{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,6,6]],"date-time":"2024-06-06T22:41:32Z","timestamp":1717713692557},"reference-count":25,"publisher":"Elsevier BV","issue":"1","license":[{"start":{"date-parts":[[2004,7,1]],"date-time":"2004-07-01T00:00:00Z","timestamp":1088640000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.elsevier.com\/tdm\/userlicense\/1.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Computer Methods and Programs in Biomedicine"],"published-print":{"date-parts":[[2004,7]]},"DOI":"10.1016\/j.cmpb.2003.08.006","type":"journal-article","created":{"date-parts":[[2003,12,13]],"date-time":"2003-12-13T11:44:37Z","timestamp":1071315877000},"page":"1-9","source":"Crossref","is-referenced-by-count":4,"title":["Analysis of gene expression data using functional principal components"],"prefix":"10.1016","volume":"75","author":[{"given":"Vincent","family":"Barra","sequence":"first","affiliation":[]}],"member":"78","reference":[{"key":"10.1016\/j.cmpb.2003.08.006_BIB1","doi-asserted-by":"crossref","first-page":"3","DOI":"10.1038\/4427","article-title":"Array of hope","volume":"21","author":"Lander","year":"1999","journal-title":"Nature Genet."},{"key":"10.1016\/j.cmpb.2003.08.006_BIB2","doi-asserted-by":"crossref","first-page":"14863","DOI":"10.1073\/pnas.95.25.14863","article-title":"Cluster analysis and display of genome-wide expression patterns","volume":"95","author":"Eisen","year":"1998","journal-title":"Proc. Natl. Acad. Sci. U.S.A."},{"key":"10.1016\/j.cmpb.2003.08.006_BIB3","doi-asserted-by":"crossref","first-page":"1093","DOI":"10.1101\/gr.9.11.1093","article-title":"Large-scale clustering of cDNA-fingerprint data","volume":"9","author":"Herwig","year":"1999","journal-title":"Genome Res."},{"key":"10.1016\/j.cmpb.2003.08.006_BIB4","unstructured":"R. Sharan, R. Shamir, Click: a clustering algorithm with applications to gene expression analysis, Proceedings of ISMB\u201900, 2000, pp. 307\u2013316."},{"key":"10.1016\/j.cmpb.2003.08.006_BIB5","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1016\/S0169-2607(01)00189-4","article-title":"Factor analysis of cluster-specific gene expression levels from cDNA microarrays","volume":"69","author":"Peterson","year":"2002","journal-title":"Comput. Methods Programs Biomed."},{"key":"10.1016\/j.cmpb.2003.08.006_BIB6","doi-asserted-by":"crossref","first-page":"2907","DOI":"10.1073\/pnas.96.6.2907","article-title":"Interpreting patterns of gene expression with self-organizing maps: methods and application to hematopoietic differentiation","volume":"96","author":"Tamayo","year":"1999","journal-title":"Proc. Natl. Acad. Sci. U.S.A."},{"key":"10.1016\/j.cmpb.2003.08.006_BIB7","doi-asserted-by":"crossref","first-page":"126","DOI":"10.1093\/bioinformatics\/17.2.126","article-title":"A hierarchical unsupervised growing neural network for clustering gene expression patterns","volume":"17","author":"Herrero","year":"2001","journal-title":"Bioinformatics"},{"key":"10.1016\/j.cmpb.2003.08.006_BIB8","doi-asserted-by":"crossref","first-page":"262","DOI":"10.1073\/pnas.97.1.262","article-title":"Knowledge-based analysis of microarray gene expression data by using support vector machines","volume":"97","author":"Brown","year":"2000","journal-title":"Proc. Natl. Acad. Sci. U.S.A."},{"key":"10.1016\/j.cmpb.2003.08.006_BIB9","doi-asserted-by":"crossref","first-page":"906","DOI":"10.1093\/bioinformatics\/16.10.906","article-title":"Support vector machine classification and validation of cancer tissue samples using microarray expression data","volume":"16","author":"Furey","year":"2000","journal-title":"Bioinformatics"},{"key":"10.1016\/j.cmpb.2003.08.006_BIB10","doi-asserted-by":"crossref","first-page":"509","DOI":"10.1093\/bioinformatics\/17.6.509","article-title":"A Bayesian framework for the analysis of microarray expression data: regularized t-test and statistical inferences of gene changes","volume":"17","author":"Baldi","year":"2001","journal-title":"Bioinformatics"},{"key":"10.1016\/j.cmpb.2003.08.006_BIB11","doi-asserted-by":"crossref","first-page":"405","DOI":"10.1093\/bioinformatics\/17.5.405","article-title":"Analysis of temporal gene expression profiles: clustering by simulated annealing and determining the optimal number of clusters","volume":"17","author":"Lukashin","year":"2001","journal-title":"Bioinformatics"},{"key":"10.1016\/j.cmpb.2003.08.006_BIB12","doi-asserted-by":"crossref","unstructured":"S. Kaski, J. Sinkkonen J. Nikkil\u00e4, Clustering gene expression data by mutual information with gene function, Proceedings of ICANN 2001, Springer, Berlin, 2001, pp. 81\u201386.","DOI":"10.1007\/3-540-44668-0_12"},{"key":"10.1016\/j.cmpb.2003.08.006_BIB13","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1152\/physiolgenomics.2000.3.1.9","article-title":"A fuzzy logic approach to analyzing gene expression data","volume":"3","author":"Woolf","year":"2000","journal-title":"Physiol. Genom."},{"key":"10.1016\/j.cmpb.2003.08.006_BIB14","unstructured":"R. Guthke, W. Schmidt-Heck, D. Hahn, M. Pfaff, Gene expression data mining for functional genomics using fuzzy technology, in: H.J. Zimmerman (Ed.), International Series in Intelligent Technologies: Advances in Computational Intelligence and Learning\u2014Methods and Applications, Kluwer Academic Publishers, Dordrecht, 2001."},{"key":"10.1016\/j.cmpb.2003.08.006_BIB15","first-page":"245","article-title":"Gene expression analysis using fuzzy ART","volume":"12","author":"Tomida","year":"2001","journal-title":"Genome Informatics"},{"key":"10.1016\/j.cmpb.2003.08.006_BIB16","unstructured":"M. Oja, J. Nikkil\u00e4, P. T\u00f6r\u00f6nen, G. Wong, E. Castr\u00e9n, S. Kaski, Exploratory clustering of gene expression profiles of mutated yeast strain, in: W. Zhang, I. Shmulevich (Eds.), Computational and Statistical Approaches to Genomics, Kluwer Academic Publishers, 2002."},{"key":"10.1016\/j.cmpb.2003.08.006_BIB17","doi-asserted-by":"crossref","first-page":"1106","DOI":"10.1101\/gr.9.11.1106","article-title":"Exploring expression data: Identification and analysis of coexpressed genes","volume":"9","author":"Heyer","year":"1999","journal-title":"Genome Res."},{"key":"10.1016\/j.cmpb.2003.08.006_BIB18","doi-asserted-by":"crossref","unstructured":"G. Duntgeman, Principal Components Analysis, Sage Publications, 1989.","DOI":"10.4135\/9781412985475"},{"key":"10.1016\/j.cmpb.2003.08.006_BIB19","first-page":"452","article-title":"Principal components analysis to summarize microarray experiments: application to sporulation time series","volume":"5","author":"Raychaudhuri","year":"2000","journal-title":"Pacific Symp. Biocomput."},{"key":"10.1016\/j.cmpb.2003.08.006_BIB20","doi-asserted-by":"crossref","first-page":"699","DOI":"10.1126\/science.282.5389.699","article-title":"The transcriptional program of sporulation in budding yeast","volume":"282","author":"Chu","year":"1998","journal-title":"Science"},{"key":"10.1016\/j.cmpb.2003.08.006_BIB21","doi-asserted-by":"crossref","first-page":"114","DOI":"10.1016\/S0014-5793(01)02973-8","article-title":"The main biological determinants of tumor line taxonomy elucidated by a principal component analysis of microarray data","volume":"507","author":"Crescenzi","year":"2001","journal-title":"FEBS Lett."},{"key":"10.1016\/j.cmpb.2003.08.006_BIB22","doi-asserted-by":"crossref","first-page":"763","DOI":"10.1093\/bioinformatics\/17.9.763","article-title":"Principal Component Analysis for clustering gene expression data","volume":"17","author":"Yeung","year":"2001","journal-title":"Bioinformatics"},{"key":"10.1016\/j.cmpb.2003.08.006_BIB23","doi-asserted-by":"crossref","unstructured":"J. Ramsay, B. Silverman, Functional Data Analysis, Springer-Verlag, 1997.","DOI":"10.1007\/978-1-4757-7107-7"},{"key":"10.1016\/j.cmpb.2003.08.006_BIB24","doi-asserted-by":"crossref","first-page":"227","DOI":"10.1038\/73432","article-title":"Systematic variation in gene expression patterns in human cancer cell lines","volume":"24","author":"Ross","year":"2000","journal-title":"Nature Genet."},{"key":"10.1016\/j.cmpb.2003.08.006_BIB25","doi-asserted-by":"crossref","first-page":"611","DOI":"10.1111\/1467-9868.00196","article-title":"Principal component analysis","volume":"61","author":"Tipping","year":"1999","journal-title":"J. Royal Stat. Soc., Series B"}],"container-title":["Computer Methods and Programs in Biomedicine"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0169260703001317?httpAccept=text\/xml","content-type":"text\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/api.elsevier.com\/content\/article\/PII:S0169260703001317?httpAccept=text\/plain","content-type":"text\/plain","content-version":"vor","intended-application":"text-mining"}],"deposited":{"date-parts":[[2019,2,16]],"date-time":"2019-02-16T05:57:46Z","timestamp":1550296666000},"score":1,"resource":{"primary":{"URL":"https:\/\/linkinghub.elsevier.com\/retrieve\/pii\/S0169260703001317"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2004,7]]},"references-count":25,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2004,7]]}},"alternative-id":["S0169260703001317"],"URL":"https:\/\/doi.org\/10.1016\/j.cmpb.2003.08.006","relation":{},"ISSN":["0169-2607"],"issn-type":[{"value":"0169-2607","type":"print"}],"subject":[],"published":{"date-parts":[[2004,7]]}}}
