{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,7]],"date-time":"2025-11-07T08:55:01Z","timestamp":1762505701635},"publisher-location":"Berlin, Heidelberg","reference-count":18,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642130328"},{"type":"electronic","value":"9783642130335"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2010]]},"DOI":"10.1007\/978-3-642-13033-5_7","type":"book-chapter","created":{"date-parts":[[2011,1,21]],"date-time":"2011-01-21T19:57:08Z","timestamp":1295639828000},"page":"62-71","source":"Crossref","is-referenced-by-count":6,"title":["The Fuzzy Gene Filter: An Adaptive Fuzzy Inference System for Expression Array Feature Selection"],"prefix":"10.1007","author":[{"given":"Meir","family":"Perez","sequence":"first","affiliation":[]},{"given":"David M.","family":"Rubin","sequence":"additional","affiliation":[]},{"given":"Tshilidzi","family":"Marwala","sequence":"additional","affiliation":[]},{"given":"Lesley E.","family":"Scott","sequence":"additional","affiliation":[]},{"given":"Jonathan","family":"Featherston","sequence":"additional","affiliation":[]},{"given":"Wendy","family":"Stevens","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"7_CR1","volume-title":"Molecular Diagnostics For the Clinical Laboratorian","author":"W.B. Coleman","year":"2006","unstructured":"Coleman, W.B., Tsongalis, G.J.: Molecular Diagnostics For the Clinical Laboratorian, 2nd edn. Humana Press, New Jersey (2006)","edition":"2"},{"issue":"5","key":"7_CR2","doi-asserted-by":"crossref","first-page":"631","DOI":"10.1093\/bioinformatics\/bti033","volume":"25","author":"A. Statnikov","year":"2005","unstructured":"Statnikov, A., Aliferis, C.F., Tsamardinos, I., Hardin, D., Levy, S.: A comprehensive evaluation of multi-category classification methods for microarray gene expression cancer diagnosis. Bioinformatics\u00a025(5), 631\u2013643 (2005)","journal-title":"Bioinformatics"},{"key":"7_CR3","volume-title":"Pattern Recognition and Machine Learning","author":"C.M. Bishop","year":"2006","unstructured":"Bishop, C.M.: Pattern Recognition and Machine Learning. Springer, Cambridge (2006)"},{"key":"7_CR4","doi-asserted-by":"crossref","unstructured":"Perez, M., Rubin, D.M., Scott, L.E., Marwala, T., Stevens, W.: A hybrid fuzzy-svm classifier, applied to gene expression profiling for automated leukaemia diagnosis. In: Proceedings of the IEEE 25th Convention of Electrical and Electronics Engineers in Israel, Eilat, Israel, pp. 41\u201345 (2008)","DOI":"10.1109\/EEEI.2008.4736603"},{"issue":"12","key":"7_CR5","doi-asserted-by":"publisher","first-page":"2393","DOI":"10.1016\/j.patcog.2006.07.010","volume":"39","author":"H. Mamitsuka","year":"2006","unstructured":"Mamitsuka, H.: Selecting features in microarray classification using roc curves. Pattern Recognition\u00a039(12), 2393\u20132404 (2006)","journal-title":"Pattern Recognition"},{"key":"7_CR6","doi-asserted-by":"crossref","first-page":"96","DOI":"10.1093\/bioinformatics\/18.suppl_1.S96","volume":"18","author":"W. Huber","year":"2002","unstructured":"Huber, W., von Heydebreck, A., Sltmann, H., Poustka, A., Vingron, M.: Variance stabilization applied to microarray data calibration and to the quantification of differential expression. Bioinformatics\u00a018, 96\u2013104 (2002)","journal-title":"Bioinformatics"},{"key":"7_CR7","volume-title":"Fuzzy Sets and Systems: Theory and Applications","author":"D. Dubois","year":"1980","unstructured":"Dubois, D., Prade, H.: Fuzzy Sets and Systems: Theory and Applications. Academic Press, New York (1980)"},{"key":"7_CR8","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1096\/fj.02-0351fje","volume":"17","author":"T. Mariani","year":"2003","unstructured":"Mariani, T., Budhraja, V., Mecham, B.H., Gu, C., Watson, M.A., Sadovsky, Y.: A variable fold change threshold determines significance for expression microarrays. FASEB\u00a017, 321\u2013323 (2003)","journal-title":"FASEB"},{"key":"7_CR9","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1016\/0888-613X(94)00033-Y","volume":"12","author":"F. Herrera","year":"1995","unstructured":"Herrera, F., Lozano, M., Verdegay, J.L.: Tuning fuzzy logic controllers by genetic algorithms. International Journal of Approximate Reasoning\u00a0(12), 299\u2013315 (1995)","journal-title":"International Journal of Approximate Reasoning"},{"issue":"2","key":"7_CR10","doi-asserted-by":"publisher","first-page":"299","DOI":"10.1109\/91.388168","volume":"3","author":"A. Homaifar","year":"1995","unstructured":"Homaifar, A., McCormick, E.: Simultaneous design of membership functions and rule sets for fuzzy controllers using genetic algorithms. IEEE Transactions on Fuzzy Systems\u00a03(2), 299\u2013315 (1995)","journal-title":"IEEE Transactions on Fuzzy Systems"},{"key":"7_CR11","volume-title":"Genetic algorithms in search, optimization and machine learning","author":"D. Goldberg","year":"1989","unstructured":"Goldberg, D.: Genetic algorithms in search, optimization and machine learning. Addison-Wesley, Reading (1989)"},{"key":"7_CR12","unstructured":"Mthembu, L., Marwala, T.: A note on the separability index. Technical report, University of the Witwatersrand, Johannesburg, School of Electrical and Information Engineering (2007)"},{"key":"7_CR13","volume-title":"Truth from Trash: How Learning Makes Sense","author":"C. Thornton","year":"2002","unstructured":"Thornton, C.: Truth from Trash: How Learning Makes Sense. MIT Press, Cambridge (2002)"},{"key":"7_CR14","unstructured":"Gidudu, A., Heinz, A.: Comparison of feature selection techniques for svm classification. In: Proceedings of the 10th International Symposium of Physical Measurements and Signatures in Remote Sensing, vol. (11) (2005)"},{"key":"7_CR15","doi-asserted-by":"crossref","unstructured":"Perez, M., Featherston, J., Rubin, D.M., Marwala, T., Scott, L.E., Stevens, W.: Differentially expressed gene identification based on separability index. In: Proceedings of the Eighth International Conference on Machine Learning and Applications, pp. 429\u2013434 (2009)","DOI":"10.1109\/ICMLA.2009.73"},{"key":"7_CR16","doi-asserted-by":"crossref","unstructured":"Perez, M., Rubin, D.M., Marwala, T., Scott, L.E., Featherston, J., Stevens, W.: A population-based incremental learning approach to microarray gene expression feature selection. In: Proceedings of the Eighth International Conference on Machine Learning and Applications (2009)","DOI":"10.1109\/EEEI.2010.5661897"},{"key":"7_CR17","doi-asserted-by":"crossref","unstructured":"Singh, D., et al.: Gene expression correlates of clinical prostate cancer behavior. Cancer Cell, 203\u2013209 (2002)","DOI":"10.1016\/S1535-6108(02)00030-2"},{"key":"7_CR18","doi-asserted-by":"publisher","first-page":"68","DOI":"10.1038\/nm0102-68","volume":"8","author":"M.A. Shipp","year":"2002","unstructured":"Shipp, M.A., et al.: Diffuse large b-cell lymphoma outcome prediction by gene expression profiling and supervised machine learning. Nature Medicine\u00a0(8), 68\u201374 (2002)","journal-title":"Nature Medicine"}],"container-title":["Lecture Notes in Computer Science","Trends in Applied Intelligent Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-13033-5_7.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,11,23]],"date-time":"2020-11-23T22:00:18Z","timestamp":1606168818000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-13033-5_7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2010]]},"ISBN":["9783642130328","9783642130335"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-13033-5_7","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2010]]}}}