{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,10]],"date-time":"2025-10-10T07:08:42Z","timestamp":1760080122411},"reference-count":17,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017,9]]},"DOI":"10.1109\/etfa.2017.8247695","type":"proceedings-article","created":{"date-parts":[[2018,1,8]],"date-time":"2018-01-08T22:42:04Z","timestamp":1515451324000},"page":"1-8","source":"Crossref","is-referenced-by-count":7,"title":["Using self-organizing maps to learn hybrid timed automata in absence of discrete events"],"prefix":"10.1109","author":[{"given":"Alexander","family":"von Birgelen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Oliver","family":"Niggemann","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-78293-3_17"},{"key":"ref11","article-title":"Kohonen's self-organizing feature maps for exploratory data analysis","author":"ultsch","year":"1990","journal-title":"Proc INNC'90 International Neural Network Conference"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/0165-1684(94)90060-4"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICIT.2012.6210077"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/34.87344"},{"key":"ref15","article-title":"Anomaly detection using self-organizing maps-based k-nearest neighbor algorithm","author":"tian","year":"2014","journal-title":"Proceedings of the Second European Conference of the Prognostics and Health Management Society 2014"},{"journal-title":"Codesys softmotion Integrierte bewegungssteuerung in einem iec 61131-3 programmiersystem","year":"2017","key":"ref16"},{"journal-title":"Shrink-wrap packers vega","year":"2017","key":"ref17"},{"key":"ref4","first-page":"363","article-title":"Anomaly detection in production plants using timed automata: Automated learning of models from observations","author":"niggemann","year":"2013","journal-title":"Proceedings of the 8th International Conference on Informatics in Control Automation and Robotics"},{"key":"ref3","article-title":"Fighting the modeling bottleneck-learning models for production plants","author":"niggemann","year":"2011","journal-title":"Workshop &#x201C;Modell-basierte Entwicklung Eingebetteter Systeme&#x201D; (MBEES)"},{"key":"ref6","article-title":"In-telligente zustandsberwachung von windenergieanlagen als cloud-service","author":"eickmeyer","year":"2015","journal-title":"Automation 2015"},{"key":"ref5","article-title":"On the learning of timing behavior for anomaly detection in cyber-physical production systems","author":"maier","year":"2015","journal-title":"Proc Int Workshop Principles Diagnosis (DX)"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/INDIN.2014.6945484"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/LICS.1996.561342"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.4236\/jsea.2014.75041"},{"journal-title":"Factories of the Future - Multiannual Roadmap for the Contractual PPP Under Horizon 2020","year":"2013","key":"ref1"},{"journal-title":"Identification of timed behavior models for diagnosis in production systems","year":"2015","author":"maier","key":"ref9"}],"event":{"name":"2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)","start":{"date-parts":[[2017,9,12]]},"location":"Limassol","end":{"date-parts":[[2017,9,15]]}},"container-title":["2017 22nd IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8233358\/8247555\/08247695.pdf?arnumber=8247695","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2018,2,12]],"date-time":"2018-02-12T22:53:23Z","timestamp":1518476003000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/8247695\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,9]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/etfa.2017.8247695","relation":{},"subject":[],"published":{"date-parts":[[2017,9]]}}}