{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T05:00:49Z","timestamp":1725512449074},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540684152"},{"type":"electronic","value":"9783540684169"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"DOI":"10.1007\/978-3-540-68416-9_19","type":"book-chapter","created":{"date-parts":[[2008,5,12]],"date-time":"2008-05-12T12:53:14Z","timestamp":1210596794000},"page":"238-251","source":"Crossref","is-referenced-by-count":1,"title":["Using Secondary Knowledge to Support Decision Tree Classification of Retrospective Clinical Data"],"prefix":"10.1007","author":[{"given":"Dympna","family":"O\u2019Sullivan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"William","family":"Elazmeh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Szymon","family":"Wilk","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ken","family":"Farion","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stan","family":"Matwin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wojtek","family":"Michalowski","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Morvarid","family":"Sehatkar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"19_CR1","volume-title":"Intuitive Biostatistics","author":"H. Motulsky","year":"1995","unstructured":"Motulsky, H.: Intuitive Biostatistics. Oxford University Press, New York (1995)"},{"key":"19_CR2","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1126\/science.130.3366.9","volume":"130","author":"R.S. Ledley","year":"1959","unstructured":"Ledley, R.S., Lusted, L.B.: Reasoning foundations of medical diagnosis. Science\u00a0130, 9\u201321 (1959)","journal-title":"Science"},{"issue":"12","key":"19_CR3","doi-asserted-by":"publisher","first-page":"1351","DOI":"10.1016\/j.compbiomed.2005.08.003","volume":"36","author":"I.M. Mullins","year":"2006","unstructured":"Mullins, I.M., Siadaty, M.S., Lyman, J., Scully, K., Garrett, C.T., Miller, W.G., Muller, R., Robson, B., Apte, C., Weiss, S., Rigoutsos, I., Platt, D., Cohen, S., Knaus, W.A.: Data mining and clinical data repositories: Insights from a 667,000 patient data set. Computers Biology and Medicine\u00a036(12), 1351\u20131377 (2006)","journal-title":"Computers Biology and Medicine"},{"key":"19_CR4","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"300","DOI":"10.1007\/3-540-44673-7_19","volume-title":"Machine Learning and Its Applications","author":"G.D. Magoulas","year":"2001","unstructured":"Magoulas, G.D., Prentza, A.: Machine learning in medical applications. In: Paliouras, G., Karkaletsis, V., Spyropoulos, C.D. (eds.) ACAI 1999. LNCS (LNAI), vol.\u00a02049, pp. 300\u2013307. Springer, Heidelberg (2001)"},{"issue":"1-2","key":"19_CR5","first-page":"1","volume":"26","author":"K.J. Cios","year":"2002","unstructured":"Cios, K.J., Moore, G.W.: Uniqueness of medical data mining. A. I. in medicine\u00a026(1-2), 1\u201324 (2002)","journal-title":"A. I. in medicine"},{"issue":"1","key":"19_CR6","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/S0933-3657(98)00062-1","volume":"16","author":"N. Lavrac","year":"1999","unstructured":"Lavrac, N.: Selected techniques for data mining in medicine. Artificial Intelligence in Medicine\u00a016(1), 3\u201323 (1999)","journal-title":"Artificial Intelligence in Medicine"},{"issue":"5","key":"19_CR7","doi-asserted-by":"publisher","first-page":"957","DOI":"10.1016\/S0091-6749(99)70075-8","volume":"104","author":"P. Lozano","year":"1999","unstructured":"Lozano, P., Sullivan, S., Smith, D., Weiss, K.: The economic burden of asthma in us children: estimates from the national medical expenditure survey. The Journal of allergy and clinical immunology\u00a0104(5), 957\u2013963 (1999)","journal-title":"The Journal of allergy and clinical immunology"},{"key":"19_CR8","doi-asserted-by":"publisher","first-page":"1355","DOI":"10.1378\/chest.98.6.1355","volume":"98","author":"E. Kerem","year":"1990","unstructured":"Kerem, E., Tibshirani, R., Canny, G., Bentur, L., Reisman, J., Schuh, S., Stein, R., Levison, H.: Predicting the need for hospitalization in children with acute asthma. Chest\u00a098, 1355\u20131361 (1990)","journal-title":"Chest"},{"issue":"4","key":"19_CR9","doi-asserted-by":"crossref","first-page":"1173","DOI":"10.1164\/ajrccm.157.4.9708124","volume":"157","author":"T.A. Lieu","year":"1998","unstructured":"Lieu, T.A., Quesenberry, C.P., Sorel, M.E., Mendoza, G.R., Leong, A.B.: Computer-based models to identify high-risk children with asthma. American Journal of Respiratory and Critical Care Medicine\u00a0157(4), 1173\u20131180 (1998)","journal-title":"American Journal of Respiratory and Critical Care Medicine"},{"key":"19_CR10","doi-asserted-by":"crossref","unstructured":"Sackett, D., Rosenberg, W., Muir Gray, J., Haynes, R., Richardson, W.: Evidence based medicine: what it is and what it isn\u2019t. British Medical Journal (1996)","DOI":"10.1136\/bmj.312.7023.71"},{"issue":"6","key":"19_CR11","doi-asserted-by":"publisher","first-page":"762","DOI":"10.1067\/mpd.2000.110121","volume":"137","author":"D.S. Chalut","year":"2000","unstructured":"Chalut, D.S., Ducharme, F.M., Davis, G.M.: The preschool respiratory assessment measure (pram): A responsive index of acute asthma severity. Pediatrics\u00a0137(6), 762\u2013768 (2000)","journal-title":"Pediatrics"},{"key":"19_CR12","unstructured":"Witten, I.H., Frank, E.: Data mining: Practical machine learning tools and techniques (2005)"},{"key":"19_CR13","unstructured":"Sox, H.C.J., Blatt, M.A., Higgins, M.C., Marton, K.I.: Medical Decision Making, Boston (1998)"},{"issue":"4","key":"19_CR14","doi-asserted-by":"crossref","first-page":"1173","DOI":"10.1164\/ajrccm.157.4.9708124","volume":"157","author":"D. Faraggi","year":"1998","unstructured":"Faraggi, D., Reiser, B.: Computer-based models to identify high-risk children with asthma. American Journal of Respiratory and Critical Care Medicine\u00a0157(4), 1173\u20131180 (1998)","journal-title":"American Journal of Respiratory and Critical Care Medicine"},{"key":"19_CR15","unstructured":"Provost, F., Fawcett, T.: Analysis and visualization of classifier performance: comparison under imprecise class and cost distributions. In: The Third International Conference on Knowledge Discovery and Data Mining, pp. 34\u201348 (1997)"},{"key":"19_CR16","unstructured":"Fawcett, T.: Roc graphs: Notes and practical considerations for data mining researchers, Technical Report HPL-2003-4, HP Labs (2003)"}],"container-title":["Lecture Notes in Computer Science","Mining Complex Data"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-68416-9_19.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,3]],"date-time":"2021-05-03T04:51:22Z","timestamp":1620017482000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-68416-9_19"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[null]]},"ISBN":["9783540684152","9783540684169"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-68416-9_19","relation":{},"subject":[]}}