{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T01:28:13Z","timestamp":1740101293296,"version":"3.37.3"},"reference-count":63,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,12,6]],"date-time":"2022-12-06T00:00:00Z","timestamp":1670284800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,12,6]],"date-time":"2022-12-06T00:00:00Z","timestamp":1670284800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100010318","name":"University of Manitoba","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100010318","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,12,6]]},"DOI":"10.1109\/bibm55620.2022.9995592","type":"proceedings-article","created":{"date-parts":[[2023,1,2]],"date-time":"2023-01-02T19:09:24Z","timestamp":1672686564000},"page":"2784-2791","source":"Crossref","is-referenced-by-count":2,"title":["Health Informatics on Big COVID-19 Pandemic Data via N-Shot Learning"],"prefix":"10.1109","author":[{"given":"Carson K.","family":"Leung","sequence":"first","affiliation":[{"name":"University of Manitoba,Department of Computer Science,Winnipeg,MB,Canada"}]},{"given":"Evan W.R.","family":"Madill","sequence":"additional","affiliation":[{"name":"University of Manitoba,Department of Computer Science,Winnipeg,MB,Canada"}]},{"given":"Nguyen Duy Thong","family":"Tran","sequence":"additional","affiliation":[{"name":"University of Manitoba,Department of Computer Science,Winnipeg,MB,Canada"}]},{"given":"Christine Y.","family":"Zhang","sequence":"additional","affiliation":[{"name":"University of Manitoba,Max Rady College of Medicine,Winnipeg,MB,Canada"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Applied Health Care Analytics - Enabling Transformative Health Care through Data Science","author":"Albert","year":"2022","journal-title":"Machine Learning, and Cognitive Computing"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.3028398"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/BigDataSE53435.2021.00011"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/Trustcom\/BigDataSE\/ICESS.2017.332"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-75075-6_11"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/IMCOM51814.2021.9377412"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/iThings-GreenCom-CPSCom-SmartData-Cybermatics53846.2021.00066"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/DataCom53700.2021.00009"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/BigComp54360.2022.00017"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM.2016.7822641"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM49941.2020.9312982"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1186\/s12864-020-6612-2"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/BigData47090.2019.9006397"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-60255-4_1"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ASONAM49781.2020.9381341"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.09.202"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC51774.2021.00054"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/IRI54793.2022.00022"},{"key":"ref19","first-page":"201","article-title":"WeFreS: weighted frequent subgraph mining in a single large graph","volume-title":"ICDM","author":"Ashraf"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-37453-1_4"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ASONAM.2018.8508660"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2018.8622260"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-75765-6_1"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9378040"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2018.11.026"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-75765-6_3"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/BigData47090.2019.9046058"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-75765-6_2"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/BigData50022.2020.9378407"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/BigData47090.2019.9005969"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/BigData52589.2021.9671453"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-76732-7_5"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/iV.2018.00048"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/WI.2016.0127"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/BigData52589.2021.9671564"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.artmed.2021.102009"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/ICDH52753.2021.00019"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-44041-1_59"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/BIBM52615.2021.9669569"},{"key":"ref40","first-page":"499","article-title":"Autoencoders","author":"Goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2020.3025594"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.7554\/eLife.58227"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1186\/s12967-021-02992-2"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3040245"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2020.3008025"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.aml.2020.106617"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3001973"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-022-04878-6"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3386252"},{"key":"ref50","first-page":"37","article-title":"Autoencoders, unsupervised learning, and deep architectures","volume-title":"ICML Workshop on UTL","author":"Baldi"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-5529-2_5"},{"key":"ref52","first-page":"4077","article-title":"Prototypical networks for few-shot learning","volume-title":"NIPS","author":"Snell"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btaa670"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1186\/s12859-021-04073-z"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.bspc.2021.102452"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2997311"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/s42770-020-00347-5"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/s10916-020-01597-4"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-021-82885-y"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.intimp.2020.106705"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.2196\/25535"},{"article-title":"Adam: a method for stochastic optimization","volume-title":"ICLR","author":"Kingma","key":"ref62"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-7687-1"}],"event":{"name":"2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","start":{"date-parts":[[2022,12,6]]},"location":"Las Vegas, NV, USA","end":{"date-parts":[[2022,12,8]]}},"container-title":["2022 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9994793\/9994847\/09995592.pdf?arnumber=9995592","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T12:46:46Z","timestamp":1706791606000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9995592\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,12,6]]},"references-count":63,"URL":"https:\/\/doi.org\/10.1109\/bibm55620.2022.9995592","relation":{},"subject":[],"published":{"date-parts":[[2022,12,6]]}}}