{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,7]],"date-time":"2026-09-07T20:09:19Z","timestamp":1788811759970,"version":"build-2803163510"},"reference-count":43,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2026,7,1]],"date-time":"2026-07-01T00:00:00Z","timestamp":1782864000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"PRIN 2022T7YSHJ SMART-IC - Next Generation EU Project"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Emerg. Topics Comput."],"published-print":{"date-parts":[[2026,7]]},"DOI":"10.1109\/tetc.2026.3726298","type":"journal-article","created":{"date-parts":[[2026,8,27]],"date-time":"2026-08-27T19:07:35Z","timestamp":1787857655000},"page":"891-906","source":"Crossref","is-referenced-by-count":0,"title":["VARADE++: An Edge-Friendly Framework for Real-Time Anomaly Detection in Production Plants"],"prefix":"10.1109","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4213-7729","authenticated-orcid":false,"given":"Alessio","family":"Mascolini","sequence":"first","affiliation":[{"name":"Politecnico di Torino","place":["Torino, Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9451-1957","authenticated-orcid":false,"given":"Sebastiano","family":"Gaiardelli","sequence":"additional","affiliation":[{"name":"University of Verona","place":["Verona, Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8472-8247","authenticated-orcid":false,"given":"Francesco","family":"Ponzio","sequence":"additional","affiliation":[{"name":"Politecnico di Torino","place":["Torino, Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0656-9786","authenticated-orcid":false,"given":"Nicola","family":"Dall'Ora","sequence":"additional","affiliation":[{"name":"University of Verona","place":["Verona, Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6835-8277","authenticated-orcid":false,"given":"Stefano","family":"Quer","sequence":"additional","affiliation":[{"name":"Politecnico di Torino","place":["Torino, Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4404-5791","authenticated-orcid":false,"given":"Franco","family":"Fummi","sequence":"additional","affiliation":[{"name":"University of Verona","place":["Verona, Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9666-5194","authenticated-orcid":false,"given":"Sara","family":"Vinco","sequence":"additional","affiliation":[{"name":"Politecnico di Torino","place":["Torino, Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6239-8945","authenticated-orcid":false,"given":"Santa Di","family":"Cataldo","sequence":"additional","affiliation":[{"name":"Politecnico di Torino","place":["Torino, Italy"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3390\/s22072445"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/IOTM.001.2200120"},{"key":"ref3","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/3649329.3655691","article-title":"VARADE: A variational-based AutoRegressive model for anomaly detection on the edge","volume-title":"Proc. 61st ACM\/IEEE Des. Automat. Conf.","author":"Mascolini","year":"2024"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICIT58233.2024.10541026"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3385634"},{"key":"ref6","article-title":"Long short term memory networks for anomaly detection in time series","volume":"2015","author":"Malhotra","year":"2015","journal-title":"Esann"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16523"},{"key":"ref8","article-title":"TimeSeAD: Benchmarking deep multivariate time-series anomaly detection","volume-title":"Trans. Mach. Learn. Res.","author":"Wagner","year":"2023"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3416013.3426457"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0152173"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/2133360.2133363"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2021.02.010"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i7.20680"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2022.109486"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2022.01.010"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/COMST.2020.3009103"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2884906"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01055"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ijcnn64981.2025.11229402"},{"key":"ref21","first-page":"4296","article-title":"FNet: Mixing tokens with fourier transforms","volume-title":"Proc. 2022 Conf. North Amer. Chapter Assoc. Comput. Linguist.: Hum. Lang. Technol.","author":"Lee-Thorp","year":"2022"},{"key":"ref22","first-page":"24261","article-title":"MLP-Mixer: An all-MLP architecture for vision","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Tolstikhin","year":"2021"},{"key":"ref23","first-page":"32618","article-title":"MODeL: Memory optimizations for deep learning","volume-title":"Proc. 40th Int. Conf. Mach. Learn.","author":"Steiner","year":"2023"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3624990"},{"key":"ref25","first-page":"8162","article-title":"Improved denoising diffusion probabilistic models","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Nichol","year":"2021"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2023.3333242"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TETC.2021.3132432"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.3403\/30434366"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.23919\/DATE54114.2022.9774522"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330672"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.14778\/3476249.3476307"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.14778\/3538598.3538602"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1213\/4\/042050"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2886457"},{"key":"ref35","article-title":"LSTM-based encoder-decoder for multi-sensor anomaly detection","author":"Malhotra","year":"2016"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33011409"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP43922.2022.9747274"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1049\/ell2.12683"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3185996"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM50108.2020.00093"},{"key":"ref41","first-page":"13016","article-title":"Timeseries anomaly detection using temporal hierarchical one-class network","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Shen","year":"2020"},{"key":"ref42","article-title":"Sensitive robotics LBR IIWA","year":"2016"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2023.106673"}],"container-title":["IEEE Transactions on Emerging Topics in Computing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6245516\/11679563\/11668997.pdf?arnumber=11668997","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,9,7]],"date-time":"2026-09-07T19:14:51Z","timestamp":1788808491000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11668997\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,7]]},"references-count":43,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tetc.2026.3726298","relation":{},"ISSN":["2168-6750","2376-4562"],"issn-type":[{"value":"2168-6750","type":"electronic"},{"value":"2376-4562","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,7]]}}}