{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,6]],"date-time":"2024-09-06T05:57:52Z","timestamp":1725602272133},"publisher-location":"Berlin, Heidelberg","reference-count":16,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642238772"},{"type":"electronic","value":"9783642238789"}],"license":[{"start":{"date-parts":[[2011,1,1]],"date-time":"2011-01-01T00:00:00Z","timestamp":1293840000000},"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":[[2011]]},"DOI":"10.1007\/978-3-642-23878-9_28","type":"book-chapter","created":{"date-parts":[[2011,8,24]],"date-time":"2011-08-24T03:54:01Z","timestamp":1314158041000},"page":"228-235","source":"Crossref","is-referenced-by-count":2,"title":["A Hybrid Model to Favor the Selection of High Quality Features in High Dimensional Domains"],"prefix":"10.1007","author":[{"given":"Laura Maria","family":"Cannas","sequence":"first","affiliation":[]},{"given":"Nicoletta","family":"Dess\u00ec","sequence":"additional","affiliation":[]},{"given":"Barbara","family":"Pes","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"issue":"19","key":"28_CR1","doi-asserted-by":"publisher","first-page":"2507","DOI":"10.1093\/bioinformatics\/btm344","volume":"23","author":"Y. Saeys","year":"2007","unstructured":"Saeys, Y., Inza, I., Larranaga, P.: A review of feature selection techniques in bioinformatics. Bioinformatics\u00a023(19), 2507\u20132517 (2007)","journal-title":"Bioinformatics"},{"key":"28_CR2","doi-asserted-by":"publisher","first-page":"1131","DOI":"10.1093\/bioinformatics\/17.12.1131","volume":"17","author":"L. Li","year":"2001","unstructured":"Li, L., Weinberg, C.R., Darden, T.A., Pedersen, L.G.: Gene selection for sample classification based on gene expression data: study of sensitivity to choice of parameters of the GA\/KNN method. Bioinformatics\u00a017, 1131\u20131142 (2001)","journal-title":"Bioinformatics"},{"issue":"2003","key":"28_CR3","first-page":"111","volume":"72","author":"A.R. Reddy","year":"2003","unstructured":"Reddy, A.R., Deb, K.: Classification of two-class cancer data reliably using evolutionary algorithms. BioSystems\u00a072(2003), 111\u2013129 (2003)","journal-title":"BioSystems"},{"key":"28_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"34","DOI":"10.1007\/11732242_4","volume-title":"Applications of Evolutionary Computing","author":"E.B. Huerta","year":"2006","unstructured":"Huerta, E.B., Duval, B., Hao, J.K.: A hybrid GA\/SVM approach for gene selection and classification of microarray data. In: Rothlauf, F., Branke, J., Cagnoni, S., Costa, E., Cotta, C., Drechsler, R., Lutton, E., Machado, P., Moore, J.H., Romero, J., Smith, G.D., Squillero, G., Takagi, H. (eds.) EvoWorkshops 2006. LNCS, vol.\u00a03907, pp. 34\u201344. Springer, Heidelberg (2006)"},{"key":"28_CR5","doi-asserted-by":"crossref","unstructured":"Dess\u00ec, N., Pes, B.: An Evolutionary Method for Combining Different Feature Selection Criteria in Microarray Data Classification. Journal of Artificial Evolution and Applications. Article ID 803973\u00a0(2009)","DOI":"10.1155\/2009\/803973"},{"key":"28_CR6","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1016\/S0031-3203(99)00041-2","volume":"33","author":"M. Kudo","year":"2000","unstructured":"Kudo, M., Sklansky, J.: Comparison of algorithms that select features for pattern classifiers. Pattern Recognition\u00a033, 25\u201341 (2000)","journal-title":"Pattern Recognition"},{"issue":"1","key":"28_CR7","doi-asserted-by":"publisher","first-page":"108","DOI":"10.1109\/TCBB.2008.46","volume":"7","author":"Y. Leung","year":"2010","unstructured":"Leung, Y., Hung, Y.: A multiple-filter-multiple-wrapper approach to gene selection and microarray data classification. IEEE\/ACM Transaction on Computational Biology and Bioinformatics\u00a07(1), 108\u2013117 (2010)","journal-title":"IEEE\/ACM Transaction on Computational Biology and Bioinformatics"},{"key":"28_CR8","doi-asserted-by":"publisher","first-page":"6745","DOI":"10.1073\/pnas.96.12.6745","volume":"96","author":"U. Alon","year":"1999","unstructured":"Alon, U., Barkai, N., Notterman, D., Gish, K., Ybarra, S., Mack, D., Levine, A.: Broad Patterns of Gene Expression Revealed by Clustering Analysis of Tumor and Normal Colon Tissues Probed by Oligonucleotide Arrays. PNAS\u00a096, 6745\u20136750 (1999)","journal-title":"PNAS"},{"key":"28_CR9","volume-title":"Statistical Learning Theory","author":"V.N. Vapnik","year":"1998","unstructured":"Vapnik, V.N.: Statistical Learning Theory. Wiley Interscience, Hoboken (1998)"},{"key":"28_CR10","series-title":"AICT","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1007\/978-3-642-16327-2_36","volume-title":"Intelligent Information Processing V","author":"L.M. Cannas","year":"2010","unstructured":"Cannas, L.M., Dess\u00ec, N., Pes, B.: A filter-based evolutionary approach for selecting features in high-dimensional micro-array data. In: Shi, Z., Vadera, S., Aamodt, A., Leake, D. (eds.) IIP 2010. AICT, vol.\u00a0340, pp. 297\u2013307. Springer, Heidelberg (2010)"},{"key":"28_CR11","unstructured":"Cannas, L.M., Dess\u00ec, N., Pes, B.: Tuning evolutionary algorithms in high dimensional classification problems. In: SEBD 2010, Rimini, Italy, pp. 142\u2013149 (2010)"},{"key":"28_CR12","doi-asserted-by":"crossref","unstructured":"Hall, M., et al.: The WEKA data mining software: an update. SIGKDD Explorations\u00a011(1) (2009)","DOI":"10.1145\/1656274.1656278"},{"key":"28_CR13","doi-asserted-by":"publisher","first-page":"319","DOI":"10.1186\/1471-2105-9-319","volume":"9","author":"A. Statnikov","year":"2008","unstructured":"Statnikov, A., Wang, L., Aliferis, C.F.: A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification. BMC Bioinformatics\u00a09, 319 (2008)","journal-title":"BMC Bioinformatics"},{"issue":"8","key":"28_CR14","doi-asserted-by":"publisher","first-page":"1530","DOI":"10.1093\/bioinformatics\/bti192","volume":"21","author":"Y. Wang","year":"2005","unstructured":"Wang, Y., Makedon, F., Ford, J.C., Pearlman, J.D.: Hykgene: a hybrid approach for selecting marker genes for phenotype classification using microarray gene expression data. Bioinformatics\u00a021(8), 1530\u20131537 (2005)","journal-title":"Bioinformatics"},{"issue":"2","key":"28_CR15","doi-asserted-by":"publisher","first-page":"358","DOI":"10.1016\/S0014-5793(03)01275-4","volume":"555","author":"S. Peng","year":"2003","unstructured":"Peng, S., Xu, Q., Ling, X.B., Peng, X., Du, W., Chen, L.: Molecular classification of cancer types from microarray data using the combination of genetic algorithms and support vector machines. FEBS Letters\u00a0555(2), 358\u2013362 (2003)","journal-title":"FEBS Letters"},{"key":"28_CR16","doi-asserted-by":"crossref","unstructured":"Yu, L., Liu, H.: Redundancy Based Feature Selection for Microarray Data. In: 10th ACM SIGKDD Int\u2019l Conf. Knowledge Discovery and Data Mining (KDD 2004), pp. 737\u2013742 (2004)","DOI":"10.1145\/1014052.1014149"}],"container-title":["Lecture Notes in Computer Science","Intelligent Data Engineering and Automated Learning - IDEAL 2011"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-23878-9_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,14]],"date-time":"2019-06-14T05:41:41Z","timestamp":1560490901000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-23878-9_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2011]]},"ISBN":["9783642238772","9783642238789"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-23878-9_28","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2011]]}}}