{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,8]],"date-time":"2025-11-08T18:08:09Z","timestamp":1762625289161,"version":"3.28.0"},"reference-count":14,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,5,20]],"date-time":"2024-05-20T00:00:00Z","timestamp":1716163200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,5,20]],"date-time":"2024-05-20T00:00:00Z","timestamp":1716163200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,5,20]]},"DOI":"10.1109\/mipro60963.2024.10569903","type":"proceedings-article","created":{"date-parts":[[2024,6,28]],"date-time":"2024-06-28T17:55:56Z","timestamp":1719597356000},"page":"1855-1858","source":"Crossref","is-referenced-by-count":1,"title":["Anomaly Detection for HVAC System Maintenance Using Autoencoder Neural Network"],"prefix":"10.1109","author":[{"given":"D.","family":"Bori\u0107","sequence":"first","affiliation":[{"name":"KONČAR - Digital Ltd.,,Zagreb,Croatia"}]},{"given":"T.","family":"Hadjina","sequence":"additional","affiliation":[{"name":"KONČAR - Digital Ltd.,,Zagreb,Croatia"}]},{"given":"L. Luttenberger","family":"Mari\u0107","sequence":"additional","affiliation":[{"name":"KONČAR - Digital Ltd.,,Zagreb,Croatia"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2958185"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2009.2028364"},{"issue":"2","key":"ref3","doi-asserted-by":"crossref","DOI":"10.3390\/pr11020535","article-title":"Development of anomaly detectors for hvac systems using machine learning","volume":"11","author":"Borda","year":"2023","journal-title":"Processes"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"100023","DOI":"10.1016\/j.decarb.2023.100023","article-title":"A comprehensive review of the applications of machine learning for hvac","volume":"2","author":"Zhou","year":"2023","journal-title":"DeCarbon"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3083060"},{"issue":"2","key":"ref6","doi-asserted-by":"crossref","first-page":"33","DOI":"10.5120\/13715-1478","article-title":"Machine learning techniques for anomaly detection: An overview","volume":"79","author":"Salima Omar","year":"2013","journal-title":"International Journal of Computer Applications"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-023-10662-6"},{"article-title":"Understanding variational autoencoders (vaes)","year":"2019","author":"Rocca","key":"ref8"},{"key":"ref9","article-title":"An overview of gradient descent optimization algorithms","volume":"abs\/1609.04747","author":"Ruder","year":"2016","journal-title":"ArXiv"},{"key":"ref10","article-title":"Adam: A method for stochastic optimization","volume":"abs\/1412.6980","author":"Kingma","year":"2014","journal-title":"CoRR"},{"author":"Brownlee","key":"ref11","article-title":"A gentle introduction to minibatch gradient descent and how to configure batch size"},{"year":"2021","key":"ref12","article-title":"Data sets for evaluation of building fault detection and diagnostics algorithms"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1201\/b17103-3"},{"article-title":"Loss functions and their use in neural networks","year":"2022","author":"Yathish","key":"ref14"}],"event":{"name":"2024 47th MIPRO ICT and Electronics Convention (MIPRO)","start":{"date-parts":[[2024,5,20]]},"location":"Opatija, Croatia","end":{"date-parts":[[2024,5,24]]}},"container-title":["2024 47th MIPRO ICT and Electronics Convention (MIPRO)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10569139\/10569147\/10569903.pdf?arnumber=10569903","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,30]],"date-time":"2024-06-30T04:19:55Z","timestamp":1719721195000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10569903\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,5,20]]},"references-count":14,"URL":"https:\/\/doi.org\/10.1109\/mipro60963.2024.10569903","relation":{},"subject":[],"published":{"date-parts":[[2024,5,20]]}}}