{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T13:59:43Z","timestamp":1725890383483},"publisher-location":"Berlin, Heidelberg","reference-count":14,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642356858"},{"type":"electronic","value":"9783642356865"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012]]},"DOI":"10.1007\/978-3-642-35686-5_5","type":"book-chapter","created":{"date-parts":[[2012,12,10]],"date-time":"2012-12-10T07:09:13Z","timestamp":1355123353000},"page":"49-60","source":"Crossref","is-referenced-by-count":0,"title":["Discovering Hidden Pathways in Bioinformatics"],"prefix":"10.1007","author":[{"given":"Paulo J. G.","family":"Lisboa","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ian H.","family":"Jarman","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Terence A.","family":"Etchells","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Simon J.","family":"Chambers","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Davide","family":"Bacciu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Joe","family":"Whittaker","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jon M.","family":"Garibaldi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sandra","family":"Ortega-Martorell","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alfredo","family":"Vellido","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ian O.","family":"Ellis","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"issue":"4","key":"5_CR1","doi-asserted-by":"publisher","first-page":"473","DOI":"10.1093\/bioinformatics\/btl640","volume":"23","author":"H. Li","year":"2007","unstructured":"Li, H., Sun, Y., Zhan, M.: The Discovery of Transcriptional Modules by a Two-Stage Matrix Decomposition Approach. Bioinformatics\u00a023(4), 473\u2013479 (2007)","journal-title":"Bioinformatics"},{"issue":"7","key":"5_CR2","doi-asserted-by":"publisher","first-page":"1874","DOI":"10.1093\/bioinformatics\/btn332","volume":"24","author":"H. Li","year":"2008","unstructured":"Li, H., Zhan, M.: Unraveling Transcriptional Regulatory Programs by Integrative Analysis of Microarray and Transcription Factor Binding Data. Bioinformatics\u00a024(7), 1874\u20131880 (2008)","journal-title":"Bioinformatics"},{"key":"5_CR3","doi-asserted-by":"publisher","first-page":"100","DOI":"10.1186\/1471-2105-9-100","volume":"9","author":"D. Lutter","year":"2008","unstructured":"Lutter, D., Ugocsai, P., Grandl, P., Orso, E., Theis, F., Lang, E.W., Schmitz, G.: Analyzing M-CSF Dependent Monocyte\/Macrophage Differentiation: Expression Modes and Meta-Modes Derived from an Independent Component Analysis. BMC Bioinformatics\u00a09, 100 (2008)","journal-title":"BMC Bioinformatics"},{"key":"5_CR4","doi-asserted-by":"publisher","first-page":"42","DOI":"10.1186\/1471-2105-11-42","volume":"11","author":"R. Schwartz","year":"2010","unstructured":"Schwartz, R., Shackney, S.E.: Applying Unmixing to Gene Expression Data for Tumor Phylogeny Inference. BMC Bioinformatics\u00a011, 42 (2010)","journal-title":"BMC Bioinformatics"},{"key":"5_CR5","doi-asserted-by":"publisher","first-page":"340","DOI":"10.1002\/ijc.21004","volume":"116","author":"D. Abd El-Rehim","year":"2005","unstructured":"Abd El-Rehim, D., Ball, G., Pinder, S., Rakha, E., Paish, C., Robertson, J., Macmillan, D., Blamey, R., Ellis, I.O.: High-Throughput Protein Expression Analysis Using Tissue Microarray Technology of a Large Well-Characterised Series Identifies Biologically Distinct Classes of Breast Cancer Confirming Recent cDNA Expression Aanalyses. Int. J. Cancer\u00a0116, 340\u2013350 (2005)","journal-title":"Int. J. Cancer"},{"key":"5_CR6","doi-asserted-by":"publisher","first-page":"318","DOI":"10.1016\/j.compbiomed.2010.01.003","volume":"40","author":"D. Soria","year":"2010","unstructured":"Soria, D., Garibaldi, J.M., Ambrogi, F., Green, A.R., Powe, D., Rakha, E., Douglas-Macmillan, R., Blamey, R.W., Ball, G., Lisboa, P.J.G., Etchells, T.A., Boracchi, P., Biganzoli, E., Ellis, I.O.: A Methodology to Identify Consensus Classes from Clustering Algorithms Applied to Immunohistochemical Data from Breast Cancer Patients. Comput. Biol. Med.\u00a040, 318\u2013330 (2010)","journal-title":"Comput. Biol. Med."},{"issue":"2","key":"5_CR7","doi-asserted-by":"publisher","first-page":"141","DOI":"10.1007\/s10618-005-0361-3","volume":"10","author":"Y. Zhao","year":"2005","unstructured":"Zhao, Y., Karypis, G., Fayyad, U.: Hierarchical Clustering Algorithms for Document Datasets. Data Min. Knowl. Disc.\u00a010(2), 141\u2013168 (2005)","journal-title":"Data Min. Knowl. Disc."},{"issue":"8","key":"5_CR8","doi-asserted-by":"crossref","first-page":"1459","DOI":"10.1007\/s00500-010-0596-9","volume":"15","author":"I.H. Jarman","year":"2010","unstructured":"Jarman, I.H., Etchells, T.A., Bacciu, D., Garibaldi, J.M., Ellis, I.O., Lisboa, P.J.G.: Clustering of Protein Expression Data: A Benchmark of Statistical and Neural Approaches. Soft Computing: A Fusion of Foundations, Methodologies and Applications\u00a015(8), 1459\u20131469 (2010)","journal-title":"Soft Computing: A Fusion of Foundations, Methodologies and Applications"},{"issue":"13","key":"5_CR9","doi-asserted-by":"publisher","first-page":"1814","DOI":"10.1016\/j.patrec.2008.05.021","volume":"29","author":"P.J.G. Lisboa","year":"2008","unstructured":"Lisboa, P.J.G., Ellis, I.O., Green, A.R., Ambrogi, F., Dias, M.B.: Cluster-Based Visualisation with Scatter Matrices. Pattern Recogn. Lett.\u00a029(13), 1814\u20131823 (2008)","journal-title":"Pattern Recogn. Lett."},{"issue":"2","key":"5_CR10","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1002\/env.3170050203","volume":"5","author":"P. Paatero","year":"1994","unstructured":"Paatero, P., Tapper, U.: Positive Matrix Factorization: A Non-Negative Factor Model with Optimal Utilization of Error Estimates of Data Values. Environmetrics\u00a05(2), 111\u2013126 (1994)","journal-title":"Environmetrics"},{"issue":"6755","key":"5_CR11","doi-asserted-by":"publisher","first-page":"788","DOI":"10.1038\/44565","volume":"401","author":"D.D. Lee","year":"1999","unstructured":"Lee, D.D., Seung, H.S.: Learning the Parts of Objects by Non-Negative Matrix Factorization. Nature\u00a0401(6755), 788\u2013791 (1999)","journal-title":"Nature"},{"issue":"1","key":"5_CR12","doi-asserted-by":"publisher","first-page":"45","DOI":"10.1109\/TPAMI.2008.277","volume":"32","author":"C. Ding","year":"2010","unstructured":"Ding, C., Li, T., Jordan, M.I.: Convex and Semi-Nonnegative Matrix Factorizations. IEEE T. Patt. Anal.\u00a032(1), 45\u201355 (2010)","journal-title":"IEEE T. Patt. Anal."},{"key":"5_CR13","volume-title":"Causation, Prediction and Search","author":"P. Spirtes","year":"2000","unstructured":"Spirtes, P., Glymour, C., Scheines, R.: Causation, Prediction and Search, 2nd edn. MIT Press, New York (2000)","edition":"2"},{"key":"5_CR14","first-page":"1102","volume-title":"IEEE International Conference on Communications","author":"B. Goebel","year":"2005","unstructured":"Goebel, B., Dawy, Z., Hagenauer, J., Mueller, J.: An Approximation to the Distribution of Finite Sample Size Mutual Information Estimates. In: IEEE International Conference on Communications, vol.\u00a02, pp. 1102\u20131106. IEEE Press, New York (2005)"}],"container-title":["Lecture Notes in Computer Science","Computational Intelligence Methods for Bioinformatics and Biostatistics"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-35686-5_5.pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,4]],"date-time":"2021-05-04T13:23:43Z","timestamp":1620134623000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-35686-5_5"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012]]},"ISBN":["9783642356858","9783642356865"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-35686-5_5","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2012]]}}}