{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,12]],"date-time":"2025-02-12T15:10:14Z","timestamp":1739373014799,"version":"3.37.0"},"publisher-location":"Berlin, Heidelberg","reference-count":29,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642042249"},{"type":"electronic","value":"9783642042256"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2009]]},"DOI":"10.1007\/978-3-642-04225-6_12","type":"book-chapter","created":{"date-parts":[[2009,10,4]],"date-time":"2009-10-04T01:17:38Z","timestamp":1254619058000},"page":"237-253","source":"Crossref","is-referenced-by-count":0,"title":["Identifying Disease-Related Biomarkers by Studying Social Networks of Genes"],"prefix":"10.1007","author":[{"given":"Mohammed","family":"Alshalalfa","sequence":"first","affiliation":[]},{"given":"Ala","family":"Qabaja","sequence":"additional","affiliation":[]},{"given":"Reda","family":"Alhajj","sequence":"additional","affiliation":[]},{"given":"Jon","family":"Rokne","sequence":"additional","affiliation":[]}],"member":"297","reference":[{"key":"12_CR1","doi-asserted-by":"publisher","first-page":"43","DOI":"10.3322\/canjclin.57.1.43","volume":"57","author":"A. Jemal","year":"2007","unstructured":"Jemal, A., Siegel, R., Ward, E., Xu, T., Thun, M.J.: Cancer statistics. A Cancer Journal for Clinicians\u00a057, 43\u201366 (2007)","journal-title":"A Cancer Journal for Clinicians"},{"key":"12_CR2","doi-asserted-by":"publisher","first-page":"951","DOI":"10.1038\/nrd961","volume":"1","author":"A. Butte","year":"2002","unstructured":"Butte, A.: The use and analysis of microarray data. Nature Reviews\u00a01, 951\u2013960 (2002)","journal-title":"Nature Reviews"},{"key":"12_CR3","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, 973\u2013980 (2003)","journal-title":"Bioinformatics"},{"key":"12_CR4","series-title":"Springer Series in Information Sciences","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-642-56927-2","volume-title":"Self-organizing paps","author":"T. Kohonen","year":"2001","unstructured":"Kohonen, T.: Self-organizing paps. Springer Series in Information Sciences, vol.\u00a030. Springer, Heidelberg (2001)"},{"key":"12_CR5","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., Tamayo, P., Huard, C., Gaasenbeek, M., Mesirov, J., Coller, H., Loh, M., Downing, J., Caligiuri, M., Bloomfield, C., Lender, E.: Molecular classification of cancer: class discovery and class prediction by gene expression monitoring. Science\u00a0286, 531\u2013537 (1999)","journal-title":"Science"},{"unstructured":"Hsu, C., Chang, C., Lin, C.: A practical guide to support vector classification. Technical report, Department of Computer Science, National Taiwan University (July 2003)","key":"12_CR6"},{"doi-asserted-by":"crossref","unstructured":"Toura, A., Basu, M.: Application of neural network to gene expression data for cancer classification. In: Proceedings of IEEE International Joint Conference on Neural Networks, pp. 583\u2013587 (2001)","key":"12_CR7","DOI":"10.1109\/IJCNN.2001.939087"},{"doi-asserted-by":"crossref","unstructured":"Alshalalfa, M., Alhajj, R.: Application of double clustering to gene expression data for class prediction. In: Proceedings of AINA Wokshops, vol.\u00a01, pp. 733\u2013736 (2007)","key":"12_CR8","DOI":"10.1109\/AINAW.2007.97"},{"doi-asserted-by":"crossref","unstructured":"Alshalalf, M., Alhajj, R.: Attractive feature reduction approach for colon data classification. In: Proceedings of AINA Workshops, vol.\u00a01, pp. 678\u2013683 (2007)","key":"12_CR9","DOI":"10.1109\/AINAW.2007.103"},{"key":"12_CR10","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"334","DOI":"10.1007\/978-3-540-74553-2_31","volume-title":"Data Warehousing and Knowledge Discovery","author":"M. Khabbaz","year":"2007","unstructured":"Khabbaz, M., Kianmher, K., Alshalalfa, M., Alhajj, R.: Fuzzy classifier based feature reduction for better gene selection. In: Song, I.-Y., Eder, J., Nguyen, T.M. (eds.) DaWaK 2007. LNCS, vol.\u00a04654, pp. 334\u2013344. Springer, Heidelberg (2007)"},{"key":"12_CR11","series-title":"Lecture Notes in Computer Science","volume-title":"Proceedings of the International Symposium on Methodologies for Intelligent Systems","author":"K. Kianmehr","year":"2008","unstructured":"Kianmehr, K., Alshalalfa, M., Alhajj, R.: Effectiveness of fuzzy discretization for class association rule-based classification. In: Proceedings of the International Symposium on Methodologies for Intelligent Systems. LNCS. Springer, Heidelberg (2008)"},{"key":"12_CR12","doi-asserted-by":"publisher","first-page":"507","DOI":"10.1093\/bioinformatics\/btl214","volume":"22","author":"R. Varshavsky","year":"2006","unstructured":"Varshavsky, R., Gottlieb, A., Linial, L., Horn, D.: Novel unsupervised feature filtering of biological data. Bioinformatics\u00a022, 507\u2013513 (2006)","journal-title":"Bioinformatics"},{"unstructured":"Dudoit, S., Yang, Y.H., Callow, M., Speed, T.: Statistical methods for identifying differentiallyexpressed genes in replicated cdna microarray experiments. Technical Report #578, University of California, Berkeley (2000)","key":"12_CR13"},{"key":"12_CR14","doi-asserted-by":"publisher","first-page":"10101","DOI":"10.1073\/pnas.97.18.10101","volume":"97","author":"O. Alter","year":"2000","unstructured":"Alter, O., Brown, P., Botstein, D.: Singular value decomposition for genome-wide expression data processing and modeling. PNAS\u00a097, 10101\u201310106 (2000)","journal-title":"PNAS"},{"key":"12_CR15","doi-asserted-by":"publisher","first-page":"906","DOI":"10.1093\/bioinformatics\/16.10.906","volume":"16","author":"T.S. Furey","year":"2000","unstructured":"Furey, T.S., Cristianini, N., Duffy, N., Bednarski, D.W., Schummer, M., Haussler, D.: Support vector machine classification and validation of cancer tissue samples using microarray expression data. Bioinformatics\u00a016, 906\u2013914 (2000)","journal-title":"Bioinformatics"},{"key":"12_CR16","doi-asserted-by":"publisher","first-page":"389","DOI":"10.1023\/A:1012487302797","volume":"46","author":"I. Guyon","year":"2002","unstructured":"Guyon, I., Weston, J., Barnhill, S., Vapnik, V.: Gene selection for cancer classification using support vector machines. Machine Learning\u00a046, 389\u2013422 (2002)","journal-title":"Machine Learning"},{"key":"12_CR17","doi-asserted-by":"publisher","first-page":"725","DOI":"10.1093\/bioinformatics\/18.5.725","volume":"18","author":"J. Li","year":"2002","unstructured":"Li, J., Wong, L.: Identifying good diagnosis gene group from gene expression profile using the concept of emerging patterns. Bioinformatics\u00a018, 725\u2013734 (2002)","journal-title":"Bioinformatics"},{"key":"12_CR18","first-page":"237","volume":"11","author":"X. Zhang","year":"2000","unstructured":"Zhang, X., Ke, H.: All\/aml cancer classification by gene expression data using svm and csvm. Genomics informatics\u00a011, 237\u2013239 (2000)","journal-title":"Genomics informatics"},{"unstructured":"Li, L., Pedersen, L.G., Darden, T.A., Weinberg, C.R.: Class prediction and discovery based on gene expression data. Iostatistics Branch and Lab of Structural Biology, National Institute of Environmental Health Sciences, Research Triangle Park, North Carolina (2000)","key":"12_CR19"},{"key":"12_CR20","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1093\/bioinformatics\/19.1.62","volume":"19","author":"R. Bijlani","year":"2003","unstructured":"Bijlani, R., Cheng, Y., Pearce, D., Brooks, A., Ogihara, M.: Prediction of biologically significant components from microarray data: independently consisitent expression discriminator(iced). Bioinformatics\u00a019, 62\u201370 (2003)","journal-title":"Bioinformatics"},{"key":"12_CR21","doi-asserted-by":"publisher","first-page":"594","DOI":"10.1002\/bit.10505","volume":"81","author":"S. Bicciato","year":"2002","unstructured":"Bicciato, S., Pandin, M., Didon, G., Bello, C.D.: Pattern identification and classification in gene expression data using an autoassociative neural network model. Biotechnology and Bioengineering\u00a081, 594\u2013606 (2002)","journal-title":"Biotechnology and Bioengineering"},{"key":"12_CR22","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1152\/physiolgenomics.2000.4.2.109","volume":"4","author":"E. Moler","year":"2000","unstructured":"Moler, E., Chow, M., Mian, I.: Analysis of molecular profile data using generative and disciminative methods. Physiol. genomics\u00a04, 109\u2013126 (2000)","journal-title":"Physiol. genomics"},{"key":"12_CR23","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1186\/1471-2105-4-60","volume":"4","author":"J. Wang","year":"2003","unstructured":"Wang, J., Hellem, T., Jonassen, I., Myklebost, O., Hovig, E.: Tumor classification and marker gene prediction by feature selection and fuzzy c-means clustering using microarray data. BMC Bioinformatics\u00a04, 60\u201370 (2003)","journal-title":"BMC Bioinformatics"},{"key":"12_CR24","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1109\/TCBB.2007.1006","volume":"4","author":"L. Wang","year":"2007","unstructured":"Wang, L., Chu, F., Xie, W.: Accurate cancer calssification using expressions of very few genes. IEEE\/ACM transactions on computational biology and bioinformatics\u00a04, 40\u201353 (2007)","journal-title":"IEEE\/ACM transactions on computational biology and bioinformatics"},{"key":"12_CR25","doi-asserted-by":"publisher","first-page":"167","DOI":"10.1007\/10950913_8","volume":"176","author":"F. Chu","year":"2005","unstructured":"Chu, F., Wang, L.: Cancer classification with microarray data using support vector machines. Bioinformatics using computational intelligence paradigms\u00a0176, 167\u2013189 (2005)","journal-title":"Bioinformatics using computational intelligence paradigms"},{"doi-asserted-by":"crossref","unstructured":"Chen, J., Tsai, C., Tzeng, S., Chen, C.: Gene selection with multiple ordering criteria. BMC Bioinformatics 8 (2007)","key":"12_CR26","DOI":"10.1186\/1471-2105-8-74"},{"doi-asserted-by":"crossref","unstructured":"Jaeger, J., Sengupta, R., Ruzzo, W.L.: Improved gene selection for classification of microarrays. In: Proceedings of Pacific Symposium on Biocomputing, pp. 53\u201364 (2003)","key":"12_CR27","DOI":"10.1142\/9789812776303_0006"},{"key":"12_CR28","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., Leving, A.: Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide array. PNAS\u00a096, 6745\u20136750 (1999)","journal-title":"PNAS"},{"key":"12_CR29","first-page":"11562","volume":"98","author":"M. West","year":"2001","unstructured":"West, M., Dressman, H., Haung, E., Ishida, S., Spang, R., Zuzan, H., Olson, J., Marks, J., Nevins, J.R.: Predicting the clinical status of human breast cancer by using gene expression profiles. PNAS\u00a098, 11562\u201311567 (2001)","journal-title":"PNAS"}],"container-title":["Studies in Computational Intelligence","Innovations in Swarm Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-04225-6_12.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,2,12]],"date-time":"2025-02-12T14:32:28Z","timestamp":1739370748000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-04225-6_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642042249","9783642042256"],"references-count":29,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-04225-6_12","relation":{},"ISSN":["1860-949X","1860-9503"],"issn-type":[{"type":"print","value":"1860-949X"},{"type":"electronic","value":"1860-9503"}],"subject":[],"published":{"date-parts":[[2009]]}}}