{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,14]],"date-time":"2026-07-14T04:46:01Z","timestamp":1784004361890,"version":"3.55.0"},"reference-count":22,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2013,6,28]],"date-time":"2013-06-28T00:00:00Z","timestamp":1372377600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Mach Learn"],"published-print":{"date-parts":[[2014,4]]},"DOI":"10.1007\/s10994-013-5376-1","type":"journal-article","created":{"date-parts":[[2013,6,27]],"date-time":"2013-06-27T16:24:47Z","timestamp":1372350287000},"page":"87-101","source":"Crossref","is-referenced-by-count":32,"title":["Detecting inappropriate access to electronic health records using collaborative filtering"],"prefix":"10.1007","volume":"95","author":[{"given":"Aditya Krishna","family":"Menon","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaoqian","family":"Jiang","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jihoon","family":"Kim","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jaideep","family":"Vaidya","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lucila","family":"Ohno-Machado","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2013,6,28]]},"reference":[{"issue":"4","key":"5376_CR1","doi-asserted-by":"crossref","first-page":"498","DOI":"10.1136\/amiajnl-2011-000217","volume":"18","author":"A. Boxwala","year":"2011","unstructured":"Boxwala, A., Kim, J., Grillo, J., & Ohno-Machado, L. (2011). Using statistical and machine learning to help institutions detect suspicious access to electronic health records. Journal of the American Medical Informatics Association, 18(4), 498\u2013505.","journal-title":"Journal of the American Medical Informatics Association"},{"key":"5376_CR2","doi-asserted-by":"crossref","first-page":"63","DOI":"10.1145\/1943513.1943524","volume-title":"Proceedings of the first ACM conference on data and application security and privacy","author":"Y. Chen","year":"2011","unstructured":"Chen, Y., & Malin, B. (2011). Detection of anomalous insiders in collaborative environments via relational analysis of access logs. In Proceedings of the first ACM conference on data and application security and privacy (pp. 63\u201374). New York: ACM."},{"key":"5376_CR3","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1145\/1143844.1143874","volume-title":"Proceedings of the 23rd international conference on Machine learning, ICML\u201906","author":"J. Davis","year":"2006","unstructured":"Davis, J., & Goadrich, M. (2006). The relationship between precision-recall and roc curves. In Proceedings of the 23rd international conference on Machine learning, ICML\u201906 (pp. 233\u2013240). New York: ACM. doi: 10.1145\/1143844.1143874"},{"issue":"1\/2","key":"5376_CR4","first-page":"12","volume":"32","author":"M. H. DeGroot","year":"1983","unstructured":"DeGroot, M. H., & Fienberg, S. E. (1983). The comparison and evaluation of forecasters. Journal of the Royal Statistical Society. Series D. The Statistician, 32(1\/2), 12\u201322. http:\/\/www.jstor.org\/stable\/2987588 .","journal-title":"Journal of the Royal Statistical Society. Series D. The Statistician"},{"issue":"1","key":"5376_CR5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.14778\/2047485.2047486","volume":"5","author":"D. Fabbri","year":"2011","unstructured":"Fabbri, D., & LeFevre, K. (2011). Explanation-based auditing. Proceedings of the VLDB Endowment, 5(1), 1\u201312.","journal-title":"Proceedings of the VLDB Endowment"},{"issue":"8","key":"5376_CR6","doi-asserted-by":"crossref","first-page":"861","DOI":"10.1016\/j.patrec.2005.10.010","volume":"27","author":"T. Fawcett","year":"2006","unstructured":"Fawcett, T. (2006). An introduction to roc analysis. Pattern Recognition Letters, 27(8), 861\u2013874. doi: 10.1016\/j.patrec.2005.10.010 .","journal-title":"Pattern Recognition Letters"},{"key":"5376_CR7","unstructured":"Guardian, T. (2010). Department of health & human services, breaches affecting 500 or more individuals. Available online: http:\/\/www.guardian.co.uk\/commentisfree\/henryporter\/2010\/mar\/02\/nhs-spine-database-opting-out ."},{"key":"5376_CR8","first-page":"466","volume-title":"NIPS\u201999","author":"T. Hofmann","year":"1999","unstructured":"Hofmann, T., Puzicha, J., & Jordan, M. I. (1999). Learning from dyadic data. In NIPS\u201999 (pp. 466\u2013472)."},{"issue":"12","key":"5376_CR9","doi-asserted-by":"crossref","first-page":"1410","DOI":"10.14778\/3402755.3402783","volume":"4","author":"R. Kaushik","year":"2011","unstructured":"Kaushik, R., & Ramamurthy, R. (2011). Whodunit: an auditing tool for detecting data breaches. Proceedings of the VLDB Endowment, 4(12), 1410\u20131413.","journal-title":"Proceedings of the VLDB Endowment"},{"key":"5376_CR10","first-page":"723","volume-title":"Proceedings of AMIA Annual Symposium","author":"J. Kim","year":"2011","unstructured":"Kim, J., Grillo, J., Boxwala, A., Jiang, X., Mandelbaum, R., Patel, B., Mikels, D., Vinterbo, S., & Ohno-Machado, L. (2011). Anomaly and signature filtering improve classifier performance for detection of suspicious access to EHRs. In Proceedings of AMIA Annual Symposium (Vol.\u00a02011, pp. 723\u2013731)."},{"issue":"8","key":"5376_CR11","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1109\/MC.2009.263","volume":"42","author":"Y. Koren","year":"2009","unstructured":"Koren, Y., Bell, R., & Volinsky, C. (2009). Matrix factorization techniques for recommender systems. Computer, 42(8), 30\u201337.","journal-title":"Computer"},{"key":"5376_CR12","first-page":"179","volume-title":"Proceedings of the fourteenth international conference on machine learning","author":"M. Kubat","year":"1997","unstructured":"Kubat, M., & Matwin, S. (1997). Addressing the curse of imbalanced training sets: one-sided selection. In Proceedings of the fourteenth international conference on machine learning (pp. 179\u2013186). San Mateo: Morgan Kaufmann."},{"issue":"2","key":"5376_CR13","doi-asserted-by":"crossref","first-page":"333","DOI":"10.1016\/j.jbi.2011.01.007","volume":"44","author":"B. Malin","year":"2011","unstructured":"Malin, B., Nyemba, S., & Paulett, J. (2011). Learning relational policies from electronic health record access logs. Journal of Biomedical Informatics, 44(2), 333\u2013342.","journal-title":"Journal of Biomedical Informatics"},{"key":"5376_CR14","first-page":"141","volume-title":"KDD\u201911","author":"A. K. Menon","year":"2011","unstructured":"Menon, A. K., Chitrapura, K. P., Garg, S., Agarwal, D., & Kota, N. (2011). Response prediction using collaborative filtering with hierarchies and side-information. In KDD\u201911 (pp. 141\u2013149). New York: ACM."},{"issue":"1","key":"5376_CR15","first-page":"41","volume":"26","author":"A. H. Murphy","year":"1977","unstructured":"Murphy, A. H., & Winkler, R. L. (1977). Reliability of subjective probability forecasts of precipitation and temperature. Journal of the Royal Statistical Society. Series C. Applied Statistics, 26(1), 41\u201347. http:\/\/www.jstor.org\/stable\/2346866 .","journal-title":"Journal of the Royal Statistical Society. Series C. Applied Statistics"},{"key":"5376_CR16","unstructured":"Office of Technology Assessment, United States Congress (1986) Federal government information technology: electronic record systems and individual privacy, ota-cit-296."},{"key":"5376_CR17","unstructured":"Ornstein, C. (2008). Fawcett\u2019s cancer file breached. Available online: http:\/\/articles.latimes.com\/2008\/apr\/03\/local\/me-farrah3 ."},{"key":"5376_CR18","unstructured":"Porter, H. (2010). Opting out of nhs spine. Available online: http:\/\/www.hhs.gov\/ocr\/privacy\/hipaa\/administrative\/breachnotificationrule\/breachtool.html ."},{"key":"5376_CR19","first-page":"69","volume-title":"CSEDU","author":"N. Thai-Nghe","year":"2011","unstructured":"Thai-Nghe, N., Drumond, L., Horv\u00e1th, T., Nanopoulos, A., & Schmidt-Thieme, L. (2011). Matrix and tensor factorization for predicting student performance. In CSEDU (Vol.\u00a01, pp. 69\u201378)."},{"issue":"1","key":"5376_CR20","doi-asserted-by":"crossref","first-page":"66","DOI":"10.1197\/jamia.M3241","volume":"17","author":"A. Wright","year":"2010","unstructured":"Wright, A., Soran, C., Jenter, C., Volk, L., Bates, D., & Simon, S. (2010). Physician attitudes toward health information exchange: results of a statewide survey. Journal of the American Medical Informatics Association, 17(1), 66\u201370.","journal-title":"Journal of the American Medical Informatics Association"},{"key":"5376_CR21","first-page":"537","volume-title":"WWW\u201911","author":"S. H. Yang","year":"2011","unstructured":"Yang, S. H., Long, B., Smola, A., Sadagopan, N., Zheng, Z., & Zha, H. (2011). Like like alike: joint friendship and interest propagation in social networks. In WWW\u201911 (pp. 537\u2013546)."},{"key":"5376_CR22","first-page":"858","volume-title":"Proceedings of AMIA annual symposium","author":"W. Zhang","year":"2011","unstructured":"Zhang, W., Gunter, C., Liebovitz, D., Tian, J., & Malin, B. (2011). Role prediction using electronic medical record system audits. In Proceedings of AMIA annual symposium (pp. 858\u2013867)."}],"container-title":["Machine Learning"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10994-013-5376-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10994-013-5376-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10994-013-5376-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,2,26]],"date-time":"2022-02-26T16:23:51Z","timestamp":1645892631000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10994-013-5376-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,6,28]]},"references-count":22,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2014,4]]}},"alternative-id":["5376"],"URL":"https:\/\/doi.org\/10.1007\/s10994-013-5376-1","relation":{},"ISSN":["0885-6125","1573-0565"],"issn-type":[{"value":"0885-6125","type":"print"},{"value":"1573-0565","type":"electronic"}],"subject":[],"published":{"date-parts":[[2013,6,28]]}}}