{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,4]],"date-time":"2026-02-04T19:48:06Z","timestamp":1770234486202,"version":"3.49.0"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,5,26]],"date-time":"2025-05-26T00:00:00Z","timestamp":1748217600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,26]],"date-time":"2025-05-26T00:00:00Z","timestamp":1748217600000},"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":[[2025,5,26]]},"DOI":"10.1109\/ccece64018.2025.11364423","type":"proceedings-article","created":{"date-parts":[[2026,2,3]],"date-time":"2026-02-03T20:52:24Z","timestamp":1770151944000},"page":"533-537","source":"Crossref","is-referenced-by-count":0,"title":["Systematic Exploration of Feature Engineering and Machine Learning Algorithms for HVAC Fault Detection"],"prefix":"10.1109","author":[{"given":"Sadia Zahin","family":"Prodhan","sequence":"first","affiliation":[{"name":"University of Alberta Edmonton,Department of Computing Science,Alberta,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Eleni","family":"Stroulia","sequence":"additional","affiliation":[{"name":"University of Alberta Edmonton,Department of Computing Science,Alberta,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1201\/9781003151906"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1081\/E-EEE2-120051345"},{"key":"ref3","first-page":"17","article-title":"Data pre-processing from production processes for analysis in automotive industry","volume-title":"Central European Conference on Information and Intelligent Systems. Faculty of Organization and Informatics Varazdin","author":"Simoncicova"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TCST.2017.2773514"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2023.120948"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/APCIP.2009.21"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2021.111275"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2023.127972"},{"key":"ref9","article-title":"Model validation techniques, explained: A visual guide with code examples","author":"Baladram","year":"2025"},{"key":"ref10","article-title":"Unraveling the complexity of splitting sequential data: Tackling challenges in video and time series analysis","author":"Botache","year":"2023","journal-title":"arXiv preprint arXiv:2307.14294"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCUBEA.2017.8463779"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/898\/7\/072047"},{"key":"ref13","article-title":"Lawrence berkeley national laboratory","year":"2025"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1038\/s41597-020-0398-6"},{"key":"ref15","article-title":"Systematic exploration of feature engineering and machine learning algorithms for hvac fault detection, github","author":"Prodhan","year":"2025"},{"key":"ref16","article-title":"Dimensionality reduction: Principal component analysis","author":"Parte","year":"2025"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/SoutheastCon45413.2021.9401949"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-3261-0"}],"event":{"name":"2025 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)","location":"Vancouver, BC, Canada","start":{"date-parts":[[2025,5,26]]},"end":{"date-parts":[[2025,5,29]]}},"container-title":["2025 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11364343\/11364347\/11364423.pdf?arnumber=11364423","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,4]],"date-time":"2026-02-04T07:10:31Z","timestamp":1770189031000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11364423\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,26]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/ccece64018.2025.11364423","relation":{},"subject":[],"published":{"date-parts":[[2025,5,26]]}}}