{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,4]],"date-time":"2026-02-04T17:45:52Z","timestamp":1770227152979,"version":"3.49.0"},"reference-count":75,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T00:00:00Z","timestamp":1643155200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,1,26]],"date-time":"2022-01-26T00:00:00Z","timestamp":1643155200000},"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":[[2022,1,26]]},"DOI":"10.1109\/ccwc54503.2022.9720875","type":"proceedings-article","created":{"date-parts":[[2022,3,4]],"date-time":"2022-03-04T20:27:19Z","timestamp":1646425639000},"page":"0080-0086","source":"Crossref","is-referenced-by-count":17,"title":["Review of Deep Learning Methods for Automated Sleep Staging"],"prefix":"10.1109","author":[{"given":"Masoud","family":"Malekzadeh","sequence":"first","affiliation":[{"name":"University of Massachusetts at Lowell"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Parisa","family":"Hajibabaee","sequence":"additional","affiliation":[{"name":"University of Massachusetts at Lowell"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Maryam","family":"Heidari","sequence":"additional","affiliation":[{"name":"George Mason University,Virginia,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Brett","family":"Berlin","sequence":"additional","affiliation":[{"name":"George Mason University,Virginia,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/zsx097"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/51.932725"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1093\/sleep\/32.2.139"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/10.867928"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1161\/01.CIR.101.23.e215"},{"key":"ref39","author":"torkjazi","year":"0","journal-title":"Applying a utility based fuzzy probabilistic a-cut method to optimize a constrained multi objective model"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1111\/jsr.12169"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/IEMCON53756.2021.9623238"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM49941.2020.9313090"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/IEMTRONICS52119.2021.9422605"},{"key":"ref31","author":"mohamadi","year":"2020","journal-title":"Deep bayesian active learning a brief survey on recent advances"},{"key":"ref30","author":"mostofa","year":"2021","journal-title":"Deep gan-based cross-spectral cross-resolution iris recognition"},{"key":"ref37","author":"esmaeilzadeh","year":"2017","journal-title":"A test driven approach to develop web-based machine learning applications"},{"key":"ref36","author":"heidari","year":"2022","journal-title":"Offensive behaviour detection on social media platforms by using natural language processing models"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ISCISC.2016.7736452"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CCWC54503.2022.9720753"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.5220\/0010147401000107"},{"key":"ref62","author":"heidari","year":"2022","journal-title":"Misinformation detection model to prevent spread of the covid-19 virus during the pandemic"},{"key":"ref61","first-page":"513","article-title":"Clinical text classification of alzheimer's drugs' mechanism of action","author":"kambar","year":"2022","journal-title":"Proceedings of Sixth International Congress on Information and Communication Technology"},{"key":"ref63","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1007\/978-3-030-60936-8_25","article-title":"Improving locality sensitive hashing by efficiently finding projected nearest neighbors","author":"jafari","year":"2020","journal-title":"7th International Conference on Similarity Search and Applications"},{"key":"ref28","first-page":"175","article-title":"Text classification using neural network language model (nnlm) and bert: An empirical comparison","author":"esmaeilzadeh","year":"2021","journal-title":"Proceedings of SAI Intelligent Systems Conference"},{"key":"ref64","author":"heidari","year":"2022","journal-title":"Nlp approach for social media bot detection(fake identity detection) to increase security and trust in online platforms"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/IEMTRONICS52119.2021.9422649"},{"key":"ref65","author":"zhang","year":"2021","journal-title":"A survey on machine learning techniques for auto labeling of video audio and text data"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvir.2021.01.263"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ISTAS50296.2020.9462170"},{"key":"ref67","first-page":"1077","article-title":"The sleep heart health study: design, rationale, and methods","volume":"20","author":"quan","year":"1997","journal-title":"Sleep"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1093\/aje\/kwf113"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocy064"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.11613\/BM.2012.031"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.5664\/jcsm.2172"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.4172\/2169-0316.1000147"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/UEMCON51285.2020.9298158"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP40778.2020.9190753"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR48806.2021.9412818"},{"key":"ref23","author":"gheshlaghi","year":"2019","journal-title":"A Superpixel Segmentation Based Technique for Multiple Sclerosis Lesion Detection"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-016-0713-3"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/IEMTRONICS52119.2021.9422664"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/AIIoT52608.2021.9454192"},{"key":"ref51","author":"ahmadian","year":"0","journal-title":"High survivable ransomwares detection using bayesian belief network and hybrid behavioral analysis features"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/AIIoT52608.2021.9454169"},{"key":"ref58","author":"hsu","year":"2021","journal-title":"Bayesian learning A selective overview"},{"key":"ref57","first-page":"1","article-title":"Output-only entropy-based damage detection using transmissibility function","author":"soofi","year":"2021","journal-title":"Journal of Civil Structural Health Monitoring"},{"key":"ref56","author":"heidari","year":"2022","journal-title":"Fraud detection to increase customer trust in online shopping experience"},{"key":"ref55","article-title":"Building wikipedia n-grams with apache spark","author":"esmaeilzadeh","year":"2022","journal-title":"Intelligent Computing"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/s41109-019-0242-0"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/UEMCON53757.2021.9666618"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3372923.3404788"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-021-00510-8"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC44109.2020.9176741"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ISCISC.2016.7736452"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.cpet.2021.06.005"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/bios11060189"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CCWC54503.2022.9720804"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CCWC54503.2022.9720765"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CCWC54503.2022.9720798"},{"key":"ref17","article-title":"Pet image denoising using unsupervised domain translation","author":"malekzadeh","year":"2021","journal-title":"2021 IEEE Nuclear Science Symposium and Medical Imaging Conference Proceedings (NSS\/MIC)"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/EMBC46164.2021.9630678"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/ICDMW51313.2020.00071"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3087730"},{"key":"ref3","first-page":"26","article-title":"Identifying and ranking critical factors that determine meritocracy using ahp technique in automotive industry in iran","volume":"24","author":"nazari","year":"0","journal-title":"International Conference on Technology and Business Management March"},{"key":"ref6","author":"hajibabaee","year":"2020","journal-title":"Transit agencies performance assessment and implications"},{"key":"ref5","author":"hajibabaee","year":"2021","journal-title":"An empirical evaluation of the t-sne algorithm for data visualization in structural engineering"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1038\/s41746-020-0291-x"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA52953.2021.00267"},{"key":"ref49","author":"ahmadi","year":"2021","journal-title":"Sn4ke Practical mutation testing at binary level"},{"key":"ref9","author":"phan","year":"2021","journal-title":"Sleeptransformer Automatic sleep staging with interpretability and uncertainty quantification"},{"key":"ref46","author":"ahmadi","year":"2021","journal-title":"Mimosa Reducing malware analysis overhead with coverings"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/IEMCON53756.2021.9623078"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/UEMCON53757.2021.9666633"},{"key":"ref47","doi-asserted-by":"crossref","first-page":"472","DOI":"10.1007\/978-3-030-75762-5_38","article-title":"Noise-enhanced unsupervised link prediction","author":"abdolazimi","year":"2021","journal-title":"Pacific-Asia Conference on Knowledge Discovery and Data Mining"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3233\/IFS-130958"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/SMAP49528.2020.9248443"},{"key":"ref44","author":"ahmadi","year":"2020","journal-title":"Hidden fear Evaluating the effectiveness of messages on social media"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/IEMTRONICS52119.2021.9422605"}],"event":{"name":"2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC)","location":"Las Vegas, NV, USA","start":{"date-parts":[[2022,1,26]]},"end":{"date-parts":[[2022,1,29]]}},"container-title":["2022 IEEE 12th Annual Computing and Communication Workshop and Conference (CCWC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9720724\/9720434\/09720875.pdf?arnumber=9720875","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,20]],"date-time":"2022-06-20T21:35:02Z","timestamp":1655760902000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9720875\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,1,26]]},"references-count":75,"URL":"https:\/\/doi.org\/10.1109\/ccwc54503.2022.9720875","relation":{},"subject":[],"published":{"date-parts":[[2022,1,26]]}}}