{"id":"https://openalex.org/W4392950523","doi":"https://doi.org/10.3390/bdcc8030033","title":"Cancer Detection Using a New Hybrid Method Based on Pattern Recognition in MicroRNAs Combining Particle Swarm Optimization Algorithm and Artificial Neural Network","display_name":"Cancer Detection Using a New Hybrid Method Based on Pattern Recognition in MicroRNAs Combining Particle Swarm Optimization Algorithm and Artificial Neural Network","publication_year":2024,"publication_date":"2024-03-19","ids":{"openalex":"https://openalex.org/W4392950523","doi":"https://doi.org/10.3390/bdcc8030033"},"language":"en","primary_location":{"id":"doi:10.3390/bdcc8030033","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc8030033","pdf_url":"https://www.mdpi.com/2504-2289/8/3/33/pdf?version=1710892891","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2504-2289/8/3/33/pdf?version=1710892891","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007450663","display_name":"Sepideh Molaei","orcid":"https://orcid.org/0000-0002-4077-2975"},"institutions":[{"id":"https://openalex.org/I1516879","display_name":"Tarbiat Modares University","ror":"https://ror.org/03mwgfy56","country_code":"IR","type":"education","lineage":["https://openalex.org/I1516879"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Sepideh Molaei","raw_affiliation_strings":["Faculty of Electrical and Computer Engineering, Tarbiat Modares University, Tehran 14115-111, Iran","Faculty of Electrical and Computer Engineering, Tarbiat Modares University, Tehran 14115-111, Iran;"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Tarbiat Modares University, Tehran 14115-111, Iran","institution_ids":["https://openalex.org/I1516879"]},{"raw_affiliation_string":"Faculty of Electrical and Computer Engineering, Tarbiat Modares University, Tehran 14115-111, Iran;","institution_ids":["https://openalex.org/I1516879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014944086","display_name":"Stefano Cirillo","orcid":"https://orcid.org/0000-0003-0201-2753"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Stefano Cirillo","raw_affiliation_strings":["Department of Computer Science, University of Salerno, 84084 Fiscino, Italy","Department of Computer Science, University of Salerno, 84084 Fiscino, Italy;"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Salerno, 84084 Fiscino, Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Department of Computer Science, University of Salerno, 84084 Fiscino, Italy;","institution_ids":["https://openalex.org/I131729948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021217319","display_name":"Giandomenico Solimando","orcid":"https://orcid.org/0009-0000-6627-8820"},"institutions":[{"id":"https://openalex.org/I131729948","display_name":"University of Salerno","ror":"https://ror.org/0192m2k53","country_code":"IT","type":"education","lineage":["https://openalex.org/I131729948"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giandomenico Solimando","raw_affiliation_strings":["Department of Computer Science, University of Salerno, 84084 Fiscino, Italy","Department of Computer Science, University of Salerno, 84084 Fiscino, Italy;"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Salerno, 84084 Fiscino, Italy","institution_ids":["https://openalex.org/I131729948"]},{"raw_affiliation_string":"Department of Computer Science, University of Salerno, 84084 Fiscino, Italy;","institution_ids":["https://openalex.org/I131729948"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007450663"],"corresponding_institution_ids":["https://openalex.org/I1516879"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":1.558,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.82029478,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"8","issue":"3","first_page":"33","last_page":"33"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9944999814033508,"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/T12676","display_name":"Machine Learning and ELM","score":0.9937000274658203,"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8097635507583618},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7048367261886597},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5847084522247314},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.513314425945282},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4541974365711212},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.403882771730423}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8097635507583618},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7048367261886597},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5847084522247314},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.513314425945282},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4541974365711212},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.403882771730423}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/bdcc8030033","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc8030033","pdf_url":"https://www.mdpi.com/2504-2289/8/3/33/pdf?version=1710892891","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a91cd542605648a7ae633905d0a7eecd","is_oa":true,"landing_page_url":"https://doaj.org/article/a91cd542605648a7ae633905d0a7eecd","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data and Cognitive Computing, Vol 8, Iss 3, p 33 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2504-2289/8/3/33/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/bdcc8030033","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/bdcc8030033","is_oa":true,"landing_page_url":"https://doi.org/10.3390/bdcc8030033","pdf_url":"https://www.mdpi.com/2504-2289/8/3/33/pdf?version=1710892891","source":{"id":"https://openalex.org/S4210238752","display_name":"Big Data and Cognitive Computing","issn_l":"2504-2289","issn":["2504-2289"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Big Data and Cognitive Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392950523.pdf"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W22040386","https://openalex.org/W1481189688","https://openalex.org/W1603458113","https://openalex.org/W1980032252","https://openalex.org/W2036983741","https://openalex.org/W2042996013","https://openalex.org/W2056964865","https://openalex.org/W2106085645","https://openalex.org/W2108598243","https://openalex.org/W2129659619","https://openalex.org/W2141125852","https://openalex.org/W2183341477","https://openalex.org/W2195403315","https://openalex.org/W2321252307","https://openalex.org/W2531409750","https://openalex.org/W2576255480","https://openalex.org/W2592929672","https://openalex.org/W2596198811","https://openalex.org/W2618530766","https://openalex.org/W2724430069","https://openalex.org/W2755930428","https://openalex.org/W2789367970","https://openalex.org/W2791697444","https://openalex.org/W2794284562","https://openalex.org/W2817817898","https://openalex.org/W2894885919","https://openalex.org/W2899307344","https://openalex.org/W2900954917","https://openalex.org/W2909194804","https://openalex.org/W2913559493","https://openalex.org/W2916845318","https://openalex.org/W2919115771","https://openalex.org/W2923682152","https://openalex.org/W2935703330","https://openalex.org/W2945210856","https://openalex.org/W2947231938","https://openalex.org/W2963446712","https://openalex.org/W2964118901","https://openalex.org/W3173932558","https://openalex.org/W4205767597","https://openalex.org/W4361002760","https://openalex.org/W4384929468","https://openalex.org/W4385562481","https://openalex.org/W4390510051","https://openalex.org/W4390918390","https://openalex.org/W4390948609","https://openalex.org/W4391252254","https://openalex.org/W4391252284","https://openalex.org/W4391613066","https://openalex.org/W6800649555"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2053286651","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W2181413294","https://openalex.org/W2052122378","https://openalex.org/W3019402777","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"MicroRNAs":[0],"(miRNAs)":[1],"play":[2],"a":[3,37,66,73,139,159,189,207],"crucial":[4],"role":[5],"in":[6,16,23,119,142,162,216],"cancer":[7,17,52,63,153,197,211,219],"development,":[8],"but":[9],"not":[10],"all":[11],"miRNAs":[12,27,60,165],"are":[13],"equally":[14],"significant":[15,140],"detection.":[18],"Traditional":[19],"methods":[20],"face":[21],"challenges":[22],"effectively":[24],"identifying":[25,56,96,163],"cancer-associated":[26],"due":[28],"to":[29,45,50,116,167],"data":[30,125],"complexity":[31],"and":[32,80,127,151,154,186,193,213],"volume.":[33],"This":[34,112,202],"study":[35,179],"introduces":[36],"novel,":[38],"feature-based":[39],"technique":[40],"for":[41,61,85,91,105,146,196,210],"detecting":[42],"attributes":[43],"related":[44],"cancer-affecting":[46],"microRNAs.":[47],"It":[48],"aims":[49,115],"enhance":[51],"diagnosis":[53,212],"accuracy":[54,145],"by":[55,123,172],"the":[57,97,109,143,173,182],"most":[58,98],"relevant":[59,164],"various":[62,147],"types":[64],"using":[65],"hybrid":[67,113],"approach.":[68],"In":[69],"particular,":[70],"we":[71],"used":[72,104],"combination":[74],"of":[75,135,175,184],"particle":[76],"swarm":[77],"optimization":[78],"(PSO)":[79],"artificial":[81],"neural":[82],"networks":[83],"(ANNs)":[84],"this":[86,136],"purpose.":[87],"PSO":[88,185],"was":[89],"employed":[90],"feature":[92],"selection,":[93],"focusing":[94,128],"on":[95,129],"informative":[99],"miRNAs,":[100],"while":[101],"ANNs":[102,187],"were":[103],"recognizing":[106],"patterns":[107],"within":[108],"miRNA":[110,121,200],"data.":[111],"method":[114,137,195,203],"overcome":[117],"limitations":[118],"traditional":[120],"analysis":[122,174],"reducing":[124],"redundancy":[126],"key":[130],"genetic":[131],"markers.":[132],"The":[133,178],"application":[134],"showed":[138],"improvement":[141],"detection":[144,198],"cancers,":[148],"including":[149],"breast":[150],"lung":[152],"melanoma.":[155],"Our":[156],"approach":[157],"demonstrated":[158],"higher":[160],"precision":[161],"compared":[166],"existing":[168],"methods,":[169],"as":[170,206],"evidenced":[171],"different":[176],"datasets.":[177],"concludes":[180],"that":[181],"integration":[183],"provides":[188],"more":[190],"efficient,":[191],"cost-effective,":[192],"accurate":[194],"via":[199],"analysis.":[201],"can":[204],"serve":[205],"supplementary":[208],"tool":[209],"potentially":[214],"aid":[215],"developing":[217],"personalized":[218],"treatments.":[220]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}
