{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,26]],"date-time":"2026-03-26T14:06:32Z","timestamp":1774533992036,"version":"3.50.1"},"reference-count":25,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,9]]},"DOI":"10.1109\/etfa.2015.7301541","type":"proceedings-article","created":{"date-parts":[[2015,10,26]],"date-time":"2015-10-26T18:21:19Z","timestamp":1445883679000},"page":"1-4","source":"Crossref","is-referenced-by-count":7,"title":["Data analytics for manufacturing systems"],"prefix":"10.1109","author":[{"given":"Asmir","family":"Vodencarevic","sequence":"first","affiliation":[]},{"given":"Thomas","family":"Fett","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref10","article-title":"The elements of statistical learning: data mining, inference and prediction","author":"hastie","year":"2008"},{"key":"ref11","article-title":"Applied Predictive Analytics: Principles and Techniques for the Professional Data Analyst","author":"abbott","year":"2014"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CIMSA.2008.4595839"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s11771-015-2561-3"},{"key":"ref14","first-page":"1843","article-title":"Combining Knowledge Modeling and Machine Learning for Alarm Root Cause Analysis","volume":"7","author":"abele","year":"2013","journal-title":"Manufacturing Modelling Management and Control"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1023\/A:1009796218281"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-15159-5_1"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1080\/10426914.2014.961476"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1177\/0020294015569258"},{"key":"ref19","year":"0","journal-title":"Rexer Analytics"},{"key":"ref4","first-page":"937","article-title":"Identifying behavior models for process plants","author":"voden?arevi?","year":"2011","journal-title":"In Proc of the 16th IEEE Intl Conf on Emerging Technologies and Factory Automation ETF A20 11"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"1165","DOI":"10.2307\/41703503","article-title":"Business Intelligence and Analytics: From Big Data To Big Impact","volume":"36","author":"chen","year":"2012","journal-title":"MIS Quarterly"},{"key":"ref6","article-title":"Data Mining: Practical Machine Learning Tools and Techniques","author":"witten","year":"2005","journal-title":"Edition Morgan Kaufmann Publishers San Francisco CA USA"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1214\/10-STS330"},{"key":"ref8","article-title":"Regression analysis by example","author":"chatterjee","year":"2012","journal-title":"Fifth Edition John Wiley & Sons Hoboken NJ USA"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/b98890"},{"key":"ref2","article-title":"The Fourth Industrial Revolution","author":"bloem","year":"2014","journal-title":"Sogeti VINT"},{"key":"ref9","article-title":"Machine Learning","author":"mitchell","year":"1997"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.mfglet.2014.12.001"},{"key":"ref20","first-page":"13","article-title":"The CRISP-DM model: the new blueprint for data mining","volume":"5","author":"shearer","year":"2000","journal-title":"Journal of Data Warehousing"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2005.10.010"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btp621"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2013.162"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/1882471.1882479"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2015.2399858"}],"event":{"name":"2015 IEEE 20th Conference on Emerging Technologies & Factory Automation (ETFA)","location":"Luxembourg, Luxembourg","start":{"date-parts":[[2015,9,8]]},"end":{"date-parts":[[2015,9,11]]}},"container-title":["2015 IEEE 20th Conference on Emerging Technologies &amp; Factory Automation (ETFA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7295717\/7301399\/07301541.pdf?arnumber=7301541","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,8,31]],"date-time":"2019-08-31T20:21:06Z","timestamp":1567282866000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7301541\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,9]]},"references-count":25,"URL":"https:\/\/doi.org\/10.1109\/etfa.2015.7301541","relation":{},"subject":[],"published":{"date-parts":[[2015,9]]}}}