{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,5]],"date-time":"2024-09-05T10:54:41Z","timestamp":1725533681086},"publisher-location":"Berlin, Heidelberg","reference-count":13,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783642023187"},{"type":"electronic","value":"9783642023194"}],"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\/978-3-642-02319-4_17","type":"book-chapter","created":{"date-parts":[[2009,6,20]],"date-time":"2009-06-20T02:34:09Z","timestamp":1245465249000},"page":"137-144","source":"Crossref","is-referenced-by-count":3,"title":["Unsupervised Methods for Anomalies Detection through Intelligent Monitoring Systems"],"prefix":"10.1007","author":[{"given":"Alberto","family":"Carrascal","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alberto","family":"D\u00edez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ander","family":"Azpeitia","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"17_CR1","volume-title":"Engineering of knowledge-based systems","author":"A.J. Gonzalez","year":"1993","unstructured":"Gonzalez, A.J., Dankell, D.D.: Engineering of knowledge-based systems. Prentice-Hall, Englewood Cliffs (1993)"},{"key":"17_CR2","volume-title":"Knowledge Representation and Reasoning","author":"R.J. Brachmand","year":"2003","unstructured":"Brachmand, R.J., Levesque, H.J.: Knowledge Representation and Reasoning. MIT Press, Cambridge (2003)"},{"key":"17_CR3","unstructured":"Preece, A.D.: Validation of Knowledge-Based Systems: The State-of-the-Art in North America. J. Study of Artificial Intelligence Cognitive Science and Applied Epistomology\u00a011(4) (1994)"},{"key":"17_CR4","volume-title":"Adaptive Computation and Machine Learning","author":"E. Alpaydin","year":"2004","unstructured":"Alpaydin, E.: Introduction to Machine Learning. In: Adaptive Computation and Machine Learning. MIT Press, Cambridge (2004)"},{"key":"17_CR5","doi-asserted-by":"crossref","unstructured":"Eskin, E., Arnold, A., Prerau, M., Portnoy, L., Stolfo, S.: A Geometric Framework for Unsupervised Anomaly Detection: Detecting Intrusions in Unlabeled Data. In: Barbara, D., Jajodia, S. (eds.) Matrix Eigensystem Routines - EISPACK Guide. LNCS, vol.\u00a06(4) (2002)","DOI":"10.1007\/978-1-4615-0953-0_4"},{"key":"17_CR6","first-page":"680","volume":"12","author":"C. Williams","year":"2000","unstructured":"Williams, C.: A MCMC approach to hierarchical mixture modeling. Advances in Neural Information Processing Systems\u00a012, 680\u2013686 (2000)","journal-title":"Advances in Neural Information Processing Systems"},{"key":"17_CR7","unstructured":"Garrett-Mayer, E., Parmigiani, G.: Clustering and Classification Methods for Gene Expression Data Analysis. Johns Hopkins University, Dept. of Biostatistics Working Papers. Working Paper 70 (2004)"},{"issue":"suppl. 4","key":"17_CR8","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1186\/1471-2105-7-S4-S19","volume":"7","author":"L. Yin","year":"2006","unstructured":"Yin, L., Huang, C.H., Ni, J.: Clustering of gene expression data: performance and similarity analysis. BMC Bioinformatics\u00a07(suppl. 4), 19 (2006)","journal-title":"BMC Bioinformatics"},{"key":"17_CR9","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-97966-8","volume-title":"Self-organizing maps","author":"T. Kohonen","year":"1997","unstructured":"Kohonen, T.: Self-organizing maps. Springer, Berlin (1997)"},{"key":"17_CR10","doi-asserted-by":"publisher","first-page":"139","DOI":"10.1007\/978-0-387-34747-9_15","volume":"217","author":"A. Carrascal","year":"2006","unstructured":"Carrascal, A., Couchet, J., Ferreira, E., Manrique, D.: Anomaly Detection using prior knowledge: application to TCP\/IP traffic. Artificial Intelligence in Theory and Practice - IFIP International Federation for Information Processing\u00a0217, 139\u2013148 (2006)","journal-title":"Artificial Intelligence in Theory and Practice - IFIP International Federation for Information Processing"},{"issue":"10","key":"17_CR11","doi-asserted-by":"publisher","first-page":"1358","DOI":"10.1109\/5.537105","volume":"84","author":"T. Kohonen","year":"1996","unstructured":"Kohonen, T., Oja, E., Simula, O., Visa, A., Kangas, J.: Engineering Applications of the Self-Organizing Map. Proceedings of the IEEE\u00a084(10), 1358\u20131384 (1996)","journal-title":"Proceedings of the IEEE"},{"key":"17_CR12","unstructured":"Huang, S., Ward, M.O., Rundensteiner, E.A.: Exploration of dimensionality reduction for text visualization. Technical Report TR-03-14, Worcester Polytechnic Institute, Computer Science Department (2003)"},{"key":"17_CR13","unstructured":"Construcciones y Auxiliar de Ferrocarriles, http:\/\/www.caf.net\/caste\/home\/index.php"}],"container-title":["Lecture Notes in Computer Science","Hybrid Artificial Intelligence Systems"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-642-02319-4_17","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,20]],"date-time":"2019-05-20T20:35:21Z","timestamp":1558384521000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-642-02319-4_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2009]]},"ISBN":["9783642023187","9783642023194"],"references-count":13,"URL":"https:\/\/doi.org\/10.1007\/978-3-642-02319-4_17","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2009]]}}}