{"id":"https://openalex.org/W4413209722","doi":"https://doi.org/10.1016/j.ijin.2025.07.005","title":"Prostate cancer detection in intelligent big data systems using omnipresent AI with Fox and Golden Jackal Optimizers","display_name":"Prostate cancer detection in intelligent big data systems using omnipresent AI with Fox and Golden Jackal Optimizers","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413209722","doi":"https://doi.org/10.1016/j.ijin.2025.07.005"},"language":"en","primary_location":{"id":"doi:10.1016/j.ijin.2025.07.005","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijin.2025.07.005","pdf_url":null,"source":{"id":"https://openalex.org/S4210202467","display_name":"International Journal of Intelligent Networks","issn_l":"2666-6030","issn":["2666-6030"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.ijin.2025.07.005","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042846465","display_name":"Akshat Gaurav","orcid":"https://orcid.org/0000-0002-5796-9424"},"institutions":[{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]},{"id":"https://openalex.org/I4210147267","display_name":"Ronin Institute","ror":"https://ror.org/04awze035","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210147267"]}],"countries":["TW","US"],"is_corresponding":false,"raw_author_name":"Akshat Gaurav","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Asia University, Taichung 413, Taiwan, China","Ronin Institute, Montclair, NJ, USA"],"raw_orcid":"https://orcid.org/0000-0002-5796-9424","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Asia University, Taichung 413, Taiwan, China","institution_ids":["https://openalex.org/I143578492"]},{"raw_affiliation_string":"Ronin Institute, Montclair, NJ, USA","institution_ids":["https://openalex.org/I4210147267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086803967","display_name":"Varsha Arya","orcid":"https://orcid.org/0000-0001-7549-4429"},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]},{"id":"https://openalex.org/I5847235","display_name":"University of Petroleum and Energy Studies","ror":"https://ror.org/04q2jes40","country_code":"IN","type":"education","lineage":["https://openalex.org/I5847235"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Varsha Arya","raw_affiliation_strings":["Center for Interdisciplinary Research, University of Petroleum and Energy Studies (UPES), Dehradun, India","Hong Kong Metropolitan University, Hong Kong SAR, China","UCRD, Chandigarh University, Chandigarh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Interdisciplinary Research, University of Petroleum and Energy Studies (UPES), Dehradun, India","institution_ids":["https://openalex.org/I5847235"]},{"raw_affiliation_string":"Hong Kong Metropolitan University, Hong Kong SAR, China","institution_ids":[]},{"raw_affiliation_string":"UCRD, Chandigarh University, Chandigarh, India","institution_ids":["https://openalex.org/I101407740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086102702","display_name":"Kwok Tai Chui","orcid":"https://orcid.org/0000-0001-7992-9901"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kwok Tai Chui","raw_affiliation_strings":["Hong Kong Metropolitan University, Hong Kong SAR, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hong Kong Metropolitan University, Hong Kong SAR, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071261948","display_name":"Brij B. Gupta","orcid":"https://orcid.org/0000-0003-4929-4698"},"institutions":[{"id":"https://openalex.org/I143578492","display_name":"Asia University","ror":"https://ror.org/038a1tp19","country_code":"TW","type":"education","lineage":["https://openalex.org/I143578492"]},{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]},{"id":"https://openalex.org/I244572783","display_name":"Symbiosis International University","ror":"https://ror.org/005r2ww51","country_code":"IN","type":"education","lineage":["https://openalex.org/I244572783"]}],"countries":["IN","KR","TW"],"is_corresponding":true,"raw_author_name":"Brij B. Gupta","raw_affiliation_strings":["Department of Computer Science and Information Engineering, Asia University, Taichung 413, Taiwan, China","School of Cybersecurity, Korea University, Seoul, South Korea","Symbiosis Centre for Information Technology (SCIT), Symbiosis International University, Pune, India","VIZJA University, Warsaw, Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Asia University, Taichung 413, Taiwan, China","institution_ids":["https://openalex.org/I143578492"]},{"raw_affiliation_string":"School of Cybersecurity, Korea University, Seoul, South Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Symbiosis Centre for Information Technology (SCIT), Symbiosis International University, Pune, India","institution_ids":["https://openalex.org/I244572783"]},{"raw_affiliation_string":"VIZJA University, Warsaw, Poland","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5071261948"],"corresponding_institution_ids":["https://openalex.org/I143578492","https://openalex.org/I197347611","https://openalex.org/I244572783"],"apc_list":{"value":800,"currency":"USD","value_usd":800},"apc_paid":{"value":800,"currency":"USD","value_usd":800},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21742557,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":"166","last_page":"175"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13693","display_name":"Smart Systems and Machine Learning","score":0.9829000234603882,"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"}},"topics":[{"id":"https://openalex.org/T13693","display_name":"Smart Systems and Machine Learning","score":0.9829000234603882,"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"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9818999767303467,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9760000109672546,"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/jackal","display_name":"Jackal","score":0.5972551107406616},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5514968037605286},{"id":"https://openalex.org/keywords/prostate-cancer","display_name":"Prostate cancer","score":0.4861831068992615},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4521210789680481},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4153406620025635},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.2574756443500519},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.25706982612609863},{"id":"https://openalex.org/keywords/zoology","display_name":"Zoology","score":0.2283228039741516},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.21115827560424805}],"concepts":[{"id":"https://openalex.org/C2780460740","wikidata":"https://www.wikidata.org/wiki/Q125525","display_name":"Jackal","level":2,"score":0.5972551107406616},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5514968037605286},{"id":"https://openalex.org/C2780192828","wikidata":"https://www.wikidata.org/wiki/Q181257","display_name":"Prostate cancer","level":3,"score":0.4861831068992615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4521210789680481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4153406620025635},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.2574756443500519},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.25706982612609863},{"id":"https://openalex.org/C90856448","wikidata":"https://www.wikidata.org/wiki/Q431","display_name":"Zoology","level":1,"score":0.2283228039741516},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.21115827560424805},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.ijin.2025.07.005","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijin.2025.07.005","pdf_url":null,"source":{"id":"https://openalex.org/S4210202467","display_name":"International Journal of Intelligent Networks","issn_l":"2666-6030","issn":["2666-6030"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Networks","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0fe508845931499a9c4a217f403f4f09","is_oa":true,"landing_page_url":"https://doaj.org/article/0fe508845931499a9c4a217f403f4f09","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":"International Journal of Intelligent Networks, Vol 6, Iss , Pp 166-175 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.ijin.2025.07.005","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.ijin.2025.07.005","pdf_url":null,"source":{"id":"https://openalex.org/S4210202467","display_name":"International Journal of Intelligent Networks","issn_l":"2666-6030","issn":["2666-6030"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6700000166893005,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G2091927075","display_name":null,"funder_award_id":"NSTC 114-2221-E-468-015","funder_id":"https://openalex.org/F2461203286","funder_display_name":"National Science and Technology Council"},{"id":"https://openalex.org/G4188867754","display_name":null,"funder_award_id":"NSTC112- 2221-E-468-008-MY3","funder_id":"https://openalex.org/F2461203286","funder_display_name":"National Science and Technology Council"}],"funders":[{"id":"https://openalex.org/F2461203286","display_name":"National Science and Technology Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W2798746525","https://openalex.org/W2805927262","https://openalex.org/W2806352978","https://openalex.org/W2807140035","https://openalex.org/W2970030574","https://openalex.org/W2971216795","https://openalex.org/W2995218128","https://openalex.org/W2996895692","https://openalex.org/W3003350623","https://openalex.org/W3015887428","https://openalex.org/W3101285135","https://openalex.org/W3166494441","https://openalex.org/W3167561443","https://openalex.org/W3180519483","https://openalex.org/W3202309451","https://openalex.org/W3206631587","https://openalex.org/W3217160280","https://openalex.org/W4205939867","https://openalex.org/W4210611917","https://openalex.org/W4220893130","https://openalex.org/W4224258320","https://openalex.org/W4224314705","https://openalex.org/W4225000912","https://openalex.org/W4226275697","https://openalex.org/W4239404291","https://openalex.org/W4281788587","https://openalex.org/W4294871833","https://openalex.org/W4312480393","https://openalex.org/W4316660737","https://openalex.org/W4318257708","https://openalex.org/W4321093307","https://openalex.org/W4327900071","https://openalex.org/W4360841925","https://openalex.org/W4379379411","https://openalex.org/W4388663843","https://openalex.org/W4390025969","https://openalex.org/W4391211384","https://openalex.org/W4392237007","https://openalex.org/W4392518306","https://openalex.org/W4392683725","https://openalex.org/W4396218435","https://openalex.org/W4400682750","https://openalex.org/W4401666747","https://openalex.org/W4401812799","https://openalex.org/W4402126864","https://openalex.org/W6675279322","https://openalex.org/W6749389596","https://openalex.org/W6772178087","https://openalex.org/W6811116554","https://openalex.org/W6847201691","https://openalex.org/W6860896912","https://openalex.org/W6862585177"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4389567119","https://openalex.org/W2095791909","https://openalex.org/W3092611208","https://openalex.org/W4318830289","https://openalex.org/W2290220498","https://openalex.org/W185257889","https://openalex.org/W2132568206"],"abstract_inverted_index":{"Prostate":[0],"cancer":[1,38,105],"is":[2],"one":[3],"of":[4,26,59,72,138],"the":[5,24,48,57,67,87,139],"most":[6],"critical":[7],"health":[8],"concerns,":[9],"making":[10],"early":[11],"detection":[12,106],"essential":[13],"for":[14,44,51,64,96,119,135,151],"improved":[15,148],"patient":[16],"outcomes.":[17],"In":[18],"this":[19,21],"context,":[20],"work":[22],"used":[23,54],"ability":[25],"omnipresent":[27],"AI":[28],"and":[29,35,47,82,93,144],"big":[30],"data":[31,125],"to":[32,55,122],"provide":[33],"accurate":[34],"fast":[36],"prostate":[37,104,153],"detection.":[39],"Golden":[40,132],"Jackal":[41,133],"Optimization":[42],"(GJO)":[43],"hyperparameter":[45,136],"optimization":[46],"Fox":[49,117],"optimizer":[50],"feature":[52,120],"selection":[53,121],"optimize":[56],"performance":[58,143],"CNN":[60,140],"model.":[61],"After":[62],"training":[63],"five":[65],"epochs,":[66],"model":[68,113],"achieved":[69],"an":[70],"accuracy":[71,150],"72%.":[73],"Comparative":[74],"analysis":[75],"with":[76],"models":[77],"such":[78],"as":[79],"GRU,":[80],"LSTM,":[81],"traditional":[83],"classifiers":[84],"demonstrates":[85],"that":[86],"proposed":[88],"method":[89],"provides":[90],"a":[91,103,109],"robust":[92],"scalable":[94],"solution":[95],"large-scale,":[97],"data-driven":[98],"healthcare":[99],"applications.":[100],"\u2022":[101,115,130,146],"Developed":[102],"framework":[107],"utilizing":[108],"CNN-based":[110],"deep":[111],"learning":[112],".":[114],"Employed":[116],"Optimizer":[118,134],"enhance":[123],"relevant":[124],"extraction":[126],"from":[127],"medical":[128],"imaging.":[129],"Utilized":[131],"tuning":[137],"model,":[141],"optimizing":[142],"efficiency.":[145],"Significantly":[147],"classification":[149],"detecting":[152],"cancer.":[154]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}