{"id":"https://openalex.org/W2051722418","doi":"https://doi.org/10.1109/bibm.2014.6999155","title":"ESclassifier: A random forest classifier for detection of exon skipping events from RNA-Seq data","display_name":"ESclassifier: A random forest classifier for detection of exon skipping events from RNA-Seq data","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W2051722418","doi":"https://doi.org/10.1109/bibm.2014.6999155","mag":"2051722418"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2014.6999155","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2014.6999155","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","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/A5100762649","display_name":"Yang Bai","orcid":"https://orcid.org/0000-0003-3686-1868"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Bai","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, 92 West Dazhi Street Harbin, China, 150001"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, 92 West Dazhi Street Harbin, China, 150001","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083887302","display_name":"Shufan Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shufan Ji","raw_affiliation_strings":["School of Computer Science and Engineering, Beijing University of Aeronautics and Astronautics, 43 Xueyuan Road, Beijing, China, 100083"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Beijing University of Aeronautics and Astronautics, 43 Xueyuan Road, Beijing, China, 100083","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100392447","display_name":"Yadong Wang","orcid":"https://orcid.org/0000-0001-6500-6217"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yadong Wang","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, 92 West Dazhi Street, Harbin, China, 150001"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, 92 West Dazhi Street, Harbin, China, 150001","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1423,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54241537,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"205","last_page":"208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10604","display_name":"RNA Research and Splicing","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11970","display_name":"Molecular Biology Techniques and Applications","score":0.9990000128746033,"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":0.674558162689209},{"id":"https://openalex.org/keywords/false-positive-paradox","display_name":"False positive paradox","score":0.6165194511413574},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.540470540523529},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4953845739364624},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47919759154319763},{"id":"https://openalex.org/keywords/rna-splicing","display_name":"RNA splicing","score":0.4564398229122162},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.45302483439445496},{"id":"https://openalex.org/keywords/exon","display_name":"Exon","score":0.4246785342693329},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.410850465297699},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.36471790075302124},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3217461109161377},{"id":"https://openalex.org/keywords/rna","display_name":"RNA","score":0.31944864988327026},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1518164575099945},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.11942052841186523},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.11625218391418457}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.674558162689209},{"id":"https://openalex.org/C64869954","wikidata":"https://www.wikidata.org/wiki/Q1859747","display_name":"False positive paradox","level":2,"score":0.6165194511413574},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.540470540523529},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4953845739364624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47919759154319763},{"id":"https://openalex.org/C54458228","wikidata":"https://www.wikidata.org/wiki/Q237218","display_name":"RNA splicing","level":4,"score":0.4564398229122162},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.45302483439445496},{"id":"https://openalex.org/C36823959","wikidata":"https://www.wikidata.org/wiki/Q373027","display_name":"Exon","level":3,"score":0.4246785342693329},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.410850465297699},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.36471790075302124},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3217461109161377},{"id":"https://openalex.org/C67705224","wikidata":"https://www.wikidata.org/wiki/Q11053","display_name":"RNA","level":3,"score":0.31944864988327026},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1518164575099945},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.11942052841186523},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.11625218391418457},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2014.6999155","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2014.6999155","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1594031697","https://openalex.org/W2086323500","https://openalex.org/W2103823493","https://openalex.org/W2108234281","https://openalex.org/W2112604076","https://openalex.org/W2119034410","https://openalex.org/W2119204091","https://openalex.org/W2123402634","https://openalex.org/W2125055259","https://openalex.org/W2133990480","https://openalex.org/W2140729960","https://openalex.org/W2144141220","https://openalex.org/W2155115337","https://openalex.org/W2155804510","https://openalex.org/W2159730169","https://openalex.org/W2160164696","https://openalex.org/W2170774533","https://openalex.org/W2330820318","https://openalex.org/W2911964244","https://openalex.org/W3085162807"],"related_works":["https://openalex.org/W2352780564","https://openalex.org/W2951456844","https://openalex.org/W70397127","https://openalex.org/W1557094818","https://openalex.org/W2130439870","https://openalex.org/W2151954452","https://openalex.org/W178291922","https://openalex.org/W2000278701","https://openalex.org/W2055681276","https://openalex.org/W2889302474"],"abstract_inverted_index":{"Detecting":[0],"exon":[1],"skipping":[2],"(ES)":[3],"events":[4,27],"is":[5],"an":[6],"essential":[7],"part":[8],"in":[9],"genome-wide":[10],"alternative":[11],"splicing":[12],"event":[13,49],"detection.":[14,50],"In":[15],"this":[16],"paper,":[17],"we":[18],"propose":[19],"a":[20],"novel":[21],"method":[22],"ESclassifier":[23,31,63,77],"to":[24,44],"detect":[25],"ES":[26,48],"from":[28],"RNA-seq":[29,59],"data.":[30],"conducts":[32],"thorough":[33],"studies":[34],"on":[35,53],"predicting":[36],"features":[37,42],"and":[38,57],"figures":[39],"out":[40,67],"proper":[41],"according":[43],"their":[45],"relevance":[46],"for":[47],"Experimental":[51],"results":[52],"real":[54],"human":[55],"heart":[56],"liver":[58],"data":[60],"show":[61],"that":[62],"could":[64],"effectively":[65],"filter":[66],"false":[68],"positives":[69],"with":[70],"high":[71],"predictive":[72],"accuracy.":[73],"The":[74],"codes":[75],"of":[76],"are":[78],"available":[79],"at":[80],"http://mlg.hit.edu.cn/ybai/ES/ESclass.html.":[81]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}