{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T20:54:33Z","timestamp":1743022473790,"version":"3.40.3"},"publisher-location":"Berlin, Heidelberg","reference-count":8,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642384561"},{"type":"electronic","value":"9783642384578"}],"license":[{"start":{"date-parts":[[2013,1,1]],"date-time":"2013-01-01T00:00:00Z","timestamp":1356998400000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2013]]},"DOI":"10.1007\/978-3-642-38457-8_34","type":"book-chapter","created":{"date-parts":[[2013,5,6]],"date-time":"2013-05-06T20:57:34Z","timestamp":1367873854000},"page":"328-333","source":"Crossref","is-referenced-by-count":0,"title":["Learning Disease Patterns from High-Throughput Genomic Profiles: Why Is It So Challenging?"],"prefix":"10.1007","author":[{"given":"Mohsen","family":"Hajiloo","sequence":"first","affiliation":[]}],"member":"297","reference":[{"key":"34_CR1","doi-asserted-by":"publisher","first-page":"286","DOI":"10.1126\/science.1084564","volume":"300","author":"F.S. Collins","year":"2003","unstructured":"Collins, F.S., Morgan, M., Patrinos, A.: The human genome project: Lessons from large-scale biology. Science\u00a0300, 286\u2013290 (2003)","journal-title":"Science"},{"key":"34_CR2","doi-asserted-by":"publisher","DOI":"10.1017\/CBO9780511543555","volume-title":"Genes and Common Diseases","author":"A. Wright","year":"2007","unstructured":"Wright, A., Hastie, N.: Genes and Common Diseases. Cambridge University Press, New York (2007)"},{"key":"34_CR3","doi-asserted-by":"publisher","DOI":"10.1007\/978-0-387-84858-7","volume-title":"The elements of statistical learning: Data mining, inference, and prediction","author":"T. Hastie","year":"2009","unstructured":"Hastie, T., Tibshirani, R., Friedman, J.: The elements of statistical learning: Data mining, inference, and prediction, 2nd edn. Springer, New York (2009)","edition":"2"},{"key":"34_CR4","unstructured":"Hajiloo, M., Damavandi, B., Hooshsadat, M., Sangi, F., Cass, C.E., Mackey, J., Greiner, R., Damaraju, S.: Using genome wide single nucleotide polymorphism data to learn a model for breast cancer prediction. BMC Bioinformatics (in press)"},{"issue":"1","key":"34_CR5","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1186\/1471-2105-14-61","volume":"14","author":"M. Hajiloo","year":"2013","unstructured":"Hajiloo, M., Sapkota, Y., Mackey, J.R., Robson, P., Greiner, R., Damaraju, S.: ETHNOPRED: A novel machine learning method for accurate continental and sub-continental ancestry identification and population stratification correction. BMC Bioinformatics\u00a014(1), 61 (2013)","journal-title":"BMC Bioinformatics"},{"key":"34_CR6","doi-asserted-by":"publisher","first-page":"1134","DOI":"10.1145\/1968.1972","volume":"27","author":"L.G. Valiant","year":"1984","unstructured":"Valiant, L.G.: A theory of learnable. Communications of the ACM\u00a027, 1134\u20131142 (1984)","journal-title":"Communications of the ACM"},{"issue":"2","key":"34_CR7","doi-asserted-by":"publisher","first-page":"264","DOI":"10.1137\/1116025","volume":"16","author":"V. Vapnik","year":"1971","unstructured":"Vapnik, V., Chervonenkis, A.: On the uniform convergence of relative frequencies of events to their probabilities. Theory of Probability and its Applications\u00a016(2), 264\u2013280 (1971)","journal-title":"Theory of Probability and its Applications"},{"issue":"2","key":"34_CR8","doi-asserted-by":"publisher","first-page":"6","DOI":"10.1186\/jbiol67","volume":"7","author":"F. Bertucci","year":"2008","unstructured":"Bertucci, F., Birnbaum, D.: Reasons for breast cancer heterogeneity. Journal of Biology\u00a07(2), 6 (2008)","journal-title":"Journal of Biology"}],"container-title":["Lecture Notes in Computer Science","Advances in Artificial Intelligence"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-38457-8_34","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,19]],"date-time":"2019-05-19T21:43:10Z","timestamp":1558302190000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-38457-8_34"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013]]},"ISBN":["9783642384561","9783642384578"],"references-count":8,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-38457-8_34","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2013]]}}}