{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,28]],"date-time":"2026-05-28T01:09:58Z","timestamp":1779930598689,"version":"3.53.1"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2019,12,1]],"date-time":"2019-12-01T00:00:00Z","timestamp":1575158400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/OAPA.html"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61473263"],"award-info":[{"award-number":["61473263"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61573316"],"award-info":[{"award-number":["61573316"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61872123"],"award-info":[{"award-number":["61872123"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004731","name":"Natural Science Foundation of Zhejiang Province","doi-asserted-by":"publisher","award":["LY18F030023"],"award-info":[{"award-number":["LY18F030023"]}],"id":[{"id":"10.13039\/501100004731","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Ind. Inf."],"published-print":{"date-parts":[[2019,12]]},"DOI":"10.1109\/tii.2018.2870879","type":"journal-article","created":{"date-parts":[[2018,9,17]],"date-time":"2018-09-17T14:40:04Z","timestamp":1537195204000},"page":"6379-6388","source":"Crossref","is-referenced-by-count":18,"title":["Emergency Drug Procurement Planning Based on Big-Data Driven Morbidity Prediction"],"prefix":"10.1109","volume":"15","author":[{"given":"Qin","family":"Song","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6095-6325","authenticated-orcid":false,"given":"Yu-Jun","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yu-Jiao","family":"Huang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhi-Ge","family":"Xu","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9617-5953","authenticated-orcid":false,"given":"Wei-Guo","family":"Sheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jun","family":"Yang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2008.919004"},{"key":"ref38","first-page":"153","article-title":"Greedy layer-wise training of deep networks","volume":"19","author":"bengio","year":"0","journal-title":"Advances in neural information processing systems"},{"key":"ref33","author":"li","year":"2009","journal-title":"Mannual of Organic Pesticides and Intermediate Mass Spectrum"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-44887-X_106"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/89.279278"},{"key":"ref30","first-page":"3371","article-title":"Stacked denoising autoencoders: Learning useful representations in a deep network with a local denoising criterion","volume":"11","author":"vincent","year":"2010","journal-title":"J Mach Learn Res"},{"key":"ref37","first-page":"1096","author":"vincent","year":"0","journal-title":"Proc 25th Int Conf Mach Learn"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/0004-3702(89)90049-0"},{"key":"ref35","article-title":"Environmental endocrine disruptors: an overview of the analytical challenge","author":"keith","year":"0","journal-title":"Proc 13th Ann Waste Testing Quality Assurance Symp"},{"key":"ref34","author":"zhou","year":"2014","journal-title":"Heterocyclic Pesticides Herbicides"},{"key":"ref10","first-page":"113","article-title":"Demand forecasting for developing drug inventory control model in a university hospital","volume":"16","author":"sohn","year":"1983","journal-title":"Korean J Preventive Med"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2014.04.013"},{"key":"ref11","article-title":"Drug consumption prediction through temporal pattern matching","volume":"3","year":"0","journal-title":"Proc World Congr Eng"},{"key":"ref12","first-page":"84","article-title":"Drug demand combination predection based on neural networks","volume":"17","author":"gong","year":"2014","journal-title":"China Manag Infor"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2005.09.002"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/s10527-013-9331-z"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1378\/chest.122.5.1627"},{"key":"ref16","first-page":"223","article-title":"Prediction for incidence of hemorrhagic fever with renal syndrome with back propagation artificial neural network model","volume":"17","author":"wu","year":"2006","journal-title":"Chinese Journal of Vector Biology and Control"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.scitotenv.2007.10.058"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1504\/IJEWM.2009.026892"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/BMEI.2010.5639268"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1016\/j.ecolind.2017.06.037"},{"key":"ref4","first-page":"26","article-title":"Replicating Tamil Nadu's drug procurement model","volume":"47","author":"singh","year":"2012","journal-title":"Econ Political Weekly"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.11.018"},{"key":"ref3","first-page":"3114","article-title":"Common problems of hospital drugs procurement and its solutions","volume":"22","author":"shu","year":"2011","journal-title":"China Pharm"},{"key":"ref6","first-page":"65","article-title":"Mathematical model for the prediction of drug consumption. I. correlative analysis of consumption factors","volume":"18","author":"federmann","year":"1970","journal-title":"Ceskoslovenske Zdravotnictvi"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2014.10.008"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.sapharm.2015.07.007"},{"key":"ref8","first-page":"46","article-title":"A simple seasonal autoregressive model and its application in drug demand forecasting","volume":"14","author":"wang","year":"1997","journal-title":"China Health Stat"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1086\/589333"},{"key":"ref2","first-page":"1","article-title":"The distortionary effects of government procurement: Evidence from medicaid prescription drug purchasing","volume":"121","author":"duggan","year":"2006","journal-title":"Quart J Econ"},{"key":"ref9","first-page":"2229","article-title":"Research on the dynamic demand model of drugs","volume":"30","author":"hu","year":"2010","journal-title":"Chinese Journal of Pharmaceutical Analysis"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/0038-0121(82)90018-0"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2002.1004478"},{"key":"ref20","doi-asserted-by":"crossref","first-page":"515","DOI":"10.1109\/TITB.2012.2198317","article-title":"Guest editorial integrated healthcare information systems","volume":"16","author":"li","year":"2012","journal-title":"IEEE Trans Inf Technol Biomed"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1002\/0471264385.wei0219"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TEVC.2013.2281396"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2932707"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2007.4424749"},{"key":"ref21","doi-asserted-by":"crossref","first-page":"1578","DOI":"10.1109\/TII.2014.2306382","article-title":"Ubiquitous data accessing method in IoT-based information system for emergency medical services","volume":"10","author":"xu","year":"2014","journal-title":"IEEE Trans Ind Informat"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TFUZZ.2017.2738605"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2016.12.038"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2016.2609437"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0154515"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CEC.2015.7256974"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.imu.2016.01.002"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2018.02.015"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2017.2739340"}],"container-title":["IEEE Transactions on Industrial Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9424\/8924788\/08466910.pdf?arnumber=8466910","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:37:58Z","timestamp":1641987478000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8466910\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,12]]},"references-count":48,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tii.2018.2870879","relation":{},"ISSN":["1551-3203","1941-0050"],"issn-type":[{"value":"1551-3203","type":"print"},{"value":"1941-0050","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,12]]}}}