678090","display_name":"Zhang Xian","orcid":"https://orcid.org/0000-0001-8252-6089"},"institutions":[{"id":"https://openalex.org/I2800710378","display_name":"Naval University of Engineering","ror":"https://ror.org/056vyez31","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800710378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xian Zhang","raw_affiliation_strings":["Naval University of Engineering, WuHan, China"],"raw_orcid":"https://orcid.org/0000-0001-8252-6089","affiliations":[{"raw_affiliation_string":"Naval University of Engineering, WuHan, China","institution_ids":["https://openalex.org/I2800710378"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061357206","display_name":"Feipeng Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I134626604","display_name":"Jiujiang University","ror":"https://ror.org/0066vpg85","country_code":"CN","type":"education","lineage":["https://openalex.org/I134626604"]},{"id":"https://openalex.org/I2800710378","display_name":"Naval University of Engineering","ror":"https://ror.org/056vyez31","country_code":"CN","type":"education","lineage":["https://openalex.org/I2800710378"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feipeng Wang","raw_affiliation_strings":["Jiujiang University, JiuJiang, China","Naval University of Engineering, WuHan, China"],"raw_orcid":"https://orcid.org/0000-0003-2905-3723","affiliations":[{"raw_affiliation_string":"Jiujiang University, JiuJiang, China","institution_ids":["https://openalex.org/I134626604"]},{"raw_affiliation_string":"Naval University of Engineering, WuHan, China","institution_ids":["https://openalex.org/I2800710378"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5060565258"],"corresponding_institution_ids":["https://openalex.org/I134626604","https://openalex.org/I2800710378"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.07701123,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"33","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10260","display_name":"Software Engineering Research","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/firefly-algorithm","display_name":"Firefly algorithm","score":0.8111966848373413},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6714427471160889},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6681930422782898},{"id":"https://openalex.org/keywords/firefly-protocol","display_name":"Firefly protocol","score":0.6232854723930359},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5909196138381958},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.5574660897254944},{"id":"https://openalex.org/keywords/balance","display_name":"Balance (ability)","score":0.5428223609924316},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.502957284450531},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.4914332628250122},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4899968206882477},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4108029305934906},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3765857517719269},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3468815088272095},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.06466183066368103}],"concepts":[{"id":"https://openalex.org/C154982244","wikidata":"https://www.wikidata.org/wiki/Q5451844","display_name":"Firefly algorithm","level":3,"score":0.8111966848373413},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6714427471160889},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6681930422782898},{"id":"https://openalex.org/C107477482","wikidata":"https://www.wikidata.org/wiki/Q22570039","display_name":"Firefly protocol","level":2,"score":0.6232854723930359},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5909196138381958},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.5574660897254944},{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.5428223609924316},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.502957284450531},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.4914332628250122},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4899968206882477},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4108029305934906},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3765857517719269},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3468815088272095},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.06466183066368103},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.0},{"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/C90856448","wikidata":"https://www.wikidata.org/wiki/Q431","display_name":"Zoology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-16-1877-2_3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-16-1877-2_3","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W207773463","https://openalex.org/W1523741643","https://openalex.org/W1630964756","https://openalex.org/W2018626130","https://openalex.org/W2021509116","https://openalex.org/W2044587647","https://openalex.org/W2071150716","https://openalex.org/W2086240160","https://openalex.org/W2090435272","https://openalex.org/W2099919734","https://openalex.org/W2105776892","https://openalex.org/W2109364787","https://openalex.org/W2127623179","https://openalex.org/W2146338950","https://openalex.org/W2169064301","https://openalex.org/W2295939830","https://openalex.org/W2304131403","https://openalex.org/W2734693534","https://openalex.org/W2734878724","https://openalex.org/W2751418796","https://openalex.org/W2765298718","https://openalex.org/W2774595064","https://openalex.org/W2797485770","https://openalex.org/W2888224868","https://openalex.org/W2917884856","https://openalex.org/W2922190955","https://openalex.org/W2945954517","https://openalex.org/W2946483951","https://openalex.org/W2956036877","https://openalex.org/W2968914332","https://openalex.org/W4212863985","https://openalex.org/W4236238981","https://openalex.org/W4246065713","https://openalex.org/W4254444709","https://openalex.org/W4302598362"],"related_works":["https://openalex.org/W2222304693","https://openalex.org/W2490269892","https://openalex.org/W4200439108","https://openalex.org/W2940563633","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":null,"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
