{"id":6290,"date":"2020-05-25T09:10:11","date_gmt":"2020-05-25T09:10:11","guid":{"rendered":"https:\/\/www.uptime-h2020.eu\/?p=6290"},"modified":"2020-05-26T09:54:16","modified_gmt":"2020-05-26T09:54:16","slug":"uptime-at-ket4df2020","status":"publish","type":"post","link":"https:\/\/www.uptime-h2020.eu\/index.php\/2020\/05\/25\/uptime-at-ket4df2020\/","title":{"rendered":"UPTIME Presentation at Ket4DF2020, 9 June 2020"},"content":{"rendered":"\t\t
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UPTIME Presentation at Ket4DF2020
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Joint work of UPTIME Partners: ICCS, SUITE5 and MAILLIS is digitally presented at the 2nd International Workshop on Key Enabling Technologies for Digital Factories (Ket4DF2020<\/a>), which is held in conjunction with CAiSE 2020<\/a> – 32nd International Conference on Advanced Information Systems Engineering, June 8-12, 2020.<\/div>
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The paper titled “Machine Learning for Predictive and Prescriptive Analytics of Operational Data in Smart Manufacturing”, is presented by ICCS partner, Katerina Lepenioti, who explains a novel approach to use operational data – not sensor data – for advanced data analytics in the manufacturing domain.\u00a0<\/span><\/div>
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Moreover, ICCS implements the Long Short Term Memory<\/em> networks<\/span> (LSTMs) for predicting failures and multi-objective reinforcement learning for recommending maintenance actions. <\/span>They also incorporate the preferences of domain experts, in an effort to fuse the “voice of data” with the “voice of experts”. <\/span><\/div><\/div>
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The Ket4DF2020 Workshop will be held online on June 9, 2020. Full programme of the workshop is available Ket4DF2020.<\/a><\/div>
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UPTIME Presentation at Ket4DF2020 Joint work of UPTIME Partners: ICCS, SUITE5 and MAILLIS is digitally presented at the 2nd International Workshop on Key Enabling Technologies for Digital Factories (Ket4DF2020), which is held in conjunction with CAiSE 2020 – 32nd International Conference on Advanced Information Systems Engineering, June 8-12, 2020.\u00a0The paper titled “Machine Learning for Predictive and Prescriptive Analytics of Operational […]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[39],"tags":[],"class_list":["post-6290","post","type-post","status-publish","format-standard","hentry","category-videos"],"_links":{"self":[{"href":"https:\/\/www.uptime-h2020.eu\/index.php\/wp-json\/wp\/v2\/posts\/6290","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.uptime-h2020.eu\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.uptime-h2020.eu\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.uptime-h2020.eu\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.uptime-h2020.eu\/index.php\/wp-json\/wp\/v2\/comments?post=6290"}],"version-history":[{"count":10,"href":"https:\/\/www.uptime-h2020.eu\/index.php\/wp-json\/wp\/v2\/posts\/6290\/revisions"}],"predecessor-version":[{"id":6302,"href":"https:\/\/www.uptime-h2020.eu\/index.php\/wp-json\/wp\/v2\/posts\/6290\/revisions\/6302"}],"wp:attachment":[{"href":"https:\/\/www.uptime-h2020.eu\/index.php\/wp-json\/wp\/v2\/media?parent=6290"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.uptime-h2020.eu\/index.php\/wp-json\/wp\/v2\/categories?post=6290"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.uptime-h2020.eu\/index.php\/wp-json\/wp\/v2\/tags?post=6290"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}