{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T10:26:26Z","timestamp":1775039186416,"version":"3.50.1"},"reference-count":17,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,9]]},"DOI":"10.1109\/icfsp.2018.8552075","type":"proceedings-article","created":{"date-parts":[[2018,11,30]],"date-time":"2018-11-30T00:18:41Z","timestamp":1543537121000},"page":"140-144","source":"Crossref","is-referenced-by-count":39,"title":["Anomaly Detection of System Logs Based on Natural Language Processing and Deep Learning"],"prefix":"10.1109","author":[{"given":"Mengying","family":"Wang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lele","family":"Xu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lili","family":"Guo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","article-title":"A log mining approach to failure analysis of enterprise telephony systems","author":"lim","year":"2008","journal-title":"Proc of the IEEE Int'l Conf on Dependable Systems and Networks with FTCS and DCC"},{"key":"ref11","article-title":"Mining invariants from console logs for system problem detection","author":"lou","year":"2010","journal-title":"Proc of the USENIX Annual Technical Conf"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/2568225.2568246"},{"key":"ref13","article-title":"Distributed representation of sentences and documents","author":"le","year":"2014","journal-title":"ICML"},{"key":"ref14","first-page":"1291","article-title":"Automated IT system failure prediction: A deep learning approach","author":"zhang","year":"2016","journal-title":"Proc IEEE International Conference on Big Data (ICBD)"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref16","author":"friedman","year":"2002","journal-title":"Greedy Function Approximation"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"160","DOI":"10.1016\/B978-1-55860-036-2.50047-3","article-title":"Signal detection theory: Valuable tools for evaluating inductive learning","author":"spackman","year":"1989","journal-title":"Proc 6th Int Workshop Machine Learning"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/1081870.1081927"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2009.60"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ISSRE.2008.48"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2009.19"},{"key":"ref8","article-title":"A Multi-type Failure Prediction Method Based on Log Clustering","author":"weihua","year":"2017","journal-title":"Computer Engineering"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2016.0103"},{"key":"ref2","article-title":"Analyzing cluster log files using logsurfer","author":"prewett","year":"2003","journal-title":"Proc of the 4th Annual Conf on Linux Clusters"},{"key":"ref1","author":"anderson","year":"1980","journal-title":"Computer Security Threat Monitoring and Surveillance"},{"key":"ref9","article-title":"Analyzing cluster log files using logsurfer","author":"prewett","year":"2003","journal-title":"Proc of the 4th Annual Conf on Linux Clusters"}],"event":{"name":"2018 4th International Conference on Frontiers of Signal Processing (ICFSP)","location":"Poitiers","start":{"date-parts":[[2018,9,24]]},"end":{"date-parts":[[2018,9,27]]}},"container-title":["2018 4th International Conference on Frontiers of Signal Processing (ICFSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8535588\/8552039\/08552075.pdf?arnumber=8552075","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T16:55:43Z","timestamp":1643302543000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8552075\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,9]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/icfsp.2018.8552075","relation":{},"subject":[],"published":{"date-parts":[[2018,9]]}}}