{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,12]],"date-time":"2026-04-12T01:37:29Z","timestamp":1775957849939,"version":"3.50.1"},"reference-count":20,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,7,1]],"date-time":"2019-07-01T00:00:00Z","timestamp":1561939200000},"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":[[2019,7]]},"DOI":"10.1109\/embc.2019.8857034","type":"proceedings-article","created":{"date-parts":[[2019,10,7]],"date-time":"2019-10-07T20:51:21Z","timestamp":1570481481000},"page":"349-353","source":"Crossref","is-referenced-by-count":5,"title":["An Unsupervised Feature Learning Approach to Reduce False Alarm Rate in ICUs"],"prefix":"10.1109","author":[{"given":"Behzad","family":"Ghazanfari","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fatemeh","family":"Afghah","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kayvan","family":"Najarian","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sajad","family":"Mousavi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jonathan","family":"Gryak","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"James","family":"Todd","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref10","article-title":"Unsupervised feature learning from temporal data","author":"goroshin","year":"2015"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2014.01.008"},{"key":"ref12","first-page":"2322","article-title":"Unsupervised feature learning from time series","author":"zhang","year":"2016","journal-title":"IJCAI"},{"key":"ref13","article-title":"Ecg-based biometrics using a deep autoencoder for feature learning","author":"eduardo","year":"2017"},{"key":"ref14","first-page":"63","article-title":"Patient-specific ecg classification based on recurrent neural networks and clustering technique","author":"zhang","year":"2017","journal-title":"Biomedical Engineering (BioMed) 2017 13th lASTED International Conference on"},{"key":"ref15","article-title":"Towards end-to-end ecg classification with raw signal extraction and deep neural networks","author":"xu","year":"2018","journal-title":"IEEE Journal of Biomedical and Health Informatics"},{"key":"ref16","year":"2015","journal-title":"Reducing False Arrhythmia Alarms in the ICU"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CIC.2015.7408639"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.1985.325532"},{"key":"ref19","article-title":"MATLAB&#x2019;s Classification Learner APP","year":"0"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1155\/2015\/198363"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/CIC.2015.7411129"},{"key":"ref6","first-page":"190","article-title":"Game theory for systematic selection of wavelet-based features; application in false alarm detection in intensive care units","volume":"20","author":"afghah","year":"2018","journal-title":"Entropy Special Issue on Information Theory in Game Theory"},{"key":"ref5","article-title":"A shapley value solution to game theoretic-based feature reduction in false alarm detection","author":"afghah","year":"2015","journal-title":"Neural Information Processing Systems ( NIPS) Workshop on Machine Learning in Healthcare"},{"key":"ref8","first-page":"215","article-title":"An analysis of single-layer networks in unsupervised feature learning","author":"coates","year":"2011","journal-title":"Proceedings of the Fourteenth International Conference on Artificial Intelligence and Statistics"},{"key":"ref7","first-page":"3945","article-title":"Greedy feature construction","author":"oglic","year":"2016","journal-title":"Advances in neural information processing systems"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-43742-2_27"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jbi.2008.03.011"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-35289-8_30"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.jelectrocard.2014.07.016"}],"event":{"name":"2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","location":"Berlin, Germany","start":{"date-parts":[[2019,7,23]]},"end":{"date-parts":[[2019,7,27]]}},"container-title":["2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8844528\/8856280\/08857034.pdf?arnumber=8857034","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,14]],"date-time":"2022-07-14T23:14:39Z","timestamp":1657840479000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8857034\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,7]]},"references-count":20,"URL":"https:\/\/doi.org\/10.1109\/embc.2019.8857034","relation":{},"subject":[],"published":{"date-parts":[[2019,7]]}}}