{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T00:26:26Z","timestamp":1742948786790,"version":"3.40.3"},"publisher-location":"Cham","reference-count":24,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319959320"},{"type":"electronic","value":"9783319959337"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-95933-7_26","type":"book-chapter","created":{"date-parts":[[2018,7,5]],"date-time":"2018-07-05T06:48:38Z","timestamp":1530773318000},"page":"217-222","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["MiRNN: An Improved Prediction Model of MicroRNA Precursors Using Gated Recurrent Units"],"prefix":"10.1007","author":[{"given":"Meng","family":"Cao","sequence":"first","affiliation":[]},{"given":"Dancheng","family":"Li","sequence":"additional","affiliation":[]},{"given":"Zhitao","family":"Lin","sequence":"additional","affiliation":[]},{"given":"Cheng","family":"Niu","sequence":"additional","affiliation":[]},{"given":"Chen","family":"Ding","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,7,6]]},"reference":[{"issue":"1","key":"26_CR1","doi-asserted-by":"publisher","first-page":"49","DOI":"10.1016\/0092-8674(89)90171-2","volume":"57","author":"V Ambros","year":"1989","unstructured":"Ambros, V.: A hierarchy of regulatory genes controls a larva-to-adult developmental switch in C. elegans. Cell 57(1), 49\u201357 (1989)","journal-title":"Cell"},{"issue":"5543","key":"26_CR2","doi-asserted-by":"publisher","first-page":"797","DOI":"10.1126\/science.1066315","volume":"294","author":"G Ruvkun","year":"2001","unstructured":"Ruvkun, G.: Glimpses of a tiny RNA world. Science 294(5543), 797\u2013799 (2001)","journal-title":"Science"},{"issue":"2","key":"26_CR3","doi-asserted-by":"publisher","first-page":"93","DOI":"10.2174\/156652411794859250","volume":"11","author":"TM Witkos","year":"2011","unstructured":"Witkos, T.M., Koscianska, E., Krzyzosiak, W.J.: Practical aspects of microRNA target prediction. Curr. Mol. Med. 11(2), 93\u2013109 (2011)","journal-title":"Curr. Mol. Med."},{"issue":"7027","key":"26_CR4","doi-asserted-by":"publisher","first-page":"769","DOI":"10.1038\/nature03315","volume":"433","author":"LP Lim","year":"2005","unstructured":"Lim, L.P., Lau, N.C., Garrett-Engele, P., et al.: Microarray analysis shows that some microRNAs downregulate large numbers of target mRNAs. Nature 433(7027), 769 (2005)","journal-title":"Nature"},{"issue":"5631","key":"26_CR5","doi-asserted-by":"publisher","first-page":"336","DOI":"10.1126\/science.1085242","volume":"301","author":"JC Carrington","year":"2003","unstructured":"Carrington, J.C., Ambros, V.: Role of microRNAs in plant and animal development. Science 301(5631), 336\u2013338 (2003)","journal-title":"Science"},{"issue":"2","key":"26_CR6","doi-asserted-by":"publisher","first-page":"488","DOI":"10.1016\/j.ydbio.2004.02.019","volume":"270","author":"MR Suh","year":"2004","unstructured":"Suh, M.R., Lee, Y., Kim, J.Y., et al.: Human embryonic stem cells express a unique set of microRNAs. Dev. Biol. 270(2), 488\u2013498 (2004)","journal-title":"Dev. Biol."},{"issue":"3","key":"26_CR7","doi-asserted-by":"publisher","first-page":"461","DOI":"10.1016\/j.ceb.2009.01.029","volume":"21","author":"AH Williams","year":"2009","unstructured":"Williams, A.H., Liu, N., Van Rooij, E., Olson, E.N.: Microrna control of muscle development and disease. Curr. Opin. Cell Biol. 21(3), 461\u2013469 (2009)","journal-title":"Curr. Opin. Cell Biol."},{"issue":"2","key":"26_CR8","doi-asserted-by":"publisher","first-page":"228","DOI":"10.1038\/ng1725","volume":"38","author":"JF Chen","year":"2006","unstructured":"Chen, J.F., Mandel, E.M., Thomson, J.M., et al.: The role of microRNA-1 and microRNA-133 in skeletal muscle proliferation and differentiation. Nat. Genet. 38(2), 228 (2006)","journal-title":"Nat. Genet."},{"issue":"12","key":"26_CR9","doi-asserted-by":"publisher","first-page":"3646","DOI":"10.1182\/blood-2006-01-030015","volume":"108","author":"RA Shivdasani","year":"2006","unstructured":"Shivdasani, R.A.: MicroRNAs: regulators of gene expression and cell differentiation. Blood 108(12), 3646\u20133653 (2006)","journal-title":"Blood"},{"issue":"7006","key":"26_CR10","doi-asserted-by":"publisher","first-page":"350","DOI":"10.1038\/nature02871","volume":"431","author":"V Ambros","year":"2004","unstructured":"Ambros, V.: The functions of animal microRNAs. Nature 431(7006), 350 (2004)","journal-title":"Nature"},{"issue":"1","key":"26_CR11","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1016\/S0092-8674(03)00231-9","volume":"113","author":"J Brennecke","year":"2003","unstructured":"Brennecke, J., Hipfner, D.R., Stark, A., et al.: bantam encodes a developmentally regulated microRNA that controls cell proliferation and regulates the proapoptotic gene hid in Drosophila. Cell 113(1), 25\u201336 (2003)","journal-title":"Cell"},{"issue":"7014","key":"26_CR12","doi-asserted-by":"publisher","first-page":"226","DOI":"10.1038\/nature03076","volume":"432","author":"MN Poy","year":"2004","unstructured":"Poy, M.N., Eliasson, L., Krutzfeldt, J., et al.: A pancreatic islet-specific microRNA regulates insulin secretion. Nature 432(7014), 226 (2004)","journal-title":"Nature"},{"issue":"3","key":"26_CR13","doi-asserted-by":"publisher","first-page":"209","DOI":"10.1016\/j.ymgme.2007.03.011","volume":"91","author":"BR Wilfred","year":"2007","unstructured":"Wilfred, B.R., Wang, W.X., Nelson, P.T.: Energizing miRNA research: a review of the role of miRNAs in lipid metabolism, with a prediction that miR-103\/107 regulates human metabolic pathways. Mol. Genet. Metab. 91(3), 209\u2013217 (2007)","journal-title":"Mol. Genet. Metab."},{"issue":"22","key":"26_CR14","doi-asserted-by":"publisher","first-page":"2038","DOI":"10.1016\/j.cub.2005.10.016","volume":"15","author":"H Fujii","year":"2005","unstructured":"Fujii, H., Chiou, T.J., Lin, S.I., et al.: A miRNA involved in phosphate-starvation response in Arabidopsis. Curr. Biol. 15(22), 2038\u20132043 (2005)","journal-title":"Curr. Biol."},{"issue":"1","key":"26_CR15","doi-asserted-by":"publisher","first-page":"187","DOI":"10.1146\/annurev.pp.41.060190.001155","volume":"41","author":"CL Guy","year":"1990","unstructured":"Guy, C.L.: Cold acclimation and freezing stress tolerance: role of protein metabolism. Annu. Rev. Plant Biol. 41(1), 187\u2013223 (1990)","journal-title":"Annu. Rev. Plant Biol."},{"issue":"5671","key":"26_CR16","doi-asserted-by":"publisher","first-page":"734","DOI":"10.1126\/science.1096781","volume":"304","author":"S Pfeffer","year":"2004","unstructured":"Pfeffer, S., Zavolan, M., Gr\u00e4sser, F.A., et al.: Identification of virus-encoded microRNAs. Science 304(5671), 734\u2013736 (2004)","journal-title":"Science"},{"issue":"25","key":"26_CR17","doi-asserted-by":"publisher","first-page":"2630","DOI":"10.1056\/NEJMcibr0706718","volume":"357","author":"JA Nelson","year":"2007","unstructured":"Nelson, J.A.: Small RNAs and large DNA viruses. N. Engl. J. Med. 357(25), 2630\u20132632 (2007)","journal-title":"N. Engl. J. Med."},{"issue":"15","key":"26_CR18","doi-asserted-by":"publisher","first-page":"7200","DOI":"10.1093\/nar\/gkt466","volume":"41","author":"M Leclercq","year":"2013","unstructured":"Leclercq, M., Diallo, A.B., Blanchette, M.: Computational prediction of the localization of microRNAs within their pre-miRNA. Nucleic Acids Res. 41(15), 7200\u20137211 (2013)","journal-title":"Nucleic Acids Res."},{"unstructured":"Park, S., Min, S., Choi, H., et al.: deepMiRGene: deep neural network based precursor microRNA prediction. arXiv preprint arXiv:1605.00017 (2016)","key":"26_CR19"},{"unstructured":"S, G.J.: miRBase. http:\/\/www.mirbase.org\/","key":"26_CR20"},{"issue":"8","key":"26_CR21","doi-asserted-by":"publisher","first-page":"989","DOI":"10.1093\/bioinformatics\/btp107","volume":"25","author":"R Batuwita","year":"2009","unstructured":"Batuwita, R., Palade, V.: microPred: effective classification of pre-miRNAs for human miRNA gene prediction. Bioinformatics 25(8), 989\u2013995 (2009)","journal-title":"Bioinformatics"},{"issue":"10","key":"26_CR22","doi-asserted-by":"publisher","first-page":"1368","DOI":"10.1093\/bioinformatics\/btr153","volume":"27","author":"P Xuan","year":"2011","unstructured":"Xuan, P., Guo, M., Liu, X., et al.: PlantMiRNAPred: efficient classification of real and pseudo plant pre-miRNAs. Bioinformatics 27(10), 1368\u20131376 (2011)","journal-title":"Bioinformatics"},{"issue":"suppl_1","key":"26_CR23","first-page":"D876","volume":"39","author":"PA Fujita","year":"2010","unstructured":"Fujita, P.A., Rhead, B., Zweig, A.S., et al.: The UCSC genome browser database: update 2011. Nucleic Acids Res. 39(suppl_1), D876\u2013D882 (2010)","journal-title":"Nucleic Acids Res."},{"unstructured":"Hinton, G.E., Srivastava, N., Krizhevsky, A., et al.: Improving neural networks by preventing co-adaptation of feature detectors. arXiv preprint arXiv:1207.0580 (2012)","key":"26_CR24"}],"container-title":["Lecture Notes in Computer Science","Intelligent Computing Theories and Application"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-95933-7_26","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,7]],"date-time":"2024-03-07T15:58:05Z","timestamp":1709827085000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-95933-7_26"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319959320","9783319959337"],"references-count":24,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-95933-7_26","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"6 July 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICIC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Intelligent Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Wuhan","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 August 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 August 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icic2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ic-ic.tongji.edu.cn\/2018\/index.htm","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"LOD","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"632","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"275","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"72","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"44% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3.46","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"0","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}