{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T22:08:32Z","timestamp":1725487712013},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540723929"},{"type":"electronic","value":"9783540723936"}],"license":[{"start":{"date-parts":[[2007,1,1]],"date-time":"2007-01-01T00:00:00Z","timestamp":1167609600000},"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":[[2007]]},"DOI":"10.1007\/978-3-540-72393-6_130","type":"book-chapter","created":{"date-parts":[[2007,7,16]],"date-time":"2007-07-16T18:44:16Z","timestamp":1184611456000},"page":"1097-1106","source":"Crossref","is-referenced-by-count":0,"title":["Detecting Biomarkers for Major Adverse Cardiac Events Using SVM with PLS Feature Selection and Extraction"],"prefix":"10.1007","author":[{"given":"Zheng","family":"Yin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaobo","family":"Zhou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Honghui","family":"Wang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Youxian","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Stephen T. C.","family":"Wong","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"130_CR1","doi-asserted-by":"publisher","first-page":"1595","DOI":"10.1056\/NEJMoa035003","volume":"349","author":"M.L. Brennan","year":"2003","unstructured":"Brennan, M.L., Penn, M.S., Lente, F.V., Nambi, V., Shishehbor, M.H., Aviles, R.J., Goormastic, M., Pepoy, M.L., McErlean, E.S., Topol, E.J., Nissen, S.E., Hazen, S.L.: Prognostic Value of Myeloperoxidase in Patients with Chest Pain. The New England J. Med.\u00a0349, 1595\u20131604 (2003)","journal-title":"The New England J. Med."},{"key":"130_CR2","doi-asserted-by":"crossref","unstructured":"Zhou, X., Wang, H., Wang, J., Hoehn, G., Azok, J., Brennan, M.L., Hazen, S.L., Li, K., Wong, S.T.C.: Biomarker Discovery for Risk Stratification of Cardiovascular Events Using an Improved Genetic Algorithm. In: Proc. 2006 IEEE\/NLM Int. Symposium on Life Science and Multimodality, Washington, D.C. (2006)","DOI":"10.1109\/LSSA.2006.250393"},{"key":"130_CR3","doi-asserted-by":"publisher","first-page":"1764","DOI":"10.1093\/bioinformatics\/bti254","volume":"21","author":"J.S. Morris","year":"2005","unstructured":"Morris, J.S., Coombes, K.R., Koomen, J., Baggerly, K.A., Kobayashi, R.: Feature Extraction and Quantification for Mass Spectrometry in Biomedical Applications Using the Mean Spectrum. Bioinformatics\u00a021, 1764\u20131775 (2005)","journal-title":"Bioinformatics"},{"key":"130_CR4","unstructured":"Tenenhaus, A., Giron, A., Saporta, G., Fertil, B.: Kernel Logistic PLS: A New Tool for Complex Classification. In: Proc. 2005 ASMDA Applied Stochastic models and Data Analysis, Brest, France (2005), \n                    \n                      http:\/\/asmda2005.enst-bretagne.fr\/IMG\/pdf\/proceedings\/441.pdf"},{"key":"130_CR5","unstructured":"Rosipal, R., Trejo, L.J., Matthews, B.: Kernel PLS-SVC for Linear and Nonlinear Classification. In: Proc. 2003 ICML the Twentieth Int. Conf. on Machine Learning, Washington, D.C. (2003), \n                    \n                      http:\/\/www.ofai.at\/~roman.rosipal\/Papers\/icml03.pdf"},{"key":"130_CR6","doi-asserted-by":"publisher","first-page":"1226","DOI":"10.1109\/TPAMI.2005.159","volume":"27","author":"H. Peng","year":"2005","unstructured":"Peng, H., Long, F., Ding, C.: Feature Selection Based on Mutual Information: Criteria of Max-Dependency, Max-Relevance, and Min-Redundancy. IEEE Trans. on Pattern Analysis and Machine Intelligence\u00a027, 1226\u20131238 (2005)","journal-title":"IEEE Trans. on Pattern Analysis and Machine Intelligence"},{"key":"130_CR7","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1093\/bioinformatics\/18.1.39","volume":"18","author":"D. Nguyen","year":"2002","unstructured":"Nguyen, D., Rocke, D.: Tumor Classification by Partial Least Squares using Microbaray Gene Expression Data. Bioinformatics\u00a018, 39\u201350 (2002)","journal-title":"Bioinformatics"},{"key":"130_CR8","volume-title":"Partial Least-Squares Regression-Method and Applications","author":"H. Wang","year":"1999","unstructured":"Wang, H.: Partial Least-Squares Regression-Method and Applications (in Chinese). National Defense Industry Press, Beijing (1999)"},{"key":"130_CR9","doi-asserted-by":"crossref","unstructured":"Boulesteix, A.-L.: PLS Dimension Reduction for Classification with Microarray Data. Statistical Applications in Genetics and Molecular Biology 3, Article 33, Epub (Nov. 23, 2004)","DOI":"10.2202\/1544-6115.1075"},{"key":"130_CR10","doi-asserted-by":"publisher","first-page":"71","DOI":"10.1214\/ss\/1056397487","volume":"18","author":"S. Dudoit","year":"2003","unstructured":"Dudoit, S., Shaffer, J.P., Boldrick, J.C.: Multiple Hypothesis Testing in Microarray Experiments. Statistical Science\u00a018, 71\u2013103 (2003)","journal-title":"Statistical Science"},{"key":"130_CR11","doi-asserted-by":"publisher","first-page":"559","DOI":"10.1089\/106652700750050943","volume":"7","author":"A. Ben-Dor","year":"2000","unstructured":"Ben-Dor, A., Bruhn, L., Friedman, N., Nachman, I., Schummer, M., Yakihini, Z.: Tissue Classification with Gene Expression Profiles. J. of Computational Biology\u00a07, 559\u2013584 (2000)","journal-title":"J. of Computational Biology"},{"key":"130_CR12","doi-asserted-by":"crossref","unstructured":"Bo, T.H., Jonassen, I.: New Feature Subset Selection Procedures for Classification of Expression Profiles. Genome Biology 3, R17 (2002)","DOI":"10.1186\/gb-2002-3-4-research0017"},{"key":"130_CR13","first-page":"520","volume-title":"Perspectives in Probability and Statistics, Papers in Honour of M.S. Bartlett","author":"S. Wold","year":"1975","unstructured":"Wold, S.: Soft Modeling by Latent Variables; the Nonlinear Iterative Partial Least Squares Approch. In: Gani, J. (ed.) Perspectives in Probability and Statistics, Papers in Honour of M.S. Bartlett, pp. 520\u2013540. Academic Press, London (1975)"},{"key":"130_CR14","first-page":"735","volume":"5","author":"S. Wold","year":"1984","unstructured":"Wold, S., Ruhe, H., Wold, H., Dunn III, W.J.: The Collinearity Problem in Linear Regression. The partial least squares (PLS) approach and Statistical Computations\u00a05, 735\u2013743 (1984)","journal-title":"The partial least squares (PLS) approach and Statistical Computations"},{"key":"130_CR15","volume-title":"The Nature of Statistical Learning Theory","author":"V.N. Vapnik","year":"1998","unstructured":"Vapnik, V.N.: The Nature of Statistical Learning Theory. Springer, New York (1998)"},{"issue":"10","key":"130_CR16","doi-asserted-by":"publisher","first-page":"961","DOI":"10.1631\/jzus.2005.B0961","volume":"6","author":"Y. Mao","year":"2005","unstructured":"Mao, Y., Zhou, X., Pi, D., Wong, S.T.C., Sun, Y.: Parameters Selection in Gene Selection Using Gaussian Kernel Support Vector Machines by Genetic Algorithm. J. of Zhejiang University SCIENCE B\u00a06(10), 961\u2013973 (2005)","journal-title":"J. of Zhejiang University SCIENCE B"}],"container-title":["Lecture Notes in Computer Science","Advances in Neural Networks \u2013 ISNN 2007"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-72393-6_130","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,21]],"date-time":"2019-05-21T23:53:53Z","timestamp":1558482833000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-72393-6_130"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007]]},"ISBN":["9783540723929","9783540723936"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-72393-6_130","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2007]]}}}