{"id":"https://openalex.org/W4210389245","doi":"https://doi.org/10.1109/access.2022.3146424","title":"Single-Point Crossover and Jellyfish Optimization for Handling Imbalanced Data Classification Problem","display_name":"Single-Point Crossover and Jellyfish Optimization for Handling Imbalanced Data Classification Problem","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4210389245","doi":"https://doi.org/10.1109/access.2022.3146424"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3146424","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3146424","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09693509.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09693509.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049994991","display_name":"Abeer S. Desuky","orcid":"https://orcid.org/0000-0003-1661-9134"},"institutions":[{"id":"https://openalex.org/I184834183","display_name":"Al-Azhar University","ror":"https://ror.org/05fnp1145","country_code":"EG","type":"education","lineage":["https://openalex.org/I184834183"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Abeer S. Desuky","raw_affiliation_strings":["Department of Mathematics, Faculty of Science, Al-Azhar University, Cairo, Egypt","ORCiD"],"raw_orcid":"https://orcid.org/0000-0003-1661-9134","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Science, Al-Azhar University, Cairo, Egypt","institution_ids":["https://openalex.org/I184834183"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021299865","display_name":"Yomna M. Elbarawy","orcid":"https://orcid.org/0000-0001-5140-2542"},"institutions":[{"id":"https://openalex.org/I184834183","display_name":"Al-Azhar University","ror":"https://ror.org/05fnp1145","country_code":"EG","type":"education","lineage":["https://openalex.org/I184834183"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Yomna M. Elbarawy","raw_affiliation_strings":["Department of Mathematics, Faculty of Science, Al-Azhar University, Cairo, Egypt","ORCiD"],"raw_orcid":"https://orcid.org/0000-0001-5140-2542","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Science, Al-Azhar University, Cairo, Egypt","institution_ids":["https://openalex.org/I184834183"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078332598","display_name":"Samina Kausar","orcid":"https://orcid.org/0000-0003-1330-7266"},"institutions":[{"id":"https://openalex.org/I146840658","display_name":"University of Azad Jammu and Kashmir","ror":"https://ror.org/015566d55","country_code":"PK","type":"education","lineage":["https://openalex.org/I146840658"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Samina Kausar","raw_affiliation_strings":["University of Kotli Azad Jammu and Kashmir, Kotli Azad Kashmir, Pakistan","ORCiD"],"raw_orcid":"https://orcid.org/0000-0003-1330-7266","affiliations":[{"raw_affiliation_string":"University of Kotli Azad Jammu and Kashmir, Kotli Azad Kashmir, Pakistan","institution_ids":["https://openalex.org/I146840658"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076684202","display_name":"Asmaa Hekal Omar","orcid":null},"institutions":[{"id":"https://openalex.org/I184834183","display_name":"Al-Azhar University","ror":"https://ror.org/05fnp1145","country_code":"EG","type":"education","lineage":["https://openalex.org/I184834183"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Asmaa Hekal Omar","raw_affiliation_strings":["Department of Mathematics, Faculty of Science, Al-Azhar University, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Faculty of Science, Al-Azhar University, Cairo, Egypt","institution_ids":["https://openalex.org/I184834183"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062872897","display_name":"Sadiq Hussain","orcid":"https://orcid.org/0000-0002-9840-4796"},"institutions":[{"id":"https://openalex.org/I64128412","display_name":"Dibrugarh University","ror":"https://ror.org/045kfbt16","country_code":"IN","type":"education","lineage":["https://openalex.org/I64128412"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sadiq Hussain","raw_affiliation_strings":["Dibrugarh University, Examination Branch, Dibrugarh, Assam, India","ORCiD"],"raw_orcid":"https://orcid.org/0000-0002-9840-4796","affiliations":[{"raw_affiliation_string":"Dibrugarh University, Examination Branch, Dibrugarh, Assam, India","institution_ids":["https://openalex.org/I64128412"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.9422,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.87774577,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"10","issue":null,"first_page":"11730","last_page":"11749"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9901000261306763,"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"}},{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection","score":0.954200029373169,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7616660594940186},{"id":"https://openalex.org/keywords/oversampling","display_name":"Oversampling","score":0.7343554496765137},{"id":"https://openalex.org/keywords/crossover","display_name":"Crossover","score":0.6002135276794434},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5437939167022705},{"id":"https://openalex.org/keywords/resampling","display_name":"Resampling","score":0.5290077328681946},{"id":"https://openalex.org/keywords/comparability","display_name":"Comparability","score":0.5231351256370544},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.5117301940917969},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4773300290107727},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4738609790802002},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46847668290138245},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13536572456359863}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7616660594940186},{"id":"https://openalex.org/C197323446","wikidata":"https://www.wikidata.org/wiki/Q331222","display_name":"Oversampling","level":3,"score":0.7343554496765137},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.6002135276794434},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5437939167022705},{"id":"https://openalex.org/C150921843","wikidata":"https://www.wikidata.org/wiki/Q1170431","display_name":"Resampling","level":2,"score":0.5290077328681946},{"id":"https://openalex.org/C197947376","wikidata":"https://www.wikidata.org/wiki/Q5155608","display_name":"Comparability","level":2,"score":0.5231351256370544},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.5117301940917969},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4773300290107727},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4738609790802002},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46847668290138245},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13536572456359863},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3146424","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3146424","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09693509.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:203585a9f93c44ddbc00697becad593c","is_oa":true,"landing_page_url":"https://doaj.org/article/203585a9f93c44ddbc00697becad593c","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 11730-11749 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3146424","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3146424","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09693509.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4210389245.pdf","grobid_xml":"https://content.openalex.org/works/W4210389245.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W2037065645","https://openalex.org/W2556682589","https://openalex.org/W2617595617","https://openalex.org/W2752556849","https://openalex.org/W2800318991","https://openalex.org/W2885374439","https://openalex.org/W2896206046","https://openalex.org/W2899434936","https://openalex.org/W2900716719","https://openalex.org/W2918408501","https://openalex.org/W2926490873","https://openalex.org/W2938597499","https://openalex.org/W2950787058","https://openalex.org/W2962981269","https://openalex.org/W2967577617","https://openalex.org/W2993510908","https://openalex.org/W3014150937","https://openalex.org/W3015264729","https://openalex.org/W3038155884","https://openalex.org/W3039545761","https://openalex.org/W3042350893","https://openalex.org/W3048311949","https://openalex.org/W3055496383","https://openalex.org/W3082206978","https://openalex.org/W3092353401","https://openalex.org/W3095606640","https://openalex.org/W3135716114","https://openalex.org/W4241324853"],"related_works":["https://openalex.org/W3008199583","https://openalex.org/W3021503072","https://openalex.org/W3176807344","https://openalex.org/W3138490155","https://openalex.org/W4239496837","https://openalex.org/W3015625717","https://openalex.org/W4382050327","https://openalex.org/W4225140212","https://openalex.org/W4283274834","https://openalex.org/W3014150937"],"abstract_inverted_index":{"The":[0,31,55],"imbalanced":[1,32,56,85,108,127],"datasets":[2,33,47,111],"and":[3,28,39,109,129,137,161,165],"their":[4],"classification":[5],"has":[6],"pulled":[7],"in":[8,20,79,147],"as":[9],"a":[10,66],"hot":[11],"research":[12],"topic":[13],"over":[14],"the":[15,80,88,93,107,138,158],"years.":[16],"It":[17],"is":[18,58,117,155],"used":[19],"different":[21,150],"fields,":[22],"for":[23,68,102],"example,":[24],"security,":[25],"finance,":[26],"health,":[27],"many":[29],"others.":[30],"are":[34,42,77,122,131],"balanced":[35,110],"by":[36,112,157],"applying":[37],"resampling":[38],"various":[40],"solutions":[41],"designed":[43],"to":[44,91],"tackle":[45],"such":[46,84],"that":[48],"mainly":[49],"focus":[50],"on":[51,124],"class":[52],"distribution":[53],"issues.":[54],"data":[57,70,95],"rebalanced":[59],"using":[60,87],"these":[61],"methods.":[62],"This":[63],"paper":[64],"introduces":[65],"technique":[67],"balancing":[69],"through":[71],"two":[72],"stages:":[73],"first,":[74],"oversampling":[75,135],"methods":[76,136],"utilized":[78],"process":[81],"of":[82,96,106,149],"rebalancing":[83],"dataset":[86],"single-point":[89],"crossover":[90],"generate":[92],"new":[94],"minority":[97],"classes,":[98],"second,":[99],"it":[100],"searches":[101],"an":[103,118],"optimal":[104],"subset":[105],"Jellyfish":[113],"Search":[114],"(JS)":[115],"which":[116],"optimization":[119],"method.":[120],"Experiments":[121],"performed":[123],"18":[125],"real":[126],"datasets,":[128],"results":[130],"compared":[132],"with":[133,163],"famous":[134],"recently":[139],"published":[140],"ACOR":[141],"(Ant":[142],"Colony":[143],"Optimization":[144],"Resampling)":[145],"method":[146,160],"terms":[148],"appraisal":[151],"measurements.":[152],"Higher":[153],"performance":[154],"recorded":[156],"proposed":[159],"comparability":[162],"well-known":[164],"recent":[166],"techniques.":[167]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}