{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,4]],"date-time":"2026-04-04T08:20:23Z","timestamp":1775290823335,"version":"3.50.1"},"reference-count":19,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,6]]},"DOI":"10.1109\/iwqos.2017.7969174","type":"proceedings-article","created":{"date-parts":[[2017,7,7]],"date-time":"2017-07-07T18:35:28Z","timestamp":1499452528000},"page":"1-6","source":"Crossref","is-referenced-by-count":1,"title":["PSOM: Periodic Self-Organizing Maps for unsupervised anomaly detection in periodic time series"],"prefix":"10.1109","author":[{"family":"Shupeng Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carol","family":"Fung","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"family":"Shaohan Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"family":"Zhongzhi Luan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"family":"Depei Qian","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1095809.1095821"},{"key":"ref11","first-page":"377","article-title":"Splitscreen: Enabling efficient, distributed malware detection","author":"cha","year":"2010","journal-title":"Usenix Symposium on Networked Systems Design and Implementation NSDI 2010 April 28&#x2013;30 2010"},{"key":"ref12","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-97966-8","author":"kohonen","year":"1997","journal-title":"Self-Organizing Maps"},{"key":"ref13","article-title":"Intrusion detection system using self organizing maps: A survey","volume":"4","author":"choksi","year":"2014","journal-title":"International Journal of Engineering Research and Applications"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/2371536.2371572"},{"key":"ref15","author":"hyndman","year":"1990","journal-title":"Forecasting Principles and Practice"},{"key":"ref16","doi-asserted-by":"crossref","first-page":"1675","DOI":"10.1109\/ICC.2003.1203886","article-title":"Wireless traffic modeling and prediction using seasonal arima models","volume":"3","author":"shu","year":"2003","journal-title":"IEEE International Conference on Communications"},{"key":"ref17","author":"montgomery","year":"2007","journal-title":"Introduction to Statistical Quality Control"},{"key":"ref18","article-title":"Time series analysis, forecasting and control, holden-day","volume":"134","author":"box","year":"1976","journal-title":"Journal of the Royal Statistical Society"},{"key":"ref19","author":"lewicki","year":"2006","journal-title":"Statistics Methods and Applications"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/IWQoS.2016.7590412"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JCSSE.2012.6261934"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/1541880.1541882"},{"key":"ref5","author":"webscope","year":"0","journal-title":"Yahoo A Labeled Anomaly Detection Dataset version 1 0"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijforecast.2006.03.005"},{"key":"ref7","first-page":"30","article-title":"The holt-winters approach to exponential smoothing: 50 years old and going strong","author":"goodwin","year":"2010","journal-title":"Foresight The InternationalJournal of Applied Forecasting"},{"key":"ref2","first-page":"627","article-title":"Network behaviour anomaly detection using holt-winters algorithm","author":"ekberg","year":"2011","journal-title":"Internet Technology and Secured Transactions"},{"key":"ref1","first-page":"1","article-title":"Apex lake:a framework for enabling smart orchestration","author":"metsch","year":"2015","journal-title":"Acm\/ifip\/usenix InternationalMIDDLEWARE Conference"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1155\/2012\/192913"}],"event":{"name":"2017 IEEE\/ACM 25th International Symposium on Quality of Service (IWQoS)","location":"Vilanova i la Geltr\u00fa, Spain","start":{"date-parts":[[2017,6,14]]},"end":{"date-parts":[[2017,6,16]]}},"container-title":["2017 IEEE\/ACM 25th International Symposium on Quality of Service (IWQoS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7959754\/7969104\/07969174.pdf?arnumber=7969174","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,29]],"date-time":"2019-09-29T00:48:15Z","timestamp":1569718095000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7969174\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,6]]},"references-count":19,"URL":"https:\/\/doi.org\/10.1109\/iwqos.2017.7969174","relation":{},"subject":[],"published":{"date-parts":[[2017,6]]}}}