{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,13]],"date-time":"2026-03-13T10:38:04Z","timestamp":1773398284441,"version":"3.50.1"},"reference-count":30,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,7,1]],"date-time":"2020-07-01T00:00:00Z","timestamp":1593561600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100000001","name":"National Science Foundation","doi-asserted-by":"publisher","award":["#1552784"],"award-info":[{"award-number":["#1552784"]}],"id":[{"id":"10.13039\/100000001","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE\/ACM Trans. Comput. Biol. and Bioinf."],"published-print":{"date-parts":[[2020,7,1]]},"DOI":"10.1109\/tcbb.2019.2903800","type":"journal-article","created":{"date-parts":[[2019,3,7]],"date-time":"2019-03-07T20:00:28Z","timestamp":1551988828000},"page":"1134-1140","source":"Crossref","is-referenced-by-count":25,"title":["Classification of Antibacterial Peptides Using Long Short-Term Memory Recurrent Neural Networks"],"prefix":"10.1109","volume":"17","author":[{"given":"Michael","family":"Youmans","sequence":"first","affiliation":[{"name":"Department of Biomedical Engineering, Georgia Institute of Technology, Emory University, Atlanta, GA, USA"}]},{"given":"John C. G.","family":"Spainhour","sequence":"additional","affiliation":[{"name":"Department of Biomedical Engineering, Georgia Institute of Technology, Emory University, Atlanta, GA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3256-0734","authenticated-orcid":false,"given":"Peng","family":"Qiu","sequence":"additional","affiliation":[{"name":"Department of Biomedical Engineering, Georgia Institute of Technology, Emory University, Atlanta, GA, USA"}]}],"member":"263","reference":[{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511806087"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.1609893113"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1004074"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0119490"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkv1051"},{"key":"ref14","doi-asserted-by":"crossref","first-page":"1104d","DOI":"10.1093\/nar\/gkv1174","article-title":"Dbaasp v.2: An enhanced database of structure and antimicrobial\/cytotoxic activity of natural and synthetic peptides","volume":"44","author":"pirtskhalava","year":"2016","journal-title":"Nucleic Acids Res"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4939-3167-5_2"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-10-421"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btp163"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-015-0586-0"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0067844"},{"key":"ref28","article-title":"Tensorflow: Large-scale machine learning on heterogeneous distributed systems","volume":"abs 1603 4467","author":"abadi","year":"2016","journal-title":"CoRR"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.arcmed.2005.06.009"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/tcbb.2007.1015"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3109\/07388551.2011.594423"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1186\/1471-2105-11-S1-S19"},{"key":"ref29","first-page":"2825","article-title":"Scikit-learn: Machine learning in Python","volume":"12","author":"pedregosa","year":"2011","journal-title":"J Mach Learn Res"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1128\/AAC.02218-12"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1002\/bip.22066"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0016968"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/s00232-011-9343-0"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TCBB.2012.89"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/S1473-3099(13)70318-9"},{"key":"ref20","first-page":"345","article-title":"22 a model of evolutionary change in proteins","volume":"5","author":"dayhoff","year":"1978","journal-title":"Atlas of Protein Sequence and Structure"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1038\/srep18962"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.89.22.10915"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2582924"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/78.650093"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-24797-2"}],"container-title":["IEEE\/ACM Transactions on Computational Biology and Bioinformatics"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/8857\/9161426\/8662640-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8857\/9161426\/08662640.pdf?arnumber=8662640","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,31]],"date-time":"2024-07-31T20:25:03Z","timestamp":1722457503000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8662640\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,7,1]]},"references-count":30,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tcbb.2019.2903800","relation":{},"ISSN":["1545-5963","1557-9964","2374-0043"],"issn-type":[{"value":"1545-5963","type":"print"},{"value":"1557-9964","type":"electronic"},{"value":"2374-0043","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,7,1]]}}}