{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T09:57:43Z","timestamp":1725530263761},"publisher-location":"Berlin, Heidelberg","reference-count":21,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642011832"},{"type":"electronic","value":"9783642011849"}],"license":[{"start":{"date-parts":[[2009,1,1]],"date-time":"2009-01-01T00:00:00Z","timestamp":1230768000000},"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":[[2009]]},"DOI":"10.1007\/978-3-642-01184-9_17","type":"book-chapter","created":{"date-parts":[[2009,4,9]],"date-time":"2009-04-09T13:41:49Z","timestamp":1239284509000},"page":"191-202","source":"Crossref","is-referenced-by-count":2,"title":["Refining Genetic Algorithm Based Fuzzy Clustering through Supervised Learning for Unsupervised Cancer Classification"],"prefix":"10.1007","author":[{"given":"Anirban","family":"Mukhopadhyay","sequence":"first","affiliation":[]},{"given":"Ujjwal","family":"Maulik","sequence":"additional","affiliation":[]},{"given":"Sanghamitra","family":"Bandyopadhyay","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"17_CR1","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., Gassenbeek, M., Mesirov, J.P., Coller, H., Loh, M.L., Downing, J.R., Caligiuri, M.A., Bloomeld, D.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":"17_CR2","doi-asserted-by":"publisher","first-page":"503","DOI":"10.1038\/35000501","volume":"403","author":"A.A. Alizadeh","year":"2000","unstructured":"Alizadeh, A.A., Eisen, M.B., Davis, R., Ma, C., Lossos, I., Rosenwald, A., Boldrick, J., Warnke, R., Levy, R., Wilson, W., Grever, M., Byrd, J., Botstein, D., Brown, P.O., Straudt, L.M.: Distinct types of diffuse large b-cell lymphomas identified by gene expression profiling. Nature\u00a0403, 503\u2013511 (2000)","journal-title":"Nature"},{"doi-asserted-by":"crossref","unstructured":"Yeung, K.Y., Bumgarner, R.E.: Multiclass classification of microarray data with repeated measurements: application to cancer. Genome Biology\u00a04 (2003)","key":"17_CR3","DOI":"10.1186\/gb-2003-4-12-r83"},{"key":"17_CR4","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.A., Gish, K., Ybarra, S., Mack, D., Levine, A.J.: Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays. Proceedings of National Academy of Science, Cell Biology\u00a096, 6745\u20136750 (1999)","journal-title":"Proceedings of National Academy of Science, Cell Biology"},{"issue":"21","key":"17_CR5","doi-asserted-by":"publisher","first-page":"2859","DOI":"10.1093\/bioinformatics\/btm418","volume":"23","author":"S. Bandyopadhyay","year":"2007","unstructured":"Bandyopadhyay, S., Mukhopadhyay, A., Maulik, U.: An improved algorithm for clustering gene expression data. Bioinformatics\u00a023(21), 2859\u20132865 (2007)","journal-title":"Bioinformatics"},{"key":"17_CR6","volume-title":"Algorithms for Clustering Data","author":"A.K. Jain","year":"1988","unstructured":"Jain, A.K., Dubes, R.C.: Algorithms for Clustering Data. Prentice-Hall, Englewood Cliffs (1988)"},{"key":"17_CR7","volume-title":"Neural Networks for Pattern Recognition","author":"C. Bishop","year":"1996","unstructured":"Bishop, C.: Neural Networks for Pattern Recognition. Oxford University Press, Oxford (1996)"},{"issue":"5","key":"17_CR8","doi-asserted-by":"publisher","first-page":"720","DOI":"10.1162\/neco.1992.4.5.720","volume":"4","author":"D.J.C. MacKay","year":"1992","unstructured":"MacKay, D.J.C.: The evidence framework applied to classification networks. Neural Computation\u00a04(5), 720\u2013736 (1992)","journal-title":"Neural Computation"},{"key":"17_CR9","volume-title":"Statistical Learning Theory","author":"V. Vapnik","year":"1998","unstructured":"Vapnik, V.: Statistical Learning Theory. Wiley, New York (1998)"},{"key":"17_CR10","first-page":"265","volume":"2","author":"K. Crammer","year":"2001","unstructured":"Crammer, K., Singer, Y.: On the algorithmic implementation of multiclass kernel-based vector machines. J. Machine Learning Research\u00a02, 265\u2013292 (2001)","journal-title":"J. Machine Learning Research"},{"key":"17_CR11","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4757-0450-1","volume-title":"Pattern Recognition with Fuzzy Objective Function Algorithms","author":"J.C. Bezdek","year":"1981","unstructured":"Bezdek, J.C.: Pattern Recognition with Fuzzy Objective Function Algorithms. Plenum, New York (1981)"},{"key":"17_CR12","doi-asserted-by":"publisher","first-page":"2907","DOI":"10.1073\/pnas.96.6.2907","volume":"96","author":"P. Tamayo","year":"1999","unstructured":"Tamayo, P., Slonim, D., Mesirov, J., Zhu, Q., Kitareewan, S., Dmitrovsky, E., Lander, E., Golub, T.: Interpreting patterns of gene expression with self-organizing maps: Methods and application to hematopoietic differentiation. Proc. Nat. Academy of Sciences\u00a096, 2907\u20132912 (1999)","journal-title":"Proc. Nat. Academy of Sciences"},{"key":"17_CR13","volume-title":"Genetic Algorithms in Search, Optimization and Machine Learning","author":"D.E. Goldberg","year":"1989","unstructured":"Goldberg, D.E.: Genetic Algorithms in Search, Optimization and Machine Learning. Addison-Wesley, New York (1989)"},{"key":"17_CR14","doi-asserted-by":"publisher","first-page":"1455","DOI":"10.1016\/S0031-3203(99)00137-5","volume":"33","author":"U. Maulik","year":"2000","unstructured":"Maulik, U., Bandyopadhyay, S.: Genetic algorithm based clustering technique. Pattern Recognition\u00a033, 1455\u20131465 (2000)","journal-title":"Pattern Recognition"},{"issue":"5","key":"17_CR15","doi-asserted-by":"publisher","first-page":"1075","DOI":"10.1109\/TGRS.2003.810924","volume":"41","author":"U. Maulik","year":"2003","unstructured":"Maulik, U., Bandyopadhyay, S.: Fuzzy partitioning using a real-coded variable-length genetic algorithm for pixel classification. IEEE Transactions on Geoscience and Remote Sensing\u00a041(5), 1075\u20131081 (2003)","journal-title":"IEEE Transactions on Geoscience and Remote Sensing"},{"unstructured":"Andersen, L.N., Larsen, J., Hansen, L.K., HintzMadsen, M.: Adaptive regularization of neural classifiers. In: Proc. IEEE Workshop on Neural Networks for Signal Processing VII, New York, USA, pp. 24\u201333 (1997)","key":"17_CR16"},{"doi-asserted-by":"crossref","unstructured":"Sigurdsson, S., Larsen, J., Hansen, L.: Outlier estimation and detection: Application to skin lesion classification. In: Proc. Intl. Conf. on Acoustics, Speech and Signal Processing (2002)","key":"17_CR17","DOI":"10.1109\/ICASSP.2002.1005924"},{"issue":"9","key":"17_CR18","doi-asserted-by":"publisher","first-page":"763","DOI":"10.1093\/bioinformatics\/17.9.763","volume":"17","author":"K.Y. Yeung","year":"2001","unstructured":"Yeung, K.Y., Ruzzo, W.L.: An empirical study on principal component analysis for clustering gene expression data. Bioinformatics\u00a017(9), 763\u2013774 (2001)","journal-title":"Bioinformatics"},{"key":"17_CR19","doi-asserted-by":"publisher","first-page":"53","DOI":"10.1016\/0377-0427(87)90125-7","volume":"20","author":"P. Rousseeuw","year":"1987","unstructured":"Rousseeuw, P.: Silhouettes: a graphical aid to the interpretation and validation of cluster analysis. J. Comp. App. Math.\u00a020, 53\u201365 (1987)","journal-title":"J. Comp. App. Math."},{"doi-asserted-by":"crossref","unstructured":"Kim, S.Y., Lee, J.W., Bae, J.S.: Effect of data normalization on fuzzy clustering of dna microarray data. BMC Bioinformatics\u00a07(134) (2006)","key":"17_CR20","DOI":"10.1186\/1471-2105-7-134"},{"issue":"8","key":"17_CR21","doi-asserted-by":"publisher","first-page":"973","DOI":"10.1093\/bioinformatics\/btg119","volume":"19","author":"D. Dembele","year":"2003","unstructured":"Dembele, D., Kastner, P.: Fuzzy c-means method for clustering microarray data. Bioinformatics\u00a019(8), 973\u2013980 (2003)","journal-title":"Bioinformatics"}],"container-title":["Lecture Notes in Computer Science","Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-01184-9_17","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,10,4]],"date-time":"2021-10-04T02:39:45Z","timestamp":1633315185000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-01184-9_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642011832","9783642011849"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-01184-9_17","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}