{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,8]],"date-time":"2026-02-08T23:23:03Z","timestamp":1770592983288,"version":"3.49.0"},"reference-count":20,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2018,8,7]],"date-time":"2018-08-07T00:00:00Z","timestamp":1533600000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2018,8,7]],"date-time":"2018-08-07T00:00:00Z","timestamp":1533600000000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/100000083","name":"Directorate for Computer and Information Science and Engineering","doi-asserted-by":"publisher","award":["14476570"],"award-info":[{"award-number":["14476570"]}],"id":[{"id":"10.13039\/100000083","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int J Data Sci Anal"],"published-print":{"date-parts":[[2019,11]]},"DOI":"10.1007\/s41060-018-0147-5","type":"journal-article","created":{"date-parts":[[2018,8,7]],"date-time":"2018-08-07T05:07:19Z","timestamp":1533618439000},"page":"385-403","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":13,"title":["Multi-domain and multi-view networks model for clustering hospital admissions from the emergency department"],"prefix":"10.1007","volume":"8","author":[{"given":"Nouf","family":"Albarakati","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zoran","family":"Obradovic","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,8,7]]},"reference":[{"key":"147_CR1","doi-asserted-by":"crossref","unstructured":"Albarakati, N., Obradovic, Z.: Disease-based clustering of hospital admission: disease network of hospital networks approach. In: The IEEE 29th International Symposium on Computer Based Medical Systems (CBMS). IEEE (2017)","DOI":"10.1109\/CBMS.2017.87"},{"key":"147_CR2","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1016\/j.jbi.2014.11.010","volume":"53","author":"S Belciug","year":"2015","unstructured":"Belciug, S., Gorunescu, F.: Improving hospital bed occupancy and resource utilization through queuing modeling and evolutionary computation. J. Biomed. Inform. 53, 261\u2013269 (2015)","journal-title":"J. Biomed. Inform."},{"issue":"3","key":"147_CR3","doi-asserted-by":"publisher","first-page":"539","DOI":"10.1542\/peds.2014-1278","volume":"134","author":"FT Bourgeois","year":"2014","unstructured":"Bourgeois, F.T., Monuteaux, M.C., Stack, A.M., Neuman, M.I.: Variation in emergency department admission rates in us children\u2019s hospitals. Pediatrics 134(3), 539\u2013545 (2014)","journal-title":"Pediatrics"},{"issue":"1","key":"147_CR4","doi-asserted-by":"publisher","first-page":"333","DOI":"10.1186\/1472-6963-13-333","volume":"13","author":"PL Delamater","year":"2013","unstructured":"Delamater, P.L., Shortridge, A.M., Messina, J.P.: Regional health care planning: a methodology to cluster facilities using community utilization patterns. BMC Health Serv. Res. 13(1), 333 (2013)","journal-title":"BMC Health Serv. Res."},{"key":"147_CR5","doi-asserted-by":"crossref","unstructured":"Glass, J., Ghalwash, M.F., Vukicevic, M., Obradovic, Z.: Extending the modelling capacity of Gaussian conditional random fields while learning faster. In: AAAI, pp. 1596\u20131602 (2016)","DOI":"10.1609\/aaai.v30i1.10301"},{"key":"147_CR6","unstructured":"Gligorijevic, V., Panagakis, Y., Zafeiriou, S.: Non-negative matrix factorizations for multiplex network analysis. arXiv:1612.00750 (2016)"},{"key":"147_CR7","first-page":"3","volume":"2","author":"P Groves","year":"2013","unstructured":"Groves, P., Kayyali, B., Knott, D., Van Kuiken, S.: The big data revolution in healthcare: accelerating value and innovation. McKinsey Q. 2, 3 (2013)","journal-title":"McKinsey Q."},{"issue":"9","key":"147_CR8","doi-asserted-by":"publisher","first-page":"1291","DOI":"10.1016\/j.ajem.2017.03.074","volume":"35","author":"Imad Khojah","year":"2017","unstructured":"Khojah, I., Li, S., Luo, Q., Davis, G., Galarraga, J.E., Granovsky, M., Litvak, O., Davis, S., Shesser, R., Pines, J.M.: The relative contribution of provider and ED-level factors to variation among the top 15 reasons for ED admission. Am. J. Emerg. Med. 35(9), 1291\u20131297 (2017). https:\/\/doi.org\/10.1016\/j.ajem.2017.03.074","journal-title":"The American Journal of Emergency Medicine"},{"issue":"3","key":"147_CR9","doi-asserted-by":"publisher","first-page":"203","DOI":"10.1093\/comnet\/cnu016","volume":"2","author":"M Kivel\u00e4","year":"2014","unstructured":"Kivel\u00e4, M., Arenas, A., Barthelemy, M., Gleeson, J.P., Moreno, Y., Porter, M.A.: Multilayer networks. J. Complex Netw. 2(3), 203\u2013271 (2014)","journal-title":"J. Complex Netw."},{"key":"147_CR10","doi-asserted-by":"publisher","first-page":"623","DOI":"10.1097\/00005650-198906000-00005","volume":"27","author":"LF McMahon Jr","year":"1989","unstructured":"McMahon Jr., L.F., Wolfe, R.A., Tedeschi, P.J.: Variation in hospital admissions among small areas: a comparison of Maine and Michigan. Med. Care 27, 623\u2013631 (1989)","journal-title":"Med. Care"},{"issue":"1","key":"147_CR11","doi-asserted-by":"publisher","first-page":"333","DOI":"10.1186\/1471-2105-15-333","volume":"15","author":"MA Moni","year":"2014","unstructured":"Moni, M.A., Li\u00f2, P.: Network-based analysis of comorbidities risk during an infection: SARS and HIV case studies. BMC Bioinform. 15(1), 333 (2014)","journal-title":"BMC Bioinform."},{"key":"147_CR12","doi-asserted-by":"crossref","unstructured":"Ni, J., Tong, H., Fan, W., Zhang, X.: Inside the atoms: ranking on a network of networks. In: Proceedings of the 20th SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1356\u20131365. ACM (2014)","DOI":"10.1145\/2623330.2623643"},{"key":"147_CR13","doi-asserted-by":"crossref","unstructured":"Ni, J., Tong, H., Fan, W., Zhang, X.: Flexible and robust multi-network clustering. In: Proceedings of the 21st SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 835\u2013844. ACM (2015)","DOI":"10.1145\/2783258.2783262"},{"issue":"4","key":"147_CR14","first-page":"53","volume":"5","author":"PJ Phillip","year":"1984","unstructured":"Phillip, P.J., Mullner, R., Andes, S.: Toward a better understanding of hospital occupancy rates. Health Care Financ. Rev. 5(4), 53 (1984)","journal-title":"Health Care Financ. Rev."},{"issue":"1","key":"147_CR15","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1186\/2047-2501-2-3","volume":"2","author":"W Raghupathi","year":"2014","unstructured":"Raghupathi, W., Raghupathi, V.: Big data analytics in healthcare: promise and potential. Health Inf. Sci. Syst. 2(1), 3 (2014)","journal-title":"Health Inf. Sci. Syst."},{"issue":"7202","key":"147_CR16","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1136\/bmj.319.7202.98","volume":"319","author":"FD Reid","year":"1999","unstructured":"Reid, F.D., Cook, D.G., Majeed, A.: Explaining variation in hospital admission rates between general practices: cross sectional study. BMJ 319(7202), 98\u2013103 (1999)","journal-title":"BMJ"},{"issue":"9","key":"147_CR17","doi-asserted-by":"publisher","first-page":"1655","DOI":"10.1377\/hlthaff.2013.1318","volume":"33","author":"AK Sabbatini","year":"2014","unstructured":"Sabbatini, A.K., Nallamothu, B.K., Kocher, K.E.: Reducing variation in hospital admissions from the emergency department for low-mortality conditions may produce savings. Health Aff. 33(9), 1655\u20131663 (2014)","journal-title":"Health Aff."},{"key":"147_CR18","unstructured":"Shay, P.D.: More ore than just hospitals: an examination of cluster components and configurations. Ph.D. dissertation, Health Services Organization and Research Department, Virginia Commonwealth University (2014)"},{"issue":"2","key":"147_CR19","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1016\/0038-0121(81)90048-3","volume":"15","author":"JW Thomas","year":"1981","unstructured":"Thomas, J.W., Griffith, J.R., Durance, P.: Defining hospital clusters and associated service communities in metropolitan areas. Socioecon. Plan. Sci. 15(2), 45\u201351 (1981)","journal-title":"Socioecon. Plan. Sci."},{"key":"147_CR20","doi-asserted-by":"publisher","first-page":"4212","DOI":"10.1038\/ncomms5212","volume":"5","author":"X Zhou","year":"2014","unstructured":"Zhou, X., Menche, J., Barab\u00e1si, A.L., Sharma, A.: Human symptoms-disease network. Nat. Commun. 5, 4212 (2014)","journal-title":"Nat. Commun."}],"container-title":["International Journal of Data Science and Analytics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s41060-018-0147-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s41060-018-0147-5\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s41060-018-0147-5.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,28]],"date-time":"2022-08-28T20:54:19Z","timestamp":1661720059000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s41060-018-0147-5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,8,7]]},"references-count":20,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2019,11]]}},"alternative-id":["147"],"URL":"https:\/\/doi.org\/10.1007\/s41060-018-0147-5","relation":{},"ISSN":["2364-415X","2364-4168"],"issn-type":[{"value":"2364-415X","type":"print"},{"value":"2364-4168","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,8,7]]},"assertion":[{"value":"6 October 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"26 July 2018","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"7 August 2018","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}