{"id":"https://openalex.org/W2579738372","doi":"https://doi.org/10.1109/bibm.2016.7822771","title":"A novel method to identify pre-microRNA in various species knowledge base","display_name":"A novel method to identify pre-microRNA in various species knowledge base","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2579738372","doi":"https://doi.org/10.1109/bibm.2016.7822771","mag":"2579738372"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2016.7822771","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2016.7822771","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 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/A5051004995","display_name":"Tianyi Zhao","orcid":"https://orcid.org/0000-0003-1913-081X"},"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":true,"raw_author_name":"Tianyi Zhao","raw_affiliation_strings":["Department of Computer Science and Technology, Harbin Institute of Technology, 150001, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Harbin Institute of Technology, 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101679609","display_name":"Ningyi Zhang","orcid":null},"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":"Ningyi Zhang","raw_affiliation_strings":["Department of Computer Science and Technology, Harbin Institute of Technology, 150001, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Harbin Institute of Technology, 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100605471","display_name":"Jun Ren","orcid":null},"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":"Jun Ren","raw_affiliation_strings":["School of Life Science and Technology, Harbin Institute of Technology, 150001, China"],"affiliations":[{"raw_affiliation_string":"School of Life Science and Technology, Harbin Institute of Technology, 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027448745","display_name":"Peigang Xu","orcid":null},"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":"Peigang Xu","raw_affiliation_strings":["Department of Computer Science and Technology, Harbin Institute of Technology, 150001, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Harbin Institute of Technology, 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000994671","display_name":"Zhiyan Liu","orcid":null},"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":"Zhiyan Liu","raw_affiliation_strings":["Department of Computer Science and Technology, Harbin Institute of Technology, 150001, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Harbin Institute of Technology, 150001, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101910670","display_name":"Liang Cheng","orcid":"https://orcid.org/0000-0002-4491-6681"},"institutions":[{"id":"https://openalex.org/I156144747","display_name":"Harbin Medical University","ror":"https://ror.org/05jscf583","country_code":"CN","type":"education","lineage":["https://openalex.org/I156144747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Cheng","raw_affiliation_strings":["College of Bioinformatics Science and Technology, Harbin Medical University, 150001, China"],"affiliations":[{"raw_affiliation_string":"College of Bioinformatics Science and Technology, Harbin Medical University, 150001, China","institution_ids":["https://openalex.org/I156144747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037178137","display_name":"Yang Hu","orcid":"https://orcid.org/0000-0002-4508-5365"},"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 Hu","raw_affiliation_strings":["School of Life Science and Technology, Harbin Institute of Technology, 150001, China"],"affiliations":[{"raw_affiliation_string":"School of Life Science and Technology, Harbin Institute of Technology, 150001, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5051004995"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11358184,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1679","last_page":"1688"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.978600025177002,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.978600025177002,"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/overfitting","display_name":"Overfitting","score":0.8706039786338806},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7032820582389832},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6611921787261963},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6431161165237427},{"id":"https://openalex.org/keywords/precondition","display_name":"Precondition","score":0.6418611407279968},{"id":"https://openalex.org/keywords/microrna","display_name":"microRNA","score":0.5828112959861755},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5640832185745239},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.5248820185661316},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5178378224372864},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.49021512269973755},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.4198029041290283},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4166001081466675},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34752655029296875},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3278878927230835},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.22205087542533875},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.19355285167694092},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.1590074598789215},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.10794267058372498}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.8706039786338806},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7032820582389832},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6611921787261963},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6431161165237427},{"id":"https://openalex.org/C192465680","wikidata":"https://www.wikidata.org/wiki/Q1413450","display_name":"Precondition","level":2,"score":0.6418611407279968},{"id":"https://openalex.org/C145059251","wikidata":"https://www.wikidata.org/wiki/Q310899","display_name":"microRNA","level":3,"score":0.5828112959861755},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5640832185745239},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.5248820185661316},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5178378224372864},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.49021512269973755},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.4198029041290283},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4166001081466675},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34752655029296875},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3278878927230835},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.22205087542533875},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.19355285167694092},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.1590074598789215},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.10794267058372498},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2016.7822771","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2016.7822771","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.6700000166893005}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2294916142","https://openalex.org/W1581362285","https://openalex.org/W4362597605","https://openalex.org/W1988458526","https://openalex.org/W2953046944","https://openalex.org/W2185407019","https://openalex.org/W2052828961","https://openalex.org/W2166180245","https://openalex.org/W2376566779","https://openalex.org/W1521548765"],"abstract_inverted_index":{"More":[0],"than":[1],"1/3":[2],"of":[3,12,18,23,44,114],"human":[4],"genes":[5],"are":[6],"regulated":[7],"by":[8,118,154],"microRNAs.":[9],"The":[10,32,131],"identification":[11,34],"microRNA":[13],"(miRNA)":[14],"is":[15,36,72],"the":[16,20,27,42,51,97,105,111,137,140,147],"precondition":[17],"discovering":[19],"regulatory":[21],"mechanism":[22],"miRNA":[24],"and":[25,49,83,86,99,125,139,149],"developing":[26],"cure":[28],"for":[29,80],"genetic":[30],"diseases.":[31],"traditional":[33],"method":[35,71,107,133],"biological":[37],"experiment,":[38],"but":[39],"it":[40],"has":[41],"defects":[43],"long":[45],"period,":[46],"high":[47],"cost,":[48],"missing":[50],"miRNAs":[52,85],"that":[53],"only":[54],"exist":[55],"in":[56],"a":[57],"specific":[58],"period":[59],"or":[60],"low":[61],"expression":[62],"level.":[63],"Therefore,":[64],"to":[65,74,108,128],"overcome":[66],"these":[67,129],"defects,":[68],"machine":[69],"learning":[70],"applied":[73],"identify":[75],"miRNAs.":[76],"In":[77,142],"this":[78,143],"study,":[79,144],"identifying":[81],"real":[82],"pseudo":[84],"classifying":[87],"different":[88],"species,":[89],"we":[90,103,134,145],"extracted":[91],"98":[92],"dimensional":[93],"features":[94],"based":[95],"on":[96],"primary":[98],"secondary":[100],"structure,":[101],"then":[102],"proposed":[104,135],"BP-Adaboost":[106],"figure":[109],"out":[110],"overfitting":[112],"phenomenon":[113],"BP":[115,121],"neural":[116,122],"network":[117,123],"constructing":[119],"multiple":[120],"classifiers":[124],"distributed":[126],"weights":[127],"classifiers.":[130],"novel":[132],"raised":[136],"accuracy":[138],"stability.":[141],"verified":[146],"effectiveness":[148],"superiority":[150],"over":[151],"other":[152],"methods":[153],"experiments.":[155]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
