{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T06:30:10Z","timestamp":1725517810069},"publisher-location":"Berlin, Heidelberg","reference-count":26,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540855668"},{"type":"electronic","value":"9783540855675"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2008]]},"DOI":"10.1007\/978-3-540-85567-5_69","type":"book-chapter","created":{"date-parts":[[2008,9,1]],"date-time":"2008-09-01T01:37:43Z","timestamp":1220233063000},"page":"556-563","source":"Crossref","is-referenced-by-count":6,"title":["SVD Based Feature Selection and Sample Classification of Proteomic Data"],"prefix":"10.1007","author":[{"given":"Annarita","family":"D\u2019Addabbo","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Massimo","family":"Papale","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Salvatore","family":"Di Paolo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simona","family":"Magaldi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roberto","family":"Colella","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Valentina","family":"d\u2019Onofrio","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Annamaria","family":"Di Palma","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Elena","family":"Ranieri","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Loreto","family":"Gesualdo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nicola","family":"Ancona","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"69_CR1","doi-asserted-by":"publisher","first-page":"531","DOI":"10.1126\/science.286.5439.531","volume":"286","author":"T.R. Golub","year":"1999","unstructured":"Golub, T.R., Slonim, D.K., et al.: Molecular Classification of Cancer: Class Discovery and Class Prediction by Gene Expression Monitoring. Science\u00a0286, 531\u2013537 (1999)","journal-title":"Science"},{"issue":"Suppl 4","key":"69_CR2","doi-asserted-by":"crossref","first-page":"S2","DOI":"10.1186\/1471-2105-6-S4-S2","volume":"6","author":"N. Ancona","year":"2005","unstructured":"Ancona, N., Maglietta, R., D\u2019Addabbo, A., et al.: Regularized Least Squares Cancer Classifiers from DNA microarray data. BMC-Bioinformatics\u00a06 (Suppl 4):S2 (2005)","journal-title":"BMC-Bioinformatics"},{"key":"69_CR3","doi-asserted-by":"publisher","first-page":"387","DOI":"10.1186\/1471-2105-7-387","volume":"7","author":"N. Ancona","year":"2006","unstructured":"Ancona, N., Maglietta, R., Piepoli, A.: D\u2019Addabbo, et al: On the statistical assessment of classifiers using DNA microarray data. BMC-Bioinformatics\u00a07, 387 (2006)","journal-title":"BMC-Bioinformatics"},{"issue":"1","key":"69_CR4","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1023\/A:1012487302797","volume":"46","author":"I. Guyon","year":"2002","unstructured":"Guyon, I., Weston, J., Barnhill, S., Vapnik, V.: Gene selection for cancer classification using support vector machines. Machine Learning\u00a046(1), 389\u2013422 (2002)","journal-title":"Machine Learning"},{"key":"69_CR5","doi-asserted-by":"publisher","first-page":"54","DOI":"10.1186\/1471-2105-4-54","volume":"4","author":"C. Furlanello","year":"2003","unstructured":"Furlanello, C., Serafini, M., et al.: Entropy-based gene ranking without selection bias for the predictive classification of microarray data. BMC Bioinf.\u00a04, 54\u201373 (2003)","journal-title":"BMC Bioinf."},{"issue":"3","key":"69_CR6","doi-asserted-by":"publisher","first-page":"449","DOI":"10.1093\/biostatistics\/4.3.449","volume":"4","author":"Y. Yasui","year":"2003","unstructured":"Yasui, Y., et al.: A data-analytic strategy for protein biomarker discovery: profiling of high-dimensional proteomic data for cancer detection. Biostatistics\u00a04(3), 449\u2013463 (2003)","journal-title":"Biostatistics"},{"issue":"20","key":"69_CR7","doi-asserted-by":"publisher","first-page":"11462","DOI":"10.1073\/pnas.201162998","volume":"98","author":"M. West","year":"2001","unstructured":"West, M., Blanchette, C.: Dressman, et al: Predicting the clinical status of human breast cancer by using gene expression profiles. PNAS\u00a098(20), 11462\u201311467 (2001)","journal-title":"PNAS"},{"key":"69_CR8","doi-asserted-by":"crossref","unstructured":"Mazzucco, G., et al.: Am. J. Kidney Dis., vol.\u00a039, p. 713 (2002)","DOI":"10.1053\/ajkd.2002.31988"},{"key":"69_CR9","doi-asserted-by":"publisher","first-page":"393","DOI":"10.1038\/nmeth0505-393","volume":"2","author":"S. Vorderwulbecke","year":"2005","unstructured":"Vorderwulbecke, S., Cleverley, S., et al.: Protein quantification by the SELDI-TOF-MS based ProteinChip System. Nature Methods\u00a02, 393\u2013395 (2005)","journal-title":"Nature Methods"},{"key":"69_CR10","doi-asserted-by":"crossref","unstructured":"Pisitkun, T., Shen, R.F., Knepper, A.: PNAS, vol.\u00a0101 (36), pp. 13368\u201313373 (2004)","DOI":"10.1073\/pnas.0403453101"},{"key":"69_CR11","doi-asserted-by":"crossref","unstructured":"Pisitkun, T., et al.: Molecular and Cellular Proteomics, vol.\u00a05(10), pp. 1760\u20131771 (2006)","DOI":"10.1074\/mcp.R600004-MCP200"},{"key":"69_CR12","doi-asserted-by":"crossref","unstructured":"Rindler, M.J., et al.: J. Biol. Chem., vol.\u00a0265(34), pp. 20784\u201320789 (1990)","DOI":"10.1016\/S0021-9258(17)45284-7"},{"key":"69_CR13","unstructured":"Fels, L.M., Bundschuh, I., Gwinner, W., et al.: Kidney Int. Suppl., vol.\u00a047, pp. S81\u2013S88 (1994)"},{"key":"69_CR14","doi-asserted-by":"crossref","unstructured":"Usuda, K., Kono, K., Dote, T., et al.: Arch Toxicol, vol.\u00a072, pp. 104\u2013109 (1998)","DOI":"10.1007\/s002040050475"},{"key":"69_CR15","doi-asserted-by":"crossref","unstructured":"Nortier, J.L., Deschodt-Lanckman, M.M., et al.: Kidney Int., vol.\u00a051, pp. 288\u2013293 (1997)","DOI":"10.1038\/ki.1997.35"},{"key":"69_CR16","unstructured":"Jungers, P., Hannedouche, T., et al.: Nephrol Dial Transplant, vol.\u00a010, pp. 1353\u20131360 (1995)"},{"key":"69_CR17","doi-asserted-by":"crossref","unstructured":"Donaldio, C., Tramonti, G., Lucchesi, A., et al.: Ren Fail, vol.\u00a020, pp. 319\u2013324 (1998)","DOI":"10.3109\/08860229809045117"},{"key":"69_CR18","doi-asserted-by":"crossref","unstructured":"Lynn, K.L., Marshall, R.D.: Clin Nephrol, vol.\u00a022, pp. 253\u2013257 (1984)","DOI":"10.1126\/science.253.5017.257"},{"key":"69_CR19","doi-asserted-by":"publisher","first-page":"6562","DOI":"10.1073\/pnas.102102699","volume":"99","author":"C. Ambroise","year":"2002","unstructured":"Ambroise, C., McLachlan, G.J.: Selection bias in gene extraction on the basis of microarray gene-expression data. PNAS\u00a099, 6562\u20136566 (2002)","journal-title":"PNAS"},{"key":"69_CR20","volume-title":"Matrix Computation","author":"G.H. Golub","year":"1996","unstructured":"Golub, G.H., Van Loan, C.F.: Matrix Computation. Johns Hopkins Univ. Press, Baltimore (1996)"},{"key":"69_CR21","doi-asserted-by":"publisher","first-page":"1157","DOI":"10.1162\/153244303322753616","volume":"3","author":"I. Guyon","year":"2003","unstructured":"Guyon, I., Elisseeff, A.: An introduction to Variable and Feature Selection. Journal of Machine Learning Research\u00a03, 1157\u20131182 (2003)","journal-title":"Journal of Machine Learning Research"},{"key":"69_CR22","volume-title":"Solutions of ill-posed problems","author":"A.N. Tikhonov","year":"1977","unstructured":"Tikhonov, A.N., Arsenin, V.Y.: Solutions of ill-posed problems. W. H. Winston, Washington DC (1977)"},{"key":"69_CR23","volume-title":"A Theory of Networks for Approximation and Learning","author":"T. Poggio","year":"1989","unstructured":"Poggio, T., Girosi, F.: A Theory of Networks for Approximation and Learning. A. I. Laboratory, MIT, Cambridge (1989) A.I. Memo No. 1140"},{"issue":"6","key":"69_CR24","doi-asserted-by":"publisher","first-page":"1455","DOI":"10.1162\/089976698300017269","volume":"10","author":"F. Girosi","year":"1998","unstructured":"Girosi, F.: An Equivalence Between Sparse Approximation And Support Vector Machines. Neural Comp.\u00a010(6), 1455\u20131480 (1998)","journal-title":"Neural Comp."},{"key":"69_CR25","doi-asserted-by":"publisher","first-page":"119","DOI":"10.1089\/106652703321825928","volume":"10","author":"S. Mukherjee","year":"2003","unstructured":"Mukherjee, S., Tamayo, P., Rogers, S., et al.: Estimating dataset size requirements for classifying dna microarray data. J. Comp. Biol.\u00a010, 119\u2013142 (2003)","journal-title":"J. Comp. Biol."},{"key":"69_CR26","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-2346-5","volume-title":"Permutation tests: a practical guide to resampling methods for testing hypothesis","author":"P. Good","year":"1994","unstructured":"Good, P.: Permutation tests: a practical guide to resampling methods for testing hypothesis. Springer, Heidelberg (1994)"}],"container-title":["Lecture Notes in Computer Science","Knowledge-Based Intelligent Information and Engineering Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-85567-5_69","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,9,15]],"date-time":"2021-09-15T21:27:51Z","timestamp":1631741271000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-85567-5_69"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2008]]},"ISBN":["9783540855668","9783540855675"],"references-count":26,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-85567-5_69","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2008]]}}}