{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,20]],"date-time":"2026-01-20T10:25:26Z","timestamp":1768904726477,"version":"3.49.0"},"publisher-location":"New York, NY, USA","reference-count":51,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,5,16]],"date-time":"2022-05-16T00:00:00Z","timestamp":1652659200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/100010661","name":"Horizon 2020 Framework Programme","doi-asserted-by":"publisher","award":["958357 and 958363"],"award-info":[{"award-number":["958357 and 958363"]}],"id":[{"id":"10.13039\/100010661","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,5,16]]},"DOI":"10.1145\/3522664.3528603","type":"proceedings-article","created":{"date-parts":[[2022,10,17]],"date-time":"2022-10-17T16:30:14Z","timestamp":1666024214000},"page":"159-169","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":11,"title":["UDAVA"],"prefix":"10.1145","author":[{"given":"Erik Johannes","family":"Husom","sequence":"first","affiliation":[{"name":"SINTEF Digital, Norway"}]},{"given":"Simeon","family":"Tverdal","sequence":"additional","affiliation":[{"name":"SINTEF Digital, Norway"}]},{"given":"Arda","family":"Goknil","sequence":"additional","affiliation":[{"name":"SINTEF Digital, Norway"}]},{"given":"Sagar","family":"Sen","sequence":"additional","affiliation":[{"name":"SINTEF Digital, Norway"}]}],"member":"320","published-online":{"date-parts":[[2022,10,17]]},"reference":[{"key":"e_1_3_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2015.04.007"},{"key":"e_1_3_2_1_2_1","first-page":"3001","article-title":"Deep Time-Series Clustering","volume":"10","author":"Alqahtani Ali","year":"2021","unstructured":"Ali Alqahtani, Mohammed Ali, Xianghua Xie, and Mark W Jones. 2021. Deep Time-Series Clustering: A Review. Electronics 10, 23 (2021), 3001.","journal-title":"A Review. Electronics"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICSE-SEIP.2019.00042"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1109\/IEA.2018.8387124"},{"key":"e_1_3_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.3390\/s20010109"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSM.2020.2995548"},{"key":"e_1_3_2_1_7_1","volume-title":"Helena Holmstr\u00f6m Olsson, and Ivica Crnkovic","author":"Bosch Jan","year":"2021","unstructured":"Jan Bosch, Helena Holmstr\u00f6m Olsson, and Ivica Crnkovic. 2021. Engineering AI systems: A research agenda. In Artificial Intelligence Paradigms for Smart Cyber-Physical Systems. IGI Global, 1--19."},{"key":"e_1_3_2_1_8_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.cja.2018.11.007"},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.3390\/s20195650"},{"key":"e_1_3_2_1_10_1","volume-title":"Mean shift, mode seeking, and clustering","author":"Cheng Yizong","year":"1995","unstructured":"Yizong Cheng. 1995. Mean shift, mode seeking, and clustering. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (1995)."},{"key":"e_1_3_2_1_11_1","first-page":"1","article-title":"Time series segmentation: A sliding window approach","volume":"85","author":"James Chu Chia-Shang","year":"1995","unstructured":"Chia-Shang James Chu. 1995. Time series segmentation: A sliding window approach. Information Sciences 85, 1-3 (1995), 147--173.","journal-title":"Information Sciences"},{"key":"e_1_3_2_1_12_1","volume-title":"https:\/\/codecarbon.io\/. Visited","author":"Carbon Code","year":"2022","unstructured":"Code Carbon. [n.d.]. https:\/\/codecarbon.io\/. Visited in 2022."},{"key":"e_1_3_2_1_13_1","volume-title":"IOP Conference Series: Materials Science and Engineering","volume":"1193","author":"Olmo A Del","year":"2021","unstructured":"A Del Olmo, G Mart\u00ednez de Piss\u00f3n, L Sastoque, A Fern\u00e1ndez, A Calleja, and LN L\u00f3pez De Lacalle. 2021. Merging complex information in high speed broaching operations in order to obtain a robust machining process. In IOP Conference Series: Materials Science and Engineering, Vol. 1193. IOP Publishing, 012079."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.14778\/1454159.1454226"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.114060"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1080\/00224065.1975.11980672"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2010.09.007"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1975.1055330"},{"key":"e_1_3_2_1_19_1","volume-title":"Failure prediction in production line based on federated learning: an empirical study. Journal of Intelligent Manufacturing","author":"Ge Ning","year":"2021","unstructured":"Ning Ge, Guanghao Li, Li Zhang, and Yi Liu. 2021. Failure prediction in production line based on federated learning: an empirical study. Journal of Intelligent Manufacturing (2021), 1--18."},{"key":"e_1_3_2_1_20_1","volume-title":"https:\/\/greatexpectations.io\/. Visited","author":"Expectations Great","year":"2022","unstructured":"Great Expectations. [n.d.]. https:\/\/greatexpectations.io\/. Visited in 2022."},{"key":"e_1_3_2_1_21_1","volume-title":"Open-source Version Control System for Machine Learning Projects. https:\/\/dvc.org\/. Visited","year":"2022","unstructured":"iterative.ai. [n.d.]. Open-source Version Control System for Machine Learning Projects. https:\/\/dvc.org\/. Visited in 2022."},{"key":"e_1_3_2_1_22_1","volume-title":"https:\/\/www.itpaero.com\/. Visited","author":"Aero ITP","year":"2022","unstructured":"ITP Aero. [n.d.]. https:\/\/www.itpaero.com\/. Visited in 2022."},{"key":"e_1_3_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00170-021-07425-4"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.5281\/zenodo.4544110"},{"key":"e_1_3_2_1_25_1","volume-title":"2011 11th International Conference on Control, Automation and Systems. IEEE, 323--328","author":"Liu Hongbin","year":"2011","unstructured":"Hongbin Liu, Mingzhi Huang, Iman Janghorban, Payam Ghorbannezhad, and ChangKyoo Yoo. 2011. Faulty sensor detection, identification and reconstruction of indoor air quality measurements in a subway station. In 2011 11th International Conference on Control, Automation and Systems. IEEE, 323--328."},{"key":"e_1_3_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2018.03.075"},{"key":"e_1_3_2_1_27_1","volume-title":"Version Control with Git: Powerful tools and techniques for collaborative software development. \"O'Reilly Media","author":"Loeliger Jon","unstructured":"Jon Loeliger and Matthew McCullough. 2012. Version Control with Git: Powerful tools and techniques for collaborative software development. \"O'Reilly Media, Inc.\"."},{"key":"e_1_3_2_1_28_1","unstructured":"J. Macqueen. 1967. Some methods for classification and analysis of multivariate observations. In In 5-th Berkeley Symposium on Mathematical Statistics and Probability. 281--297."},{"key":"e_1_3_2_1_29_1","volume-title":"Calibration and Certification of Industrial Sensors---A Global Review. WSEAS Trans. Syst. Control","author":"Martins AB","year":"2020","unstructured":"AB Martins, JT Farinha, and AM Cardoso. 2020. Calibration and Certification of Industrial Sensors---A Global Review. WSEAS Trans. Syst. Control (2020), 394--416."},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1109\/ETFA46521.2020.9211903"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.5555\/1324818"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.5555\/1953048.2078195"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1007\/s13222-021-00386-8"},{"key":"e_1_3_2_1_34_1","volume-title":"https:\/\/www.predict.fr\/produits-services\/logiciels\/. Visited","year":"2022","unstructured":"Predict. [n.d.]. https:\/\/www.predict.fr\/produits-services\/logiciels\/. Visited in 2022."},{"key":"e_1_3_2_1_35_1","volume-title":"https:\/\/www.renaultgroup.com\/en\/our-company\/locations\/valladolid-bodywork-assembly-plant-2\/. Visited","author":"Plant Renault Assembly","year":"2022","unstructured":"Renault Assembly Plant. [n.d.]. https:\/\/www.renaultgroup.com\/en\/our-company\/locations\/valladolid-bodywork-assembly-plant-2\/. Visited in 2022."},{"key":"e_1_3_2_1_36_1","volume-title":"https:\/\/www.savvydatasystems.com\/es\/inicio. Visited","author":"Data Systems SAVVY","year":"2022","unstructured":"SAVVY Data Systems. [n.d.]. https:\/\/www.savvydatasystems.com\/es\/inicio. Visited in 2022."},{"key":"e_1_3_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/1772690.1772862"},{"key":"e_1_3_2_1_38_1","volume-title":"Hidden technical debt in machine learning systems. Advances in neural information processing systems 28","author":"Sculley David","year":"2015","unstructured":"David Sculley, Gary Holt, Daniel Golovin, Eugene Davydov, Todd Phillips, Dietmar Ebner, Vinay Chaudhary, Michael Young, Jean-Francois Crespo, and Dan Dennison. 2015. Hidden technical debt in machine learning systems. Advances in neural information processing systems 28 (2015), 2503--2511."},{"key":"e_1_3_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2020.106567"},{"key":"e_1_3_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-1685-3_33"},{"key":"e_1_3_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1002\/cem.945"},{"key":"e_1_3_2_1_42_1","doi-asserted-by":"publisher","DOI":"10.1016\/S0890-6955(99)00122-4"},{"key":"e_1_3_2_1_43_1","first-page":"801","article-title":"Sur la division des corps materiels en parties","volume":"1","author":"Hugo Steinhaus","year":"1956","unstructured":"Hugo Steinhaus et al. 1956. Sur la division des corps materiels en parties. Bull. Acad. Polon. Sci 1, 804 (1956), 801.","journal-title":"Bull. Acad. Polon. Sci"},{"key":"e_1_3_2_1_44_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2016.04.028"},{"key":"e_1_3_2_1_45_1","first-page":"66","article-title":"Dimensionality reduction: a comparative review","volume":"10","author":"Der Maaten Laurens Van","year":"2009","unstructured":"Laurens Van Der Maaten, Eric Postma, Jaap Van den Herik, et al. 2009. Dimensionality reduction: a comparative review. Journal of Machine Learning Research 10, 66--71 (2009), 13.","journal-title":"Journal of Machine Learning Research"},{"key":"e_1_3_2_1_46_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.promfg.2019.06.160"},{"key":"e_1_3_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.procir.2020.04.025"},{"key":"e_1_3_2_1_48_1","doi-asserted-by":"publisher","DOI":"10.1145\/1882471.1882478"},{"key":"e_1_3_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2015.08.008"},{"key":"e_1_3_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00283"},{"key":"e_1_3_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.09.020"}],"event":{"name":"CAIN '22: 1st Conference on AI Engineering - Software Engineering for AI","location":"Pittsburgh Pennsylvania","acronym":"CAIN '22","sponsor":["SIGSOFT ACM Special Interest Group on Software Engineering","IEEE TCSC IEEE Technical Committee on Scalable Computing"]},"container-title":["Proceedings of the 1st International Conference on AI Engineering: Software Engineering for AI"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3522664.3528603","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3522664.3528603","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T18:09:34Z","timestamp":1750183774000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3522664.3528603"}},"subtitle":["an unsupervised learning pipeline for sensor data validation in manufacturing"],"short-title":[],"issued":{"date-parts":[[2022,5,16]]},"references-count":51,"alternative-id":["10.1145\/3522664.3528603","10.1145\/3522664"],"URL":"https:\/\/doi.org\/10.1145\/3522664.3528603","relation":{},"subject":[],"published":{"date-parts":[[2022,5,16]]},"assertion":[{"value":"2022-10-17","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}