{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T04:47:55Z","timestamp":1725857275984},"publisher-location":"Cham","reference-count":10,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319409726"},{"type":"electronic","value":"9783319409733"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-40973-3_29","type":"book-chapter","created":{"date-parts":[[2016,6,13]],"date-time":"2016-06-13T23:00:19Z","timestamp":1465858819000},"page":"288-295","source":"Crossref","is-referenced-by-count":2,"title":["Bigger Data Is Better for Molecular Diagnosis Tests Based on Decision Trees"],"prefix":"10.1007","author":[{"given":"Alexandru G.","family":"Floares","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"George A.","family":"Calin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Florin B.","family":"Manolache","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,6,14]]},"reference":[{"issue":"14","key":"29_CR1","doi-asserted-by":"crossref","first-page":"3097","DOI":"10.1093\/bioinformatics\/bti456","volume":"21","author":"SH Jung","year":"2005","unstructured":"Jung, S.H.: Sample size for FDR-control in microarray data analysis. Bioinformatics 21(14), 3097\u20133104 (2005)","journal-title":"Bioinformatics"},{"issue":"1","key":"29_CR2","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1080\/10543406.2010.500066","volume":"22","author":"SH Jung","year":"2012","unstructured":"Jung, S.H., Young, S.S.: Power and sample size calculation for microarray studies. J. Biopharm. Stat. 22(1), 30\u201342 (2012)","journal-title":"J. Biopharm. Stat."},{"issue":"1","key":"29_CR3","doi-asserted-by":"crossref","first-page":"157","DOI":"10.1093\/biostatistics\/kxh026","volume":"6","author":"SH Jung","year":"2005","unstructured":"Jung, S.H., Bang, H., Young, S.S.: Sample size calculation for multiple testing in microarray data analysis. Biostatistics 6(1), 157\u2013169 (2005)","journal-title":"Biostatistics"},{"issue":"6","key":"29_CR4","doi-asserted-by":"crossref","first-page":"e65380","DOI":"10.1371\/journal.pone.0065380","volume":"8","author":"C Stretch","year":"2013","unstructured":"Stretch, C., Khan, S., Asgarian, N., Eisner, R., Vaisipour, S., Damaraju, S., et al.: Effects of sample size on differential gene expression, rank order and prediction accuracy of a gene signature. PLoS ONE 8(6), e65380 (2013)","journal-title":"PLoS ONE"},{"key":"29_CR5","doi-asserted-by":"crossref","first-page":"15524","DOI":"10.1073\/pnas.242606799","volume":"99","author":"GA Calin","year":"2002","unstructured":"Calin, G.A., Dumitru, C.D., Shimizu, M., Bichi, R., Zupo, S., Noch, E., Aldler, H., Rattan, S., Keating, M., Rai, K., et al.: Frequent deletions and down-regulation of microRNA genes mir15 and mir16 at 13q14 in chronic lymphocytic leukemia. Proc. Natl. Acad. Sci. USA 99, 15524\u201315529 (2002)","journal-title":"Proc. Natl. Acad. Sci. USA"},{"key":"29_CR6","volume-title":"C4.5: Programs for Machine Learning","author":"JR Quinlan","year":"1993","unstructured":"Quinlan, J.R.: C4.5: Programs for Machine Learning. Kluwer Academic Publishers, Boston (1993)"},{"key":"29_CR7","volume-title":"Classification and Regression Trees","author":"L Breiman","year":"1984","unstructured":"Breiman, L., Friedman, J.H., Olshen, R.A., Stone, C.J.: Classification and Regression Trees. CRC Press, New York (1984)"},{"key":"29_CR8","doi-asserted-by":"crossref","unstructured":"Floares, A.G., Birlutiu, A.: Decision tree models for developing molecular classifiers for cancer diagnosis. In: Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), pp. 1\u20137 (2012)","DOI":"10.1109\/IJCNN.2012.6252781"},{"key":"29_CR9","doi-asserted-by":"crossref","DOI":"10.7551\/mitpress\/8291.001.0001","volume-title":"Boosting: Foundations and Algorithms","author":"RE Schapire","year":"2012","unstructured":"Schapire, R.E., Freund, Y.: Boosting: Foundations and Algorithms. MIT press, Cambridge (2012)"},{"key":"29_CR10","doi-asserted-by":"crossref","first-page":"5","DOI":"10.1023\/A:1010933404324","volume":"45","author":"L Breiman","year":"2001","unstructured":"Breiman, L.: Random forests. Mach. Learn. 45, 5\u201332 (2001)","journal-title":"Mach. Learn."}],"container-title":["Lecture Notes in Computer Science","Data Mining and Big Data"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-40973-3_29","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,1]],"date-time":"2022-07-01T17:23:36Z","timestamp":1656696216000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-40973-3_29"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319409726","9783319409733"],"references-count":10,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-40973-3_29","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}