{"id":"https://openalex.org/W1990805298","doi":"https://doi.org/10.1109/bigcomp.2014.6741403","title":"Ensemble learning for robust prediction of microRNA-mRNA interactions","display_name":"Ensemble learning for robust prediction of microRNA-mRNA interactions","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W1990805298","doi":"https://doi.org/10.1109/bigcomp.2014.6741403","mag":"1990805298"},"language":"en","primary_location":{"id":"doi:10.1109/bigcomp.2014.6741403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigcomp.2014.6741403","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Big Data and Smart Computing (BIGCOMP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5036671957","display_name":"Seunghak Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seunghak Yu","raw_affiliation_strings":["Electrical and Computer Engineering, Seoul National University, Seoul, Korea","Electr. & Comput. Eng., Seoul Nat. Univ., Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Electr. & Comput. Eng., Seoul Nat. Univ., Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079709359","display_name":"Juho Kim","orcid":"https://orcid.org/0000-0001-6348-4127"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]},{"id":"https://openalex.org/I197347611","display_name":"Korea University","ror":"https://ror.org/047dqcg40","country_code":"KR","type":"education","lineage":["https://openalex.org/I197347611"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Juho Kim","raw_affiliation_strings":["IT Convergence, Korea University, Seoul, Korea","Electr. & Comput. Eng., Seoul Nat. Univ., Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IT Convergence, Korea University, Seoul, Korea","institution_ids":["https://openalex.org/I197347611"]},{"raw_affiliation_string":"Electr. & Comput. Eng., Seoul Nat. Univ., Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101764096","display_name":"Hyeyoung Min","orcid":"https://orcid.org/0000-0002-7964-2924"},"institutions":[{"id":"https://openalex.org/I67900169","display_name":"Chung-Ang University","ror":"https://ror.org/01r024a98","country_code":"KR","type":"education","lineage":["https://openalex.org/I67900169"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyeyoung Min","raw_affiliation_strings":["RNA Biopharmacy Laboratory, Chung-Ang University, Seoul, Korea","RNA Biopharmacy Lab., Chung-Ang Univ., Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RNA Biopharmacy Laboratory, Chung-Ang University, Seoul, Korea","institution_ids":["https://openalex.org/I67900169"]},{"raw_affiliation_string":"RNA Biopharmacy Lab., Chung-Ang Univ., Seoul, South Korea","institution_ids":["https://openalex.org/I67900169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086877012","display_name":"Sungroh Yoon","orcid":"https://orcid.org/0000-0002-2367-197X"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sungroh Yoon","raw_affiliation_strings":["Electrical and Computer Engineering and Bioinformatics Institute, Seoul National University, Seoul, Korea","Electr. & Comput. Eng. & Bioinf. Inst., Seoul Nat. Univ., Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering and Bioinformatics Institute, Seoul National University, Seoul, Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Electr. & Comput. Eng. & Bioinf. Inst., Seoul Nat. Univ., Seoul, South Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9172,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90521327,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"5","issue":null,"first_page":"45","last_page":"46"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10062","display_name":"MicroRNA in disease regulation","score":1.0,"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/T10062","display_name":"MicroRNA in disease regulation","score":1.0,"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9998000264167786,"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/T10604","display_name":"RNA Research and Splicing","score":0.9993000030517578,"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":0.6694053411483765},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5918319821357727},{"id":"https://openalex.org/keywords/receiver-operating-characteristic","display_name":"Receiver operating characteristic","score":0.5580551028251648},{"id":"https://openalex.org/keywords/microrna","display_name":"microRNA","score":0.5562773942947388},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4981966018676758},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.4973166286945343},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49204370379447937},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3782697916030884},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10264068841934204}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6694053411483765},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5918319821357727},{"id":"https://openalex.org/C58471807","wikidata":"https://www.wikidata.org/wiki/Q327120","display_name":"Receiver operating characteristic","level":2,"score":0.5580551028251648},{"id":"https://openalex.org/C145059251","wikidata":"https://www.wikidata.org/wiki/Q310899","display_name":"microRNA","level":3,"score":0.5562773942947388},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4981966018676758},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.4973166286945343},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49204370379447937},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3782697916030884},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10264068841934204},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigcomp.2014.6741403","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigcomp.2014.6741403","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Big Data and Smart Computing (BIGCOMP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1975981804","https://openalex.org/W2009326616","https://openalex.org/W2053835153","https://openalex.org/W2069795758","https://openalex.org/W2077505366","https://openalex.org/W2090219560","https://openalex.org/W2094253263","https://openalex.org/W2112192177","https://openalex.org/W2120456037","https://openalex.org/W2129931962","https://openalex.org/W2130674065","https://openalex.org/W2132023025","https://openalex.org/W2134497014","https://openalex.org/W2144896290","https://openalex.org/W2149785901","https://openalex.org/W2162674813","https://openalex.org/W2163199119","https://openalex.org/W6677801571"],"related_works":["https://openalex.org/W4376643315","https://openalex.org/W4324137541","https://openalex.org/W2794896638","https://openalex.org/W2900445707","https://openalex.org/W2891633941","https://openalex.org/W4285741730","https://openalex.org/W1191482210","https://openalex.org/W4285046548","https://openalex.org/W3202800081","https://openalex.org/W4210302090"],"abstract_inverted_index":{"Different":[0],"microRNA":[1],"target":[2],"prediction":[3,27,64],"tools":[4,24,65],"produce":[5],"different":[6],"results.":[7],"Motivated":[8],"by":[9],"this":[10,31],"fact,":[11],"here":[12],"we":[13],"present":[14],"an":[15],"ensemble-learning":[16],"approach":[17,32],"that":[18],"combines":[19],"the":[20,53,70],"outcomes":[21],"from":[22,37],"multiple":[23],"to":[25,48,57],"reduce":[26],"error.":[28],"We":[29],"test":[30],"with":[33],"a":[34,38,77],"dataset":[35],"derived":[36],"public":[39],"database":[40],"containing":[41],"human":[42],"microRNAs":[43],"and":[44],"microRNA-mRNA":[45],"pairs.":[46],"According":[47],"our":[49],"experimental":[50],"result,":[51],"using":[52,62],"proposed":[54],"method":[55],"tends":[56],"be":[58],"significantly":[59],"better":[60],"than":[61],"individual":[63],"in":[66],"terms":[67],"of":[68],"increasing":[69],"area":[71],"under":[72],"curve":[73],"(AUC)":[74],"defined":[75],"on":[76],"receiver":[78],"operating":[79],"characteristic":[80],"curve.":[81]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
