{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,12]],"date-time":"2025-09-12T19:14:28Z","timestamp":1757704468772},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540269724"},{"type":"electronic","value":"9783540316930"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2005]]},"DOI":"10.1007\/11508069_49","type":"book-chapter","created":{"date-parts":[[2010,9,26]],"date-time":"2010-09-26T18:30:58Z","timestamp":1285525858000},"page":"375-381","source":"Crossref","is-referenced-by-count":13,"title":["Predictive Vaccinology: Optimisation of Predictions Using Support Vector Machine Classifiers"],"prefix":"10.1007","author":[{"given":"Ivana","family":"Bozic","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guang Lan","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vladimir","family":"Brusic","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"49_CR1","doi-asserted-by":"publisher","first-page":"597","DOI":"10.1517\/14622416.5.6.597","volume":"5","author":"V. Brusic","year":"2004","unstructured":"Brusic, V., August, J.T.: The changing field of vaccine development in the genomics era. Pharmacogenomics\u00a05, 597\u2013600 (2004)","journal-title":"Pharmacogenomics"},{"key":"49_CR2","doi-asserted-by":"publisher","first-page":"261","DOI":"10.1016\/0167-5699(96)80542-1","volume":"17","author":"J. Sidney","year":"1996","unstructured":"Sidney, J., et al.: Practical, biochemical and evolutionary implications of the discovery of HLA class I supermotifs. Immunol. Today\u00a017, 261\u2013266 (1996)","journal-title":"Immunol. Today"},{"key":"49_CR3","doi-asserted-by":"publisher","first-page":"436","DOI":"10.1016\/j.ymeth.2004.06.006","volume":"34","author":"V. Brusic","year":"2004","unstructured":"Brusic, V., Bajic, V.B., Petrovsky, N.: Computational methods for prediction of T-cell epitopes- a framework for modelling, testing, and applications. Methods\u00a034, 436\u2013443 (2004)","journal-title":"Methods"},{"key":"49_CR4","doi-asserted-by":"publisher","first-page":"1978","DOI":"10.1093\/bioinformatics\/btg255","volume":"19","author":"Y. Zhao","year":"2003","unstructured":"Zhao, Y., et al.: Application of support vector machines for T-cell epitopes prediction. Bioinformatics\u00a019, 1978\u20131984 (2003)","journal-title":"Bioinformatics"},{"key":"49_CR5","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1186\/1471-2105-3-25","volume":"3","author":"P. Donnes","year":"2002","unstructured":"Donnes, P., Elofsson, A.: Prediction of MHC class I binding peptides, using SVMHC. BMC Bioinformatics\u00a03, 25 (2002)","journal-title":"BMC Bioinformatics"},{"key":"49_CR6","doi-asserted-by":"publisher","first-page":"280","DOI":"10.1046\/j.1440-1711.2002.01088.x","volume":"80","author":"V. Brusic","year":"2002","unstructured":"Brusic, V., et al.: Prediction of promiscuous peptides that bind HLA class I molecules. Immunol. Cell Biol.\u00a080, 280\u2013285 (2002)","journal-title":"Immunol. Cell Biol."},{"doi-asserted-by":"crossref","unstructured":"Zhang, G.L., et al.: Neural models for predicting viral vaccine targets. J. Bioinform. Comp. Biol. (in press)","key":"49_CR7","DOI":"10.1142\/S0219720005001466"},{"key":"49_CR8","doi-asserted-by":"publisher","first-page":"1285","DOI":"10.1126\/science.3287615","volume":"240","author":"J. Swets","year":"1988","unstructured":"Swets, J.: Measuring the accuracy of diagnostic systems. Science\u00a0240, 1285\u20131293 (1988)","journal-title":"Science"},{"key":"49_CR9","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-2440-0","volume-title":"The Nature of Statistical Learning Theory","author":"V.N. Vapnik","year":"1995","unstructured":"Vapnik, V.N.: The Nature of Statistical Learning Theory. Springer, Berlin (1995)"},{"key":"49_CR10","doi-asserted-by":"publisher","first-page":"368","DOI":"10.1093\/nar\/26.1.368","volume":"26","author":"V. Brusic","year":"1998","unstructured":"Brusic, V., et al.: MHCPEP, a database of MHC-binding peptides: update 1997. Nucleic Acids Res.\u00a026, 368\u2013371 (1998)","journal-title":"Nucleic Acids Res."},{"key":"49_CR11","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1007\/s002510050162","volume":"45","author":"G. Chelvanayagam","year":"1996","unstructured":"Chelvanayagam, G.: A roadmap for HLA-A, HLA-B and HLA-C peptide binding specificities. Immunogenetics\u00a045, 15\u201326 (1996)","journal-title":"Immunogenetics"},{"key":"49_CR12","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1023\/A:1009715923555","volume":"2","author":"C.J.C. Burges","year":"1998","unstructured":"Burges, C.J.C.: A Tutorial on Support Vector Machines for Pattern Recognition. Data Mining and Knowledge Discovery\u00a02, 121\u2013167 (1998)","journal-title":"Data Mining and Knowledge Discovery"},{"key":"49_CR13","volume-title":"Advances in Kernel Methods \u2014 Support Vector Learning","author":"T. Joachims","year":"1999","unstructured":"Joachims, T.: Making Large-Scale SVM Learning Practical. In: Advances in Kernel Methods \u2014 Support Vector Learning. MIT Press, Cambridge (1999)"},{"unstructured":"Wu, G., Chang, E.Y.: Adaptive feature-space conformal transformation for imbalanced-data learning. In: Proceedings of the 20th ICML, Washington, DC, pp. 816\u2013823 (2003)","key":"49_CR14"}],"container-title":["Lecture Notes in Computer Science","Intelligent Data Engineering and Automated Learning - IDEAL 2005"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11508069_49.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,27]],"date-time":"2021-04-27T06:44:36Z","timestamp":1619505876000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11508069_49"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005]]},"ISBN":["9783540269724","9783540316930"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/11508069_49","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2005]]}}}