{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T20:06:20Z","timestamp":1725566780507},"publisher-location":"Berlin, Heidelberg","reference-count":18,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540296744"},{"type":"electronic","value":"9783540316589"}],"license":[{"start":{"date-parts":[[2005,1,1]],"date-time":"2005-01-01T00:00:00Z","timestamp":1104537600000},"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":[[2005]]},"DOI":"10.1007\/11573067_37","type":"book-chapter","created":{"date-parts":[[2005,10,21]],"date-time":"2005-10-21T06:38:36Z","timestamp":1129876716000},"page":"367-378","source":"Crossref","is-referenced-by-count":5,"title":["Relevance, Redundancy and Differential Prioritization in Feature Selection for Multiclass Gene Expression Data"],"prefix":"10.1007","author":[{"given":"Chia Huey","family":"Ooi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Madhu","family":"Chetty","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shyh Wei","family":"Teng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"37_CR1","doi-asserted-by":"publisher","first-page":"2429","DOI":"10.1093\/bioinformatics\/bth267","volume":"20","author":"T. Li","year":"2004","unstructured":"Li, T., Zhang, C., Ogihara, M.: A comparative study of feature selection and multiclass classification methods for tissue classification based on gene expression. Bioinformatics\u00a020, 2429\u20132437 (2004)","journal-title":"Bioinformatics"},{"key":"37_CR2","doi-asserted-by":"publisher","first-page":"15149","DOI":"10.1073\/pnas.211566398","volume":"98","author":"S. Ramaswamy","year":"2001","unstructured":"Ramaswamy, S., Tamayo, P., Rifkin, R., Mukherjee, S., Yeang, C.H., Angelo, M., Ladd, C., Reich, M., Latulippe, E., Mesirov, J.P., Poggio, T., Gerald, W., Loda, M., Lander, E.S., Golub, T.R.: Multi-class cancer diagnosis using tumor gene expression signatures. Proc. Natl. Acad. Sci.\u00a098, 15149\u201315154 (2001)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"37_CR3","unstructured":"Chai, H., Domeniconi, C.: An Evaluation of Gene Selection Methods for Multi-class Microarray Data Classification. In: Proc. 2nd European Workshop on Data Mining and Text Mining in Bioinformatics, pp. 3\u201310 (2004)"},{"key":"37_CR4","first-page":"523","volume-title":"Proc. 2nd IEEE Computational Systems Bioinformatics Conference","author":"C. Ding","year":"2003","unstructured":"Ding, C., Peng, H.: Minimum Redundancy Feature Selection from Microarray Gene Expression Data. In: Proc. 2nd IEEE Computational Systems Bioinformatics Conference, pp. 523\u2013529. IEEE Computer Society, Los Alamitos (2003)"},{"key":"37_CR5","doi-asserted-by":"publisher","first-page":"685","DOI":"10.1145\/956750.956840","volume-title":"Proc. 9th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining","author":"L. Yu","year":"2003","unstructured":"Yu, L., Liu, H.: Efficiently Handling Feature Redundancy in High-Dimensional Data. In: Domingos, P., Faloutsos, C., Senator, T., Kargupta, H., Getoor, L. (eds.) Proc. 9th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 685\u2013690. ACM Press, New York (2003)"},{"key":"37_CR6","first-page":"181","volume-title":"Proc. 21st Australasian Computer Science Conference","author":"M.A. Hall","year":"1998","unstructured":"Hall, M.A., Smith, L.A.: Practical feature subset selection for machine learning. In: McDonald, C. (ed.) Proc. 21st Australasian Computer Science Conference, pp. 181\u2013191. Springer, Singapore (1998)"},{"key":"37_CR7","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":"37_CR8","unstructured":"Knijnenburg, T.A.: Selecting relevant and non-redundant features in microarray classification applications. M.Sc. Thesis. Delft University of Technology (2004), \n                    \n                      http:\/\/ict.ewi.tudelft.nl\/pub\/marcel\/Knij05b.pdf"},{"key":"37_CR9","first-page":"197","volume-title":"Proc. International Conference on Bioinformatics and its Applications (ICBA 2004)","author":"C.H. Ooi","year":"2004","unstructured":"Ooi, C.H., Chetty, M., Gondal, I.: The role of feature redundancy in tumor classification. In: He, M., Narasimhan, G., Petoukhov, S. (eds.) Proc. International Conference on Bioinformatics and its Applications (ICBA 2004), pp. 197\u2013208. World Scientific Publishing, Singapore (2004)"},{"key":"37_CR10","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1198\/016214502753479248","volume":"97","author":"S. Dudoit","year":"2002","unstructured":"Dudoit, S., Fridlyand, J., Speed, T.: Comparison of discrimination methods for the classification of tumors using gene expression data. JASA\u00a097, 77\u201387 (2002)","journal-title":"JASA"},{"key":"37_CR11","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. Proc. Natl. Acad. Sci.\u00a099, 6562\u20136566 (2002)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"37_CR12","first-page":"108","volume-title":"Proc. of the 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia","author":"C. Ferri","year":"2003","unstructured":"Ferri, C., Hern\u00e1ndez-Orallo, J., Salido, M.A.: Volume under the ROC Surface for Multiclass Problems. In: Lavrac, N., Gamberger, D., Todorovski, L., Blockeel, H. (eds.) Proc. of the 14th European Conference on Machine Learning, Cavtat-Dubrovnik, Croatia, pp. 108\u2013120. Springer, Heidelberg (2003)"},{"issue":"3","key":"37_CR13","doi-asserted-by":"publisher","first-page":"227","DOI":"10.1038\/73432","volume":"24","author":"D.T. Ross","year":"2000","unstructured":"Ross, D.T., Scherf, U., Eisen, M.B., Perou, C.M., Spellman, P., Iyer, V., Jeffrey, S.S., Van de Rijn, M., Waltham, M., Pergamenschikov, A., Lee, J.C.F., Lashkari, D., Shalon, D., Myers, T.G., Weinstein, J.N., Botstein, D., Brown, P.O.: Systematic variation in gene expression patterns in human cancer cell lines. Nature Genetics\u00a024(3), 227\u2013234 (2000)","journal-title":"Nature Genetics"},{"key":"37_CR14","doi-asserted-by":"publisher","first-page":"13790","DOI":"10.1073\/pnas.191502998","volume":"98","author":"A. Bhattacharjee","year":"2001","unstructured":"Bhattacharjee, A., Richards, W.G., Staunton, J., Li, C., Monti, S., Vasa, P., Ladd, C., Beheshti, J., Bueno, R., Gillette, M., Loda, M., Weber, G., Mark, E.J., Lander, E.S., Wong, W., Johnson, B.E., Golub, T.R., Sugarbaker, D.J., Meyerson, M.: Classification of Human Lung Carcinomas by mRNA Expression Profiling Reveals Distinct Adenocarcinoma Subclasses. Proc. Natl. Acad. Sci.\u00a098, 13790\u201313795 (2001)","journal-title":"Proc. Natl. Acad. Sci."},{"key":"37_CR15","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1038\/ng765","volume":"30","author":"S.A. Armstrong","year":"2002","unstructured":"Armstrong, S.A., Staunton, J.E., Silverman, L.B., Pieters, R., den Boer, M.L., Minden, M.D., Sallan, S.E., Lander, E.S., Golub, T.R., Korsmeyer, S.J.: MLL translocations specify a distinct gene expression profile that distinguishes a unique leukemia. Nature Genetics\u00a030, 41\u201347 (2002)","journal-title":"Nature Genetics"},{"key":"37_CR16","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., Tamayo, P., Huard, C., Gaasenbeek, M., Mesirov, J.P., Coller, H., Loh, M.L., Downing, J.R., Caligiuri, M.A., Bloomfield, C.D., Lander, E.S.: Molecular Classification of Cancer: Class Discovery and Class Prediction by Gene Expression Monitoring. Science\u00a0286, 531\u2013537 (1999)","journal-title":"Science"},{"key":"37_CR17","first-page":"547","volume":"12","author":"J.C. Platt","year":"2000","unstructured":"Platt, J.C., Cristianini, N., Shawe-Taylor, J.: Large Margin DAGs for Multiclass Classification. Advances in Neural Information Processing Systems\u00a012, 547\u2013553 (2000)","journal-title":"Advances in Neural Information Processing Systems"},{"key":"37_CR18","doi-asserted-by":"publisher","first-page":"3544","DOI":"10.1093\/bioinformatics\/bth441","volume":"20","author":"R. Linder","year":"2004","unstructured":"Linder, R., Dew, D., Sudhoff, H., Theegarten, D., Remberger, K., Poppl, S.J., Wagner, M.: The subsequent artificial neural network\u2019 (SANN) approach might bring more classificatory power to ANN-based DNA microarray analyses. Bioinformatics\u00a020, 3544\u20133552 (2004)","journal-title":"Bioinformatics"}],"container-title":["Lecture Notes in Computer Science","Biological and Medical Data Analysis"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/11573067_37","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,19]],"date-time":"2019-05-19T18:51:16Z","timestamp":1558291876000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/11573067_37"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2005]]},"ISBN":["9783540296744","9783540316589"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/11573067_37","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2005]]}}}