{"id":"https://openalex.org/W3201755747","doi":"https://doi.org/10.1007/978-3-030-88081-1_28","title":"Learning from Imbalanced Data Using Over-Sampling and the Firefly Algorithm","display_name":"Learning from Imbalanced Data Using Over-Sampling and the Firefly Algorithm","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3201755747","doi":"https://doi.org/10.1007/978-3-030-88081-1_28","mag":"3201755747"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-88081-1_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-88081-1_28","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer 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/A5042454628","display_name":"Ireneusz Czarnowski","orcid":"https://orcid.org/0000-0003-0867-3114"},"institutions":[{"id":"https://openalex.org/I4210125238","display_name":"Gdynia Maritime University","ror":"https://ror.org/02vscf791","country_code":"PL","type":"education","lineage":["https://openalex.org/I4210125238"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Ireneusz Czarnowski","raw_affiliation_strings":["Department of Information Systems, Gdynia Maritime University, Gdynia, Poland"],"raw_orcid":"https://orcid.org/0000-0003-0867-3114","affiliations":[{"raw_affiliation_string":"Department of Information Systems, Gdynia Maritime University, Gdynia, Poland","institution_ids":["https://openalex.org/I4210125238"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5042454628"],"corresponding_institution_ids":["https://openalex.org/I4210125238"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.7181,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72254721,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"373","last_page":"386"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9995999932289124,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9995999932289124,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9846000075340271,"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.97079998254776,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/firefly-algorithm","display_name":"Firefly algorithm","score":0.9401800632476807},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7702481746673584},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6906375288963318},{"id":"https://openalex.org/keywords/firefly-protocol","display_name":"Firefly protocol","score":0.6093934178352356},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5561707615852356},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5510256886482239},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5267992615699768},{"id":"https://openalex.org/keywords/metaheuristic","display_name":"Metaheuristic","score":0.5211284756660461},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5005066394805908},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4989659786224365},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45224982500076294},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3588481545448303},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3503280580043793},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13425561785697937},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.06572195887565613}],"concepts":[{"id":"https://openalex.org/C154982244","wikidata":"https://www.wikidata.org/wiki/Q5451844","display_name":"Firefly algorithm","level":3,"score":0.9401800632476807},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7702481746673584},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6906375288963318},{"id":"https://openalex.org/C107477482","wikidata":"https://www.wikidata.org/wiki/Q22570039","display_name":"Firefly protocol","level":2,"score":0.6093934178352356},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5561707615852356},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5510256886482239},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5267992615699768},{"id":"https://openalex.org/C109718341","wikidata":"https://www.wikidata.org/wiki/Q1385229","display_name":"Metaheuristic","level":2,"score":0.5211284756660461},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5005066394805908},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4989659786224365},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45224982500076294},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3588481545448303},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3503280580043793},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13425561785697937},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.06572195887565613},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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:10.1007/978-3-030-88081-1_28","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-88081-1_28","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W135581174","https://openalex.org/W148237172","https://openalex.org/W208128215","https://openalex.org/W1496056137","https://openalex.org/W2126996952","https://openalex.org/W2132791018","https://openalex.org/W2140190241","https://openalex.org/W2148143831","https://openalex.org/W2182722412","https://openalex.org/W2354826874","https://openalex.org/W2601726217","https://openalex.org/W2612634114","https://openalex.org/W2896206046","https://openalex.org/W2905582729","https://openalex.org/W2962807382","https://openalex.org/W2970335793","https://openalex.org/W2982058750","https://openalex.org/W3111007659","https://openalex.org/W3116576821","https://openalex.org/W3130010613","https://openalex.org/W3166810223"],"related_works":["https://openalex.org/W2222304693","https://openalex.org/W4200439108","https://openalex.org/W2940563633","https://openalex.org/W2490269892","https://openalex.org/W2757862489","https://openalex.org/W2411884393","https://openalex.org/W2138097482","https://openalex.org/W2984874436","https://openalex.org/W2912808862","https://openalex.org/W2890875110"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}