{"id":"https://openalex.org/W2960063072","doi":"https://doi.org/10.1145/3319619.3326836","title":"A new evolutionary rough fuzzy integrated machine learning technique for microRNA selection using next-generation sequencing data of breast cancer","display_name":"A new evolutionary rough fuzzy integrated machine learning technique for microRNA selection using next-generation sequencing data of breast cancer","publication_year":2019,"publication_date":"2019-07-10","ids":{"openalex":"https://openalex.org/W2960063072","doi":"https://doi.org/10.1145/3319619.3326836","mag":"2960063072"},"language":"en","primary_location":{"id":"doi:10.1145/3319619.3326836","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3319619.3326836","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"type":"article","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/A5013275588","display_name":"Jnanendra Prasad Sarkar","orcid":"https://orcid.org/0000-0002-6644-8620"},"institutions":[{"id":"https://openalex.org/I4210116539","display_name":"Larsen & Toubro (India)","ror":"https://ror.org/01v4kb744","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210116539"]},{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Jnanendra Prasad Sarkar","raw_affiliation_strings":["Larsen & Toubro Infotech Ltd., Pune, India and Jadavpur University, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Larsen & Toubro Infotech Ltd., Pune, India and Jadavpur University, Kolkata, India","institution_ids":["https://openalex.org/I4210116539","https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003577135","display_name":"Indrajit Saha","orcid":"https://orcid.org/0000-0001-9513-9707"},"institutions":[{"id":"https://openalex.org/I4210094264","display_name":"National Institute of Technical Teachers\u2019 Training and Research","ror":"https://ror.org/00k8f0f41","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210094264"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Indrajit Saha","raw_affiliation_strings":["National Institute of Technical, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technical, Kolkata, India","institution_ids":["https://openalex.org/I4210094264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091535094","display_name":"Somnath Rakshit","orcid":"https://orcid.org/0000-0002-2017-5997"},"institutions":[{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Somnath Rakshit","raw_affiliation_strings":["University of Warsaw, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"University of Warsaw, Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101665259","display_name":"Monalisa Pal","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Monalisa Pal","raw_affiliation_strings":["Machine Intelligence Unit, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Machine Intelligence Unit, Kolkata, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023136258","display_name":"Micha\u0142 Wlasnowolski","orcid":"https://orcid.org/0000-0003-0857-0713"},"institutions":[{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]},{"id":"https://openalex.org/I108403487","display_name":"Warsaw University of Technology","ror":"https://ror.org/00y0xnp53","country_code":"PL","type":"education","lineage":["https://openalex.org/I108403487"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Michal Wlasnowolski","raw_affiliation_strings":["University of Technology, Warsaw, Poland and University of Warsaw, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"University of Technology, Warsaw, Poland and University of Warsaw, Warsaw, Poland","institution_ids":["https://openalex.org/I108403487","https://openalex.org/I4654613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009043386","display_name":"Anasua Sarkar","orcid":"https://orcid.org/0000-0001-7365-3924"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anasua Sarkar","raw_affiliation_strings":["Jadavpur University, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Jadavpur University, Kolkata, India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072356717","display_name":"Ujjwal Maulik","orcid":"https://orcid.org/0000-0003-1167-0774"},"institutions":[{"id":"https://openalex.org/I170979836","display_name":"Jadavpur University","ror":"https://ror.org/02af4h012","country_code":"IN","type":"education","lineage":["https://openalex.org/I170979836"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ujjwal Maulik","raw_affiliation_strings":["Jadavpur University, Kolkata, India"],"affiliations":[{"raw_affiliation_string":"Jadavpur University, Kolkata, India","institution_ids":["https://openalex.org/I170979836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021916927","display_name":"Dariusz Plewczy\u0144ski","orcid":"https://orcid.org/0000-0002-3840-7610"},"institutions":[{"id":"https://openalex.org/I4654613","display_name":"University of Warsaw","ror":"https://ror.org/039bjqg32","country_code":"PL","type":"education","lineage":["https://openalex.org/I4654613"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Dariusz Plewczynski","raw_affiliation_strings":["University of Warsaw, Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"University of Warsaw, Warsaw, Poland","institution_ids":["https://openalex.org/I4654613"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5013275588"],"corresponding_institution_ids":["https://openalex.org/I170979836","https://openalex.org/I4210116539"],"apc_list":null,"apc_paid":null,"fwci":1.5763,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.83695652,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1846","last_page":"1854"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10062","display_name":"MicroRNA in disease regulation","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6463302969932556},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6362520456314087},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5888466238975525},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5443581342697144},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.538279116153717},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45309075713157654},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4489455223083496},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4466966986656189}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6463302969932556},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6362520456314087},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5888466238975525},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5443581342697144},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.538279116153717},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45309075713157654},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4489455223083496},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4466966986656189}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3319619.3326836","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3319619.3326836","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},{"id":"pmh:oai:lup.lub.lu.se:cba91f71-2714-4104-abb7-17341f27197c","is_oa":false,"landing_page_url":"https://lup.lub.lu.se/record/cba91f71-2714-4104-abb7-17341f27197c","pdf_url":null,"source":{"id":"https://openalex.org/S4306400536","display_name":"Lund University Publications (Lund University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I187531555","host_organization_name":"Lund University","host_organization_lineage":["https://openalex.org/I187531555"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"contributiontobookanthology/conference"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.6600000262260437,"display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G7947113873","display_name":null,"funder_award_id":"2014/15/B/ST6/05082","funder_id":"https://openalex.org/F4320322511","funder_display_name":"Narodowe Centrum Nauki"}],"funders":[{"id":"https://openalex.org/F4320322511","display_name":"Narodowe Centrum Nauki","ror":"https://ror.org/03ha2q922"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W168777568","https://openalex.org/W1550696814","https://openalex.org/W1609044025","https://openalex.org/W1976670813","https://openalex.org/W1982881522","https://openalex.org/W1985258161","https://openalex.org/W2004524042","https://openalex.org/W2008945738","https://openalex.org/W2059073003","https://openalex.org/W2103017472","https://openalex.org/W2113076747","https://openalex.org/W2113635738","https://openalex.org/W2119821739","https://openalex.org/W2127367545","https://openalex.org/W2149706766","https://openalex.org/W2152195021","https://openalex.org/W2156563694","https://openalex.org/W2157752893","https://openalex.org/W2159482845","https://openalex.org/W2161149887","https://openalex.org/W2162674813","https://openalex.org/W2171230529","https://openalex.org/W2295277526","https://openalex.org/W2345356016","https://openalex.org/W2537623931","https://openalex.org/W2911964244","https://openalex.org/W4294216483"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W1926736923","https://openalex.org/W2158836806","https://openalex.org/W2393816671","https://openalex.org/W2083665254","https://openalex.org/W3019402777"],"abstract_inverted_index":{"MicroRNAs":[0],"(miRNA)":[1],"play":[2],"an":[3,160],"important":[4],"role":[5],"in":[6,63,66,173,219],"various":[7],"biological":[8,29,101,211],"process":[9],"by":[10],"regulating":[11],"gene":[12],"expression.":[13],"Their":[14],"abnormal":[15],"expression":[16],"may":[17,26],"lead":[18],"to":[19,45,92,105,117,138,147],"cancer.":[20],"Therefore,":[21],"analysis":[22],"of":[23,81,124,179,195],"such":[24,47],"data":[25,194],"discover":[27],"potential":[28],"insight":[30],"for":[31,164],"cancer":[32,197],"diagnosis.":[33],"In":[34],"this":[35,67,174,220],"regard,":[36],"recently":[37],"many":[38],"feature":[39,75],"selection":[40,76],"methods":[41,50],"have":[42,51],"been":[43,186],"developed":[44],"identify":[46,93],"miRNAs.":[48,176],"These":[49],"their":[52],"own":[53],"merits":[54],"and":[55,83,88,108,113,121,154,189,216],"demerits":[56],"as":[57,159],"the":[58,79,99,119,125,131,140,144,180,205],"task":[59,142],"is":[60,136],"very":[61],"challenging":[62],"nature.":[64],"Thus,":[65],"article,":[68],"we":[69],"propose":[70],"a":[71],"novel":[72],"wrapper":[73,182],"based":[74,183],"technique":[77],"with":[78],"integration":[80],"Rough":[82,112],"Fuzzy":[84,114],"sets,":[85],"Random":[86,134],"Forest":[87,135],"Particle":[89,165],"Swarm":[90,166],"Optimization,":[91],"putative":[94],"miRNAs":[95,207],"that":[96],"can":[97],"solve":[98],"underlying":[100,161],"problem":[102,163],"effectively,":[103],"i.e.":[104],"separate":[106],"tumour":[107],"control":[109],"samples.":[110],"Here,":[111],"sets":[115],"help":[116],"address":[118],"vagueness":[120],"overlapping":[122],"characteristics":[123],"dataset":[126,217],"while":[127],"performing":[128],"clustering.":[129],"On":[130],"other":[132],"hand,":[133],"applied":[137],"perform":[139],"classification":[141,155],"on":[143,191],"clustering":[145,153],"results":[146],"yield":[148],"better":[149],"solutions.":[150],"The":[151,177,199,214],"integrated":[152],"tasks":[156],"are":[157,208,222],"considered":[158],"optimization":[162],"Optimization":[167],"method":[168,184],"where":[169],"particles":[170],"encode":[171],"features,":[172],"case,":[175],"performance":[178],"proposed":[181],"has":[185],"demonstrated":[187],"quantitatively":[188],"visually":[190],"next-generation":[192],"sequencing":[193],"breast":[196],"from":[198],"Cancer":[200],"Genome":[201],"Atlas":[202],"(TCGA).":[203],"Finally,":[204],"selected":[206],"validated":[209],"through":[210],"significance":[212],"tests.":[213],"code":[215],"used":[218],"paper":[221],"available":[223],"online1.":[224]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}