{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,30]],"date-time":"2025-08-30T17:16:01Z","timestamp":1756574161852,"version":"3.37.3"},"reference-count":21,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2020]]},"DOI":"10.1109\/access.2020.3033725","type":"journal-article","created":{"date-parts":[[2020,10,26]],"date-time":"2020-10-26T20:24:57Z","timestamp":1603743897000},"page":"195763-195771","source":"Crossref","is-referenced-by-count":4,"title":["Efficient Deep Learning Bot Detection in Games Using Time Windows and Long Short-Term Memory (LSTM)"],"prefix":"10.1109","volume":"8","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6898-952X","authenticated-orcid":false,"given":"Michail","family":"Tsikerdekis","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sean","family":"Barret","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Raleigh","family":"Hansen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Matthew","family":"Klein","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Josh","family":"Orritt","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jason","family":"Whitmore","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2018.2823329"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CIG.2012.6374186"},{"journal-title":"Server-Side Early Detection Method for Detecting Abnormal Players of StarCraft","year":"2011","author":"kim","key":"ref12"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219925"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/1517494.1517498"},{"journal-title":"StarCraft Brood War Data Mining","year":"2016","key":"ref15"},{"journal-title":"StarCraft AI Competition","year":"2015","author":"churchill","key":"ref16"},{"journal-title":"Screp","year":"2020","author":"belicza","key":"ref17"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.5220\/0006587304010406"},{"key":"ref19","first-page":"194","article-title":"LSTM neural networks for language modeling","author":"sundermeyer","year":"2012","journal-title":"Proc Annu Conf Int Speech Commun Assoc"},{"key":"ref4","first-page":"1","article-title":"You are a game bot!: Uncovering game bots in MMORPGs via self-similarity in the wild","author":"lee","year":"2017","journal-title":"Proc NDSS"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1186\/s40064-016-2122-8"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TG.2018.2883499"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/DISA.2018.8490528"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TCIAIG.2015.2487743"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TCIAIG.2013.2286295"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TCIAIG.2010.2072506"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3102254.3102263"},{"journal-title":"A Dataset for StarCraft AI and an Example of Armies Clustering","year":"2012","author":"synnaeve","key":"ref9"},{"journal-title":"The LSTM cell","year":"2018","author":"chevalier","key":"ref20"},{"key":"ref21","article-title":"Adam: A method for stochastic optimization","author":"kingma","year":"2014","journal-title":"arXiv 1412 6980"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6287639\/8948470\/09239256.pdf?arnumber=9239256","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T01:09:00Z","timestamp":1641949740000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9239256\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"references-count":21,"URL":"https:\/\/doi.org\/10.1109\/access.2020.3033725","relation":{},"ISSN":["2169-3536"],"issn-type":[{"type":"electronic","value":"2169-3536"}],"subject":[],"published":{"date-parts":[[2020]]}}}