{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,17]],"date-time":"2026-03-17T18:44:50Z","timestamp":1773773090128,"version":"3.50.1"},"publisher-location":"New York, NY, USA","reference-count":32,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,8,14]],"date-time":"2022-08-14T00:00:00Z","timestamp":1660435200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"DIREC","award":["EDGE-AI"],"award-info":[{"award-number":["EDGE-AI"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,8,14]]},"DOI":"10.1145\/3534678.3539057","type":"proceedings-article","created":{"date-parts":[[2022,8,12]],"date-time":"2022-08-12T19:06:41Z","timestamp":1660331201000},"page":"3107-3115","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":17,"title":["Predicting Bearings Degradation Stages for Predictive Maintenance in the Pharmaceutical Industry"],"prefix":"10.1145","author":[{"given":"Dovile","family":"Juodelyte","sequence":"first","affiliation":[{"name":"IT University of Copenhagen, Copenhagen, Denmark"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Veronika","family":"Cheplygina","sequence":"additional","affiliation":[{"name":"IT University of Copenhagen, Copenhagen, Denmark"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Therese","family":"Graversen","sequence":"additional","affiliation":[{"name":"IT University of Copenhagen, Copenhagen, Denmark"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Philippe","family":"Bonnet","sequence":"additional","affiliation":[{"name":"IT University of Copenhagen, Copenhagen, Denmark"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,8,14]]},"reference":[{"key":"e_1_3_2_2_1_1","doi-asserted-by":"publisher","DOI":"10.3390\/app8091468"},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.compchemeng.2019.05.019"},{"key":"e_1_3_2_2_3_1","unstructured":"Francois Chollet et al. 2015. Keras. https:\/\/github.com\/fchollet\/keras"},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2013.06.038"},{"key":"e_1_3_2_2_5_1","volume-title":"AutoEncoder based high-dimensional data fault detection system. In 2017 ieee 15th international conference on industrial informatics (indin)","author":"Fan Jicong","unstructured":"Jicong Fan, Wei Wang, and Haijun Zhang. 2017. AutoEncoder based high-dimensional data fault detection system. In 2017 ieee 15th international conference on industrial informatics (indin). IEEE, 1001--1006."},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.3390\/s21010182"},{"key":"e_1_3_2_2_7_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-020--2649--2"},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.dsp.2014.08.006"},{"key":"e_1_3_2_2_9_1","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2014.2378056"},{"key":"e_1_3_2_2_10_1","volume-title":"Machinery Prognostic Method Based on Multi-Class Support Vector Machines and Hybrid Differential Evolution -- Particle Swarm Optimization. Chemical engineering transactions","author":"Kimotho James Kuria","year":"2013","unstructured":"James Kuria Kimotho, Christoph Sondermann-Woelke, Tobias Meyer, and Walter Sextro. 2013. Machinery Prognostic Method Based on Multi-Class Support Vector Machines and Hybrid Differential Evolution -- Particle Swarm Optimization. Chemical engineering transactions, Vol. 33 (2013), 619--624."},{"key":"e_1_3_2_2_11_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2017.11.016"},{"key":"e_1_3_2_2_12_1","doi-asserted-by":"publisher","DOI":"10.1177\/0954406215590167"},{"key":"e_1_3_2_2_13_1","volume-title":"International Journal of Mechanical Engineering and Technology","volume":"8","author":"Ramadhan Mohd Saufi Mohd Syahril","year":"2017","unstructured":"Mohd Syahril Ramadhan Mohd Saufi, Z.A. Ahmad, M.H. Lim, and M. Leong. 2017. A review on signal processing techniques for bearing diagnostics. International Journal of Mechanical Engineering and Technology, Vol. 8 (01 2017), 327--337."},{"key":"e_1_3_2_2_14_1","volume-title":"PRONOSTIA: An Experimental Platform for Bearings Accelerated Life Test. IEEE International Conference on Prognostics and Health Management","author":"Nectoux P.","year":"2012","unstructured":"P. Nectoux, R. Gouriveau, K. Medjaher, E. Ramasso, B. Morello, N. Zerhouni, and C. Varnier. 2012. PRONOSTIA: An Experimental Platform for Bearings Accelerated Life Test. IEEE International Conference on Prognostics and Health Management (2012)."},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.5555\/1953048.2078195"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"publisher","DOI":"10.1109\/JAS.2019.1911393"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2014.2313034"},{"key":"e_1_3_2_2_18_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2004.08.001"},{"key":"e_1_3_2_2_19_1","volume-title":"A Survey of Predictive Maintenance: Systems, Purposes and Approaches. arxiv","author":"Ran Yongyi","year":"1912","unstructured":"Yongyi Ran, Xin Zhou, Pengfeng Lin, Yonggang Wen, and Ruilong Deng. 2019. A Survey of Predictive Maintenance: Systems, Purposes and Approaches. arxiv: 1912.07383 [eess.SP]"},{"key":"e_1_3_2_2_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICMA.2007.4304127"},{"key":"e_1_3_2_2_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/AICCSA.2013.6616438"},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.1214\/13-AOAS662"},{"key":"e_1_3_2_2_23_1","doi-asserted-by":"publisher","DOI":"10.3390\/s20205846"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICPHM.2012.6299548"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.1038\/s41592-019-0686--2"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2018.2882682"},{"key":"e_1_3_2_2_27_1","doi-asserted-by":"publisher","DOI":"10.1088\/1742--6596"},{"key":"e_1_3_2_2_28_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICPHM.2012.6299547"},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2016.2535368"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.25080\/Majora-92bf1922-00a"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/TR.2014.2315956"},{"key":"e_1_3_2_2_32_1","volume-title":"PHM 2014 - Proceedings of the Annual Conference of the Prognostics and Health Management Society 2014 (01","author":"Zhu Junda","year":"2014","unstructured":"Junda Zhu, Thomas Nostrand, Cody Spiegel, and B. Morton. 2014. Survey of condition indicators for condition monitoring systems. PHM 2014 - Proceedings of the Annual Conference of the Prognostics and Health Management Society 2014 (01 2014), 635--647."}],"event":{"name":"KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining","location":"Washington DC USA","acronym":"KDD '22","sponsor":["SIGMOD ACM Special Interest Group on Management of Data","SIGKDD ACM Special Interest Group on Knowledge Discovery in Data"]},"container-title":["Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3534678.3539057","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3534678.3539057","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T18:09:50Z","timestamp":1750183790000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3534678.3539057"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,8,14]]},"references-count":32,"alternative-id":["10.1145\/3534678.3539057","10.1145\/3534678"],"URL":"https:\/\/doi.org\/10.1145\/3534678.3539057","relation":{},"subject":[],"published":{"date-parts":[[2022,8,14]]},"assertion":[{"value":"2022-08-14","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}